What interviewers actually evaluate
Otis Worldwide sales interviews test whether candidates understand how to sell elevators, escalators, and moving walkways across a long-cycle, specification-driven industry – where new equipment sales require working with architects and general contractors 2-5 years before a building opens, where maintenance contract sales require displacing incumbent service providers who have multi-year relationships with building owners, and where modernization sales require making the financial case for upgrading aging equipment before it becomes a safety or compliance problem. Sales at Otis spans new equipment specification and installation sales (where elevators for commercial office buildings, residential towers, hospitals, and public infrastructure projects are selected during the design phase by architects and structural engineers who specify the equipment type, speed, and capacity – and where Otis's sales team must engage early in the design process, influence specification decisions, and maintain relationships with project owners and general contractors through the years between design and installation), service contract acquisition (where Otis's service segment generates approximately 73 percent of company revenue from multi-year maintenance contracts on installed elevator and escalator equipment – including both Otis-brand equipment and competitors' equipment that building owners want Otis to service, and where winning a competitor's maintenance contract requires demonstrating that Otis's technician quality and Otis ONE predictive maintenance capabilities justify switching from an established incumbent), modernization selling to building owners (where the approximately 2.1 million elevators Otis maintains globally include a significant installed base of aging equipment that needs upgrades to meet current performance, energy efficiency, and accessibility standards – and where sales must build the ROI case for modernization investment that defers the more expensive full replacement while improving performance and safety), and major account management with real estate portfolios (where property management companies and REITs that own multiple buildings represent opportunities for portfolio service agreements that span the full building portfolio rather than building-by-building contract negotiations). Interviewers evaluate whether candidates understand specification-driven new equipment sales, competitive service contract acquisition, modernization ROI selling, and long-cycle relationship management with architects, developers, and building owners. Start your free Otis Worldwide Sales practice session. What interviewers actually evaluate Specification Selling, Service Contract Acquisition, and Modernization ROI for Elevator and Escalator Otis Worldwide sales interviews probe whether candidates understand how selling elevators and escalators differs from standard capital equipment sales in the specification-phase engagement imperative (elevator selection for a new building project is often determined during the design phase when architects and engineers are specifying the building's vertical transportation system – a sales team that engages after the GC has already committed to a competitor's brand is facing a price-only competition to displace a specified competitor, while sales teams who established the Otis relationship during design can influence specifications that favor Otis's product capabilities, creating a competitive advantage that persists through the multi-year construction timeline), the maintenance contract recurring revenue economics (Otis's service segment generates the majority of company revenue and profit, and maintenance contract wins are more valuable over their lifetime than comparable new equipment deals because multi-year maintenance contracts generate predictable, high-margin revenue without the installation cost, and losing a maintenance contract is not just a revenue loss but a competitive weakness if the incumbent builds the relationship that influences the building owner's next equipment purchase), and the modernization selling complexity (building owners who need to modernize aging elevators are making a capital investment decision that requires the sales team to quantify the cost of not modernizing – regulatory compliance risk, energy cost of inefficient hydraulics, downtime cost to tenants, and potential liability from aging equipment – against the investment required for modernization, and the sales team that can present a credible multi-year financial model demonstrating modernization ROI wins more often than the team that simply presents a price). Otis ONE, Otis's IoT platform that monitors elevator performance and predicts maintenance needs, creates a sales differentiation argument in both new equipment and service contract discussions: building owners and property managers who want transparency into elevator performance and early warning of potential issues can access this through Otis ONE's customer portal, and sales teams who can demonstrate the operational value of predictive maintenance data are more competitive than those who rely on price and response time commitments alone. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Specification-phase new equipment selling Do you understand how to engage with architects, structural engineers, and project developers during the design phase of a building project to influence elevator specification in ways that favor Otis – and how to maintain the customer relationship through the multi-year construction cycle between design and installation? We flag sales answers that focus on the procurement phase without engaging with specification-phase relationship management. Design-phase engagement strategy, architect and engineer relationship management, specification influence approach Competitive service contract acquisition Can you articulate how to displace an incumbent service provider from a building owner's maintenance contract – what performance data, Otis ONE capability demonstration, and technician quality evidence makes the case for switching, and how to manage the switching cost concerns that building owners raise? We score whether your service contract sales approach is competitor-specific. Incumbent displacement value proposition, Otis ONE differentiation, switching cost objection handling Modernization ROI presentation Do you understand how to build the financial case for elevator modernization – quantifying regulatory compliance cost, downtime cost to tenants, energy cost of aging hydraulic equipment, and liability exposure against the modernization investment – in a format that building owners and asset managers can evaluate against their capital budget priorities? We detect sales answers that present modernization features without quantifying the cost of delay. Modernization ROI model components, cost-of-delay quantification, capital budget prioritization framing Portfolio account and REIT management Can you describe how to structure a portfolio service agreement conversation with a REIT or property management company that owns 50-plus buildings – what contract structure, pricing approach, and performance guarantee framework creates the mutual value that justifies a portfolio commitment rather than building-by-building contracting? We flag sales answers that treat portfolio accounts as collections of individual
What interviewers actually evaluate
Expedia Group legal and compliance interviews test whether candidates understand the regulatory frameworks that govern an online travel marketplace operating across 190-plus countries – consumer protection regulations for travel bookings, EU rate parity antitrust enforcement that has reshaped OTA hotel contracting, privacy regulations including GDPR and CCPA that apply to the traveler data Expedia collects, and the short-term rental regulatory landscape that affects Vrbo's vacation rental business in cities worldwide. Legal at Expedia spans travel consumer protection compliance (where US DOT regulations require specific refund and disclosure obligations for airline bookings, EU Regulation 261/2004 mandates airline passenger rights for delayed and cancelled flights that OTAs must communicate accurately to travelers, and EU Package Travel Directive creates liability for OTAs that sell package travel arrangements combining flights and hotels), rate parity and antitrust compliance (where EU competition authorities have required OTAs to narrow their rate parity clauses with hotels – from broad parity covering all channels to narrow parity covering only the OTA's own website – and where the ongoing competitive sensitivity of OTA-hotel commercial relationships creates antitrust risk that legal must monitor in contract negotiations), privacy regulation compliance (where Expedia's travel data – search history, booking history, payment data, location data, and travel preferences – is subject to GDPR in Europe and CCPA in California, with data subject rights, consent requirements, and data breach notification obligations that apply to one of the largest consumer travel data sets in the world), and short-term rental regulatory compliance for Vrbo (where cities including New York, Barcelona, Amsterdam, and others have enacted short-term rental regulations – registration requirements, host licensing, night limits, and outright bans in some areas – that affect the legality of vacation rentals listed on Vrbo and create compliance obligations for both hosts and the platform). Interviewers evaluate whether candidates understand travel consumer protection law, rate parity antitrust history, travel data privacy obligations, and short-term rental regulatory compliance across global markets. Start your free Expedia Legal & Compliance practice session. What interviewers actually evaluate Travel Consumer Protection, Rate Parity Antitrust, and STR Regulatory Compliance for OTA Expedia Group legal interviews probe whether candidates understand how legal practice at an OTA differs from general e-commerce legal work in the travel consumer protection complexity (Expedia's role as an intermediary between travelers and travel suppliers creates consumer protection obligations that are distinct from direct suppliers – when an airline cancels a flight, the airline's passenger protection obligations differ from Expedia's obligations to the traveler as the booking intermediary, and the legal team must define what disclosures Expedia must make, what assistance it must provide, and what refund obligations apply to OTA-mediated bookings under regulations like DOT's requirements and EU261), the rate parity antitrust history (European competition authorities in Germany, France, the UK, Italy, and Sweden have required Expedia and other OTAs to eliminate broad rate parity clauses in their hotel contracts following investigations that found these clauses restricted hotels' ability to offer lower prices through other channels – and legal teams who understand this history and the current narrow parity framework that permits can advise commercial teams on the compliance boundaries of hotel contracting), and the GDPR travel data complexity (Expedia's traveler data – where people travel, with whom, how often, at what price sensitivity – is uniquely sensitive personal data about individuals' movements and social connections, and GDPR's requirements for lawful basis, purpose limitation, data subject rights, and breach notification apply to data that Expedia both uses for its own personalization and monetizes through advertising partnerships that require careful consent architecture). Vrbo's short-term rental regulatory exposure creates legal work that hotel OTA businesses don't face: monitoring and responding to local STR regulations in dozens of major markets, advising on Vrbo's platform compliance obligations when hosts list properties in jurisdictions that require registration or licensing, and engaging in regulatory advocacy processes where Vrbo's interests in maintaining a legal hosting environment intersect with the policy debate about short-term rentals' effect on housing availability. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Travel consumer protection compliance Do you understand the consumer protection obligations applicable to OTA-mediated travel bookings – DOT refund requirements for US flights, EU261 passenger rights communication obligations, and EU Package Travel Directive liability for package arrangements – and how these obligations differ from the supplier's own obligations? We flag legal answers that conflate OTA and supplier consumer protection obligations. OTA vs supplier obligation distinction, EU261 traveler communication, Package Travel Directive applicability Rate parity antitrust compliance Can you explain the history of European rate parity enforcement – what broad rate parity required, what competition authorities found problematic, and what the narrow parity framework that is now permitted allows – and advise on the compliance boundaries of current hotel contracting? We score whether your rate parity analysis engages with the specific EU enforcement history. Broad vs narrow rate parity distinction, EU competition authority enforcement history, current contracting compliance guidance GDPR and travel privacy compliance Do you understand how GDPR applies to Expedia's travel data – what lawful basis applies to different uses, how data subject rights work for traveler booking history, and how consent architecture for advertising partnerships must be structured to comply with GDPR's requirements? We detect legal answers that treat GDPR compliance as generic privacy policy management. Lawful basis analysis for travel data, data subject rights in booking context, advertising consent architecture Short-term rental regulatory compliance Can you analyze how Vrbo's platform operates in jurisdictions with STR registration requirements, hosting licensing, and night limits – what Vrbo's compliance obligations are as a platform, what obligations rest with hosts, and how Vrbo navigates markets where regulatory enforcement creates listing legality questions? We flag legal answers that treat STR regulation as a host-only compliance issue. Platform vs host obligation distinction, registration requirement compliance approach, enforcement risk management How a session works Step 1: Choose an Expedia legal and compliance scenario – travel consumer protection and airline/hotel booking refund obligations, rate parity antitrust compliance for hotel contracting,
What interviewers actually evaluate
Expedia Group leadership interviews test whether candidates understand how to lead an online travel marketplace through the structural tensions of Google's growing role in direct travel search, the competitive pressure from Airbnb's vacation rental dominance and Booking Holdings' global hotel market share, and the strategic investment decisions that determine whether Expedia's multi-brand platform portfolio generates competitive advantage or organizational complexity without strategic coherence. Leadership at Expedia spans platform strategy and Google competition management (where CEO Ariane Gorin and the leadership team must navigate a business model where Google is simultaneously the largest customer acquisition channel and an increasingly direct competitor in travel booking, and where the long-term strategic decision between accelerating investment in brand and loyalty to reduce Google dependency vs accepting ongoing paid search reliance is the most significant strategic choice in Expedia's near-term future), multi-brand portfolio rationalization (where Expedia, Hotels.com, Vrbo, Orbitz, and other brands require leadership decisions about which brands deserve continued investment, which can be folded into the primary Expedia brand, and whether the One Key loyalty program's cross-brand architecture creates sufficient consumer value to justify the complexity of maintaining multiple brand positionings), technology and AI investment leadership (where Expedia's competitive position increasingly depends on AI-powered search, personalization, and customer service capabilities that require significant ongoing investment in ML infrastructure and data science talent – and where leadership must make capital allocation decisions that balance near-term profitability with the technology investment that sustains competitive moats), and Vrbo growth strategy against Airbnb (where Vrbo is a strong second-place vacation rental platform that competes with Airbnb's dominant market position, and where leadership must decide whether to compete broadly across all vacation rental categories or concentrate on the whole-home, family-travel segment where Vrbo has demonstrated competitive strength). Interviewers evaluate whether candidates understand OTA platform strategy in the Google era, multi-brand portfolio leadership, technology investment governance, and Vrbo competitive positioning. Start your free Expedia Leadership practice session. What interviewers actually evaluate Google Platform Strategy, Multi-Brand Portfolio Rationalization, and AI Investment Leadership for OTA Expedia Group leadership interviews probe whether candidates understand how leading an OTA differs from leading a single-brand e-commerce company in the Google dependency strategic dilemma (Expedia spends approximately $5-6 billion annually on marketing, with a significant portion going to Google – a spending level that represents the cost of maintaining OTA market position in a world where consumers start travel planning on Google rather than Expedia, and where every dollar spent on Google paid search is a dollar not available for brand building, loyalty program investment, or technology development that would reduce future Google dependency, creating a strategic trap where the same investment that maintains short-term market position prevents the brand investment that would reduce long-term Google reliance), the multi-brand portfolio complexity cost (Expedia maintains separate brand identities for Expedia.com, Hotels.com, Vrbo, Orbitz, and others, each with separate brand teams, distinct product experiences, and separate marketing programs – a portfolio structure that creates brand building costs per brand that may not be justified by the incremental consumer preference that brand distinction creates compared to a simpler single-brand architecture), and the technology investment leadership challenge (AI and ML capabilities are increasingly central to OTA competitive advantage – better personalization means higher conversion, better fraud detection means lower losses, better price prediction means more confident consumer booking – but technology investment in these areas has 12-36 month payback horizons that create tension with quarterly profitability expectations). Expedia's leadership under CEO Ariane Gorin, who took over in 2024, has focused on profitability improvement and One Key loyalty program growth as strategic priorities – leadership candidates who can engage with these specific strategic priorities demonstrate the situational awareness that generic platform leadership frameworks don't provide. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Google competition and platform strategy Do you understand the strategic implications of Expedia's Google dependency – what the path toward reduced paid search reliance looks like, what investments in brand, loyalty, and direct booking channels are required, and how long the transition timeline is given current business model realities? We flag leadership answers that describe the Google problem without a credible strategic response. Direct booking channel investment strategy, loyalty ROI as Google dependency hedge, transition timeline realism Multi-brand portfolio leadership Can you evaluate the strategic case for Expedia's multi-brand portfolio – whether maintaining distinct brands for Expedia.com, Hotels.com, and Vrbo creates consumer value that exceeds the organizational complexity cost, and how to make rationalization decisions when brand investment analysis suggests consolidation? We score whether your portfolio leadership analysis engages with the complexity cost dimension. Brand distinctiveness value vs complexity cost, rationalization decision framework, One Key as portfolio integration mechanism Technology and AI investment governance Do you understand how to lead technology investment decisions that have long payback horizons – how to build the business case for AI and ML investment, manage the tension with quarterly profitability expectations, and measure whether technology investments are generating the competitive advantage they were designed to deliver? We detect leadership answers that acknowledge technology importance without engaging with the investment governance challenge. AI investment business case, long-horizon investment management, technology competitive moat measurement Vrbo competitive positioning against Airbnb Can you articulate Vrbo's competitive strategy against Airbnb – where Vrbo should compete based on its demonstrated strengths, what segments it should cede, and how the competitive dynamic between Booking Holdings and Expedia for vacation rental market share affects Vrbo's strategic priorities? We flag leadership answers that treat Vrbo vs Airbnb as a symmetric competitive fight. Vrbo distinctive strength identification, segment concentration strategy, competitive resource allocation How a session works Step 1: Choose an Expedia leadership scenario – Google platform strategy and direct booking investment, multi-brand portfolio rationalization with One Key as integration mechanism, AI and technology investment governance, or Vrbo competitive positioning against Airbnb. Step 2: The AI interviewer asks realistic Expedia-style questions: how you would evaluate the strategic decision to invest an incremental $1 billion in brand marketing with the goal of reducing Expedia's
What interviewers actually evaluate
Expedia Group people and HR interviews test whether candidates understand how to manage talent at a technology-driven travel marketplace – where competing for software engineers and data scientists against Amazon, Google, and Microsoft in Seattle requires differentiated employer positioning, where customer service workforce management must handle travel disruption surge staffing that spikes unpredictably, and where a multi-brand platform portfolio with employees from acquired companies like Vrbo and Orbitz creates culture integration challenges that technology talent acquisitions typically face. People and HR at Expedia spans technology talent acquisition and retention (where Expedia competes in Seattle's hyper-competitive software engineering and data science market against some of the world's largest technology employers, and where HR must articulate Expedia's employer value proposition in terms that resonate with engineers who have options at AWS, Google, and Microsoft), customer service workforce management (where Expedia's global customer service centers handle millions of traveler contacts annually with staffing requirements that must flex to match travel disruption surges – requiring HR expertise in contingent workforce management, flexible staffing models, and agent development programs that reduce the high turnover that characterizes service center environments), multi-brand culture integration following acquisitions (where Expedia has acquired multiple companies including Vrbo, Orbitz, and others whose employees joined Expedia with distinct company cultures and expectations, and where integration approaches that preserve the acquired company's innovative culture while achieving operational integration determine whether the acquisition retains its key talent), and remote and distributed workforce management (where Expedia operates technology, marketing, and operations teams across multiple countries and time zones, with significant offices in Seattle, London, Geneva, and others, requiring HR practices that sustain collaboration, career development, and engagement across geographies). Interviewers evaluate whether candidates understand technology talent competition, service center workforce management, acquisition culture integration, and global distributed workforce management at a travel technology company. Start your free Expedia People & HR practice session. What interviewers actually evaluate Technology Talent Competition, Service Center Surge Staffing, and Acquisition Culture Integration Expedia Group people and HR interviews probe whether candidates understand how people management at a travel technology company differs from standard technology or service company HR in the technology talent competitive context (Expedia's Seattle location places it in competition for software engineering and data science talent with Amazon and Microsoft – two of the most significant technology employers in the world – and HR strategies that rely on compensation alone to attract engineers will consistently lose to employers with larger total compensation budgets, while Expedia's employer brand must emphasize the specific nature of Expedia's technology work, the scale of data problems, and the consumer-facing impact of engineering work to attract engineers for whom compensation is necessary but not sufficient), the service center workforce complexity (customer service agents who handle travel disruption contacts experience high emotional labor, face surge demand that creates unpredictable workload spikes, and work in a role where the core work is solving traveler problems under time pressure – turnover rates in service center environments can exceed 40 percent annually, and HR programs that address the specific retention challenges of service center work, including agent development pathways out of frontline agent roles, deliver better workforce stability than programs designed for corporate professional roles), and the acquired company culture tension (Vrbo's acquisition brought a company culture built around vacation rental that had distinct values and ways of working, and Expedia's HR integration approach must balance the operational benefits of integrating Vrbo's HR systems and policies with the cultural preservation that retains the Vrbo-heritage employees who built the product and relationships that justified the acquisition). Expedia's use of data and analytics in its own product creates expectations among its engineering and data science workforce that HR practices should similarly be analytically grounded – people analytics, attrition prediction models, and compensation benchmarking that uses internal data alongside market surveys are more credible to technology employees than intuition-based HR decisions. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Technology talent competition strategy Do you understand how to differentiate Expedia's employer value proposition against Amazon and Microsoft in the Seattle software engineering market – what Expedia offers that larger technology employers don't, and how to target the engineers for whom that differentiation matters? We flag HR answers that rely on compensation as the primary technology talent differentiator. Employer value proposition differentiation, target engineer profile identification, non-compensation retention drivers Service center workforce management Can you describe the specific HR challenges of service center workforce management at an OTA – high turnover, emotional labor, surge staffing requirements, and the career development pathways that retain high-performing agents beyond their first year? We score whether your service center HR approach recognizes the specific workforce dynamics. Service center retention program design, surge staffing model, agent development pathway Acquisition culture integration Do you understand how to integrate an acquired company's workforce and culture into Expedia's HR framework while preserving the cultural elements that retain acquired talent – and how to identify which integration moves will cause departure of key personnel? We detect HR answers that apply standard integration playbooks without acknowledging the culture preservation tension. Acquired culture assessment, integration pacing approach, key talent retention in integration Global distributed workforce management Can you describe how HR practices must adapt for a workforce distributed across Seattle, London, Geneva, and other markets – what changes in career development, performance management, and team collaboration when employees span multiple time zones and labor law frameworks? We flag HR answers that treat global operations as US practices with international compliance add-ons. Cross-timezone collaboration design, distributed career development, international employment law adaptation How a session works Step 1: Choose an Expedia people and HR scenario – technology talent acquisition and retention against Seattle tech competition, customer service center workforce management and surge staffing, acquisition culture integration for Vrbo or other acquired companies, or global distributed workforce management across Expedia's international offices. Step 2: The AI interviewer asks realistic Expedia-style questions: how you would design the employer brand strategy and recruiting process to attract senior
What interviewers actually evaluate
Expedia Group operations interviews test whether candidates understand how to manage the technology infrastructure, customer service operations, and supplier content systems that keep a platform processing tens of millions of travel bookings annually – where operational reliability directly affects revenue, where customer service at travel disruption scale requires processes and staffing that can surge to match demand spikes from weather events or airline meltdowns, and where the data pipeline that connects hotel inventory availability to traveler search results must function in near-real time across hundreds of thousands of properties. Operations at Expedia spans platform reliability and technical operations (where booking platform uptime and transaction processing reliability during peak booking windows – holiday weekends, major sporting events, popular travel periods – determines whether Expedia captures or loses the high-intent bookings that represent disproportionate annual revenue), global customer service operations (where Expedia's multi-brand customer service centers handle millions of traveler contacts annually including routine itinerary questions, disruption resolution, and complaint escalation, and where staffing must scale to match travel disruption events that create simultaneous demand spikes that can't be predicted with precision), supplier content operations (where Expedia's hotel search results depend on accurate, complete, and current property content – descriptions, photos, amenities, and location data – sourced from tens of thousands of hotel partners, and where content quality operations determine whether traveler expectations match the property experience at arrival), and fraud and payment operations (where high-value travel transactions attract payment fraud at rates that require sophisticated real-time fraud detection while minimizing false positives that decline legitimate bookings and drive customers to competitors). Interviewers evaluate whether candidates understand travel marketplace operational complexity, customer service surge management, supplier content quality operations, and fraud detection trade-offs in high-value travel transactions. Start your free Expedia Operations practice session. What interviewers actually evaluate Platform Reliability, Customer Service Surge, and Supplier Content Quality at Travel Scale Expedia Group operations interviews probe whether candidates understand how platform operations at an OTA scale differs from general technology operations in the revenue concentration in peak booking windows (Expedia's booking volume is highly concentrated in specific time periods – holiday weekends, popular booking windows for summer travel, post-holiday sale periods – and operational failures during these high-volume windows disproportionately damage annual revenue, making peak performance planning the most critical operational challenge rather than average-load reliability), the travel disruption service surge complexity (airline meltdowns, weather events, and natural disasters create sudden 10-50x spikes in customer service contact volume within hours – operations that can only staff to average contact volume will face hours-long wait times during disruptions, and customers who cannot reach service to rebook cancelled travel will dispute charges and share negative experiences, making disruption response capacity a core operational design requirement rather than an edge case), and the supplier content quality operations challenge (a hotel search result that shows incorrect amenities, outdated photos, or wrong location coordinates generates traveler complaints and returns that are expensive to resolve and damage the platform's reputation for accuracy – content operations that maintain quality across hundreds of thousands of properties in real time require both automated content ingestion and quality scoring systems and human review workflows for content that automated systems flag as potentially inaccurate). The vacation rental side adds operational complexity: Vrbo's property listing content is submitted by individual property owners who may not have professional photography or accurate description skills, requiring content moderation at scale that hotel OTA operations don't face in the same way. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Peak booking window reliability management Do you understand how to design operational systems that maintain booking platform reliability during high-volume peak windows – capacity planning, load testing, degradation strategies that preserve core booking functions when infrastructure is stressed, and incident response processes? We flag operations answers that describe average-load reliability without engaging with peak concentration risk. Peak capacity planning, load test design, graceful degradation strategy Travel disruption customer service surge management Can you describe how to staff and operate customer service centers that can handle 10-50x contact volume spikes during airline meltdowns or weather disruptions – what surge staffing models, automated self-service tools, and triage protocols enable surge response without multi-hour wait times? We score whether your surge management approach is operationally specific. Surge staffing model, automated resolution tool design, triage protocol for disruption contacts Supplier content quality operations Do you understand how to maintain accurate, complete hotel and vacation rental content across hundreds of thousands of properties – what content ingestion processes, automated quality scoring, and human review workflows keep content current and accurate as properties update information? We detect operations answers that treat content quality as a one-time setup problem rather than an ongoing operational process. Content ingestion architecture, quality scoring methodology, update frequency management Payment fraud operations Can you describe the operational approach to fraud detection in high-value travel transactions – how to balance fraud prevention against false positive declines, what signals distinguish fraudulent travel bookings from legitimate ones, and how to manage chargeback operations when fraud does occur? We flag operations answers that treat fraud prevention as a technology problem without operational process design. Fraud signal identification, false positive cost analysis, chargeback management process How a session works Step 1: Choose an Expedia operations scenario – peak booking window platform reliability and capacity management, travel disruption customer service surge and triage operations, supplier content quality management and update operations, or payment fraud detection and chargeback management. Step 2: The AI interviewer asks realistic Expedia-style questions: how you would design the operational plan for Expedia's platform during the first week of January when post-holiday travel planning creates peak search and booking volume, understanding that the systems that handle this load must also support parallel incident response for the airline disruptions that frequently occur during winter weather, how you would design the customer service surge response plan for a scenario where a major airline cancels 1,000 flights affecting tens of thousands of Expedia customers simultaneously and creating an estimated
What interviewers actually evaluate
Expedia Group finance interviews test whether candidates understand the economics of an online travel marketplace – where revenue is recognized differently under merchant and agency booking models, where marketing spend efficiency determines profitability more than most e-commerce businesses, and where loyalty program liability and metasearch take rate dynamics create financial complexity that general e-commerce finance backgrounds don't prepare candidates for. Finance at Expedia spans OTA revenue model economics (where Expedia's revenue from hotel bookings comes either from the merchant model spread between wholesale rate paid to the hotel and retail rate charged to the traveler, or from the agency model commission earned on bookings processed at the supplier's rate – and where the mix shift between merchant and agency model affects revenue recognition, gross margin, and the working capital dynamics of deposits and payments), marketing ROI analysis and customer acquisition economics (where Expedia's marketing spend is among the largest in internet businesses – approximately $5-6 billion annually in recent years – and where finance must evaluate whether each dollar of marketing spend generates sufficient incremental booking volume and customer lifetime value to justify the cost, using cohort analysis, media mix modeling, and incrementality testing to answer the marketing efficiency question that is central to Expedia's financial model), loyalty program financial management (where One Key's points liability – rewards earned by travelers that represent future booking discounts – must be accrued as a financial liability and managed against the breakage rate of rewards that travelers earn but never redeem), and multi-brand and multi-segment financial analysis (where Expedia.com, Hotels.com, Vrbo, and the B2B Expedia Partner Solutions segment each carry different margin profiles, growth trajectories, and capital efficiency that aggregate reporting obscures). Interviewers evaluate whether candidates understand OTA revenue model mechanics, marketing ROI financial analysis, loyalty program accounting, and how to disaggregate Expedia's financial performance across business segments with materially different economics. Start your free Expedia Finance practice session. What interviewers actually evaluate OTA Revenue Model Economics, Marketing Efficiency Analysis, and Loyalty Program Financial Management Expedia Group finance interviews probe whether candidates understand how OTA financial management differs from general e-commerce finance in the revenue model complexity (Expedia's merchant model bookings generate revenue equal to the retail price charged to travelers less the wholesale cost paid to hotels – a gross revenue figure that is then netted against the hotel cost to arrive at net revenue – while agency model bookings generate commission revenue with no corresponding cost of goods, and the mix of merchant vs agency bookings in Expedia's portfolio affects revenue recognition, gross margin percentage, and the financial comparability of results across periods when the model mix shifts), the marketing spend ROI attribution challenge (Expedia's financial performance is fundamentally driven by the ratio of marketing spend to net revenue – a company that generates $12 billion in revenue but spends $6 billion on marketing has a very different unit economics profile than one spending $3 billion, and finance teams must evaluate whether incremental marketing investment generates incremental revenue above the marginal cost of the marketing spend itself, using cohort analysis that follows customer booking behavior over multiple trip cycles rather than period-level P&L that captures only immediate-period booking response), and the loyalty program liability economics (One Key points represent future booking discounts that Expedia has committed to provide – the financial liability is the expected cost of future redemptions, which requires estimating redemption rates, future booking values, and breakage rates with actuarial-level precision to avoid over- or under-provisioning). Expedia's capital allocation decisions between performance marketing, brand investment, technology development, and shareholder returns create finance work that requires analytical fluency in the long-payback-horizon investment decisions that OTA economics require – customer acquisition costs are justified by multi-year booking revenue streams, not immediate-period conversion. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer OTA revenue model mechanics Do you understand how Expedia's merchant and agency model booking revenue works – how net revenue is calculated under each model, what drives model mix, and how model mix shifts affect revenue recognition and gross margin comparability? We flag finance answers that treat all OTA revenue as a straightforward commission percentage. Merchant vs agency revenue recognition, net revenue calculation, model mix impact on margin Marketing ROI and customer acquisition economics Can you build the analytical framework for evaluating Expedia's marketing spend efficiency – how to calculate the incremental booking revenue generated by a marginal marketing dollar using cohort analysis, LTV-based acquisition economics, and incrementality testing? We score whether your marketing efficiency analysis recognizes the lifetime value dimension rather than per-booking acquisition cost. LTV-based acquisition economics, cohort booking behavior analysis, incrementality measurement approach Loyalty program financial management Do you understand how to account for One Key points liability – how to estimate the financial obligation, what breakage rate assumptions matter, and how changes in redemption behavior affect Expedia's reported results? We detect finance answers that acknowledge loyalty accounting without being able to specify the estimation methodology. Points liability estimation, breakage rate analysis, redemption economics Multi-segment financial performance analysis Can you disaggregate Expedia's consolidated financial results by business segment – identifying how Vrbo, EPS, and the OTA brands each contribute to revenue, margin, and growth and what drives performance differences across segments? We flag finance answers that treat Expedia's financial analysis as a single-brand exercise. Segment margin comparison, OTA vs Vrbo vs EPS economics, segment growth driver analysis How a session works Step 1: Choose an Expedia finance scenario – OTA revenue model analysis and merchant vs agency economics, marketing spend ROI and customer acquisition economics, One Key loyalty program financial management and liability accounting, or multi-brand and multi-segment financial performance analysis. Step 2: The AI interviewer asks realistic Expedia-style questions: how you would construct the financial model to evaluate whether Expedia should shift $500 million of performance marketing spend toward brand marketing given that performance marketing generates immediate bookings but brand marketing is expected to increase the share of travelers who start their booking journey directly on Expedia rather
What interviewers actually evaluate
Expedia Group marketing interviews test whether candidates understand how to drive booking volume at scale through the performance marketing, brand investment, and loyalty program mechanics that define travel OTA marketing – where customer acquisition costs are among the highest in e-commerce, where Google's travel search dominance creates structural dependence on paid search that both threatens and enables OTA growth, and where building brand preference is the only sustainable defense against a cost-per-click environment that commoditizes travel booking unless travelers actively seek out Expedia rather than booking on whichever platform appears first in search results. Marketing at Expedia spans performance marketing and paid search management (where Expedia spends billions annually on Google and meta-search platforms to appear at the top of travel search results for millions of hotel, flight, and vacation rental queries – and where marketing teams that understand bid strategy, quality score optimization, and keyword portfolio management drive more efficient customer acquisition than those who manage paid search as a budget allocation exercise), brand marketing and loyalty program investment (where the shift from performance to brand investment is the central question of Expedia's marketing strategy, as performance marketing can efficiently acquire single-trip customers but brand building creates the habitual behavior where travelers begin travel planning on Expedia rather than on Google – requiring marketing leaders who understand the attribution challenges of brand spend and the long payback horizon of loyalty investment), supplier co-marketing and promotional programs (where hotel chains, airlines, and tourism boards fund co-marketing programs on Expedia's platforms in exchange for enhanced visibility and traveler access – and where marketing manages the commercial relationship between supplier co-marketing commitments and the traveler experience that promotional placements must preserve), and multi-brand portfolio marketing (where Expedia.com, Hotels.com, Vrbo, and Orbitz must maintain distinct brand positionings for their respective consumer segments while the One Key loyalty program creates a unified engagement layer that spans the portfolio). Interviewers evaluate whether candidates understand performance marketing efficiency in travel, the brand vs performance investment trade-off, supplier co-marketing mechanics, and how to build platform preference in an industry where Google is both a critical channel and a direct competitor. Start your free Expedia Marketing practice session. What interviewers actually evaluate Performance Marketing Efficiency, Brand vs Performance Trade-off, and Google Competition in Online Travel Expedia Group marketing interviews probe whether candidates understand how OTA marketing differs from general e-commerce marketing in the Google structural challenge (Expedia and Booking Holdings together spend an estimated $8-10 billion annually on Google advertising, making Google the most important and most expensive marketing channel for OTAs – and Google's direct travel booking products in Google Flights, Google Hotels, and Google Vacation Rentals compete directly with the OTAs that fund Google's travel advertising revenue, creating a platform dependency that Expedia's marketing must work with strategically rather than around), the performance marketing scale and efficiency challenge (Expedia's paid search operation spans millions of keywords across dozens of markets and languages, with bid management that must balance immediate conversion efficiency against the longer-term value of acquiring customers who book multiple trips – and marketing teams who understand the lifetime value dimension of customer acquisition rather than cost-per-first-booking make better investment decisions in a market where individual trip bookings are the most observable unit), and the brand building attribution challenge (brand marketing investment – television, digital brand awareness, social media – creates platform preference that should reduce Expedia's paid search dependency over time, but attribution models that credit the performance marketing click that immediately preceded a booking systematically undervalue brand investment that primed the traveler to consider Expedia in the first place, and marketing leaders must be able to make the case for brand investment using incrementality testing and media mix modeling rather than last-click attribution). The Hotels.com campaign history – "Captain Obvious" advertising and the ten-nights-get-one-free loyalty mechanic – shows both the value of distinctive brand marketing in a commodity category and the challenge of maintaining brand identity when loyalty program mechanics change (Hotels.com eliminated the free night reward when One Key launched, a decision that affected brand promise to existing loyalty members). What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Performance marketing efficiency and scale Do you understand how to manage paid search at OTA scale – bid strategy across millions of keywords, quality score optimization, campaign structure for efficiency, and the budget allocation decisions that balance cost-per-booking against customer lifetime value? We flag marketing answers that describe paid search management generically without OTA-specific scale and efficiency considerations. Bid strategy at scale, LTV-based acquisition economics, keyword portfolio management Brand vs performance investment balance Can you articulate the strategic case for brand marketing investment in an industry dominated by performance marketing – what brand investment delivers in terms of platform preference and reduced performance marketing dependency, and how to measure brand investment ROI given attribution challenges? We score whether your brand investment analysis engages with the attribution problem. Brand investment ROI measurement, incrementality testing approach, platform preference metrics Google competition and channel management Do you understand the strategic tension of Expedia's Google dependency – where Google is both the most important marketing channel and a direct competitor in travel booking – and how to manage the performance marketing investment in Google while building platform resilience against Google disintermediation? We detect marketing answers that treat Google as a straightforward paid channel without acknowledging the competitive dimension. Google competitive threat analysis, direct traffic building strategy, channel diversification approach Supplier co-marketing and promotional program management Can you describe how supplier co-marketing programs work at an OTA – how hotels and airlines fund promotional placements, what the traveler experience implications of promotional content are, and how to balance commercial revenue from co-marketing against the platform trust that transparent, relevant search results build? We flag marketing answers that ignore the co-marketing commercial structure. Co-marketing placement design, promotional revenue vs traveler experience balance, supplier program management How a session works Step 1: Choose an Expedia marketing scenario – performance marketing bid strategy
What interviewers actually evaluate
Expedia Group product management interviews test whether candidates understand how to build and optimize a two-sided travel marketplace – balancing the traveler experience that drives booking conversion against the supplier tools that attract quality inventory, using machine learning and personalization to connect the right traveler with the right property at the right moment, and managing product decisions across a platform portfolio that includes Expedia.com, Hotels.com, Vrbo, and Orbitz serving different traveler segments with different booking behaviors. Product management at Expedia spans traveler search and discovery optimization (where the search experience that presents hotel results to a traveler searching for accommodation in Paris must balance relevance personalization, supplier merchandising commitments, and conversion optimization in ways that serve both the traveler's need and the business's revenue objectives), supplier-facing product tools (where hotel revenue managers, vacation rental owners, and Expedia Partner Solutions customers need tools to manage their inventory availability, pricing, content, and promotional participation on Expedia's platforms – and where PM work must address the needs of both a global hotel chain with a sophisticated revenue management team and an individual Vrbo property owner who manages a single vacation home), loyalty platform product management (where One Key's unified rewards architecture across Expedia, Hotels.com, and Vrbo requires product decisions about earning mechanics, redemption design, and member experience that affect engagement across the entire platform ecosystem), and machine learning and personalization infrastructure (where Expedia's competitive advantage increasingly depends on ML models that predict which properties a traveler is most likely to book based on search behavior, past bookings, and comparative data – and where PM must define the product experience that ML systems power rather than treating personalization as a purely engineering challenge). Interviewers evaluate whether candidates understand two-sided marketplace product management, search ranking and conversion trade-offs, traveler and supplier dual-user design, and how to use ML-powered personalization to improve booking outcomes. Start your free Expedia Product Management practice session. What interviewers actually evaluate Two-Sided Marketplace Design, Search Ranking Trade-offs, and ML Personalization for Online Travel Expedia Group product management interviews probe whether candidates understand how managing a travel marketplace differs from single-sided consumer product management in the supplier-traveler alignment challenge (search ranking decisions that surface the highest-converting properties for travelers are not always aligned with what suppliers want – a hotel that pays a higher commission tier expects search visibility that may not be warranted by its quality scores and consumer rating, and a property that offers lower commissions but has excellent consumer reviews may rank below inferior properties because of merchandising agreements, creating PM tensions between consumer experience optimization and supplier monetization that require explicit trade-off decisions rather than optimization of a single objective), the multi-brand product consistency challenge (Expedia.com and Hotels.com serve overlapping traveler segments with different brand positionings and loyalty mechanics, and PM decisions about features developed for one platform must account for whether and how they apply to other Expedia Group platforms – a Hotels.com price guarantee feature or a Vrbo payment protection program needs to be consistent with brand positioning and not create consumer confusion when travelers use multiple Expedia Group brands), and the supplier tool product complexity (hotel revenue managers who rely on Expedia's extranet to manage their inventory, pricing, and promotions expect tools that integrate with their property management systems, support sophisticated pricing rules, and provide analytics that help them understand their performance relative to comparable properties – PM work for supplier tools requires understanding the professional user's workflow rather than designing for a casual consumer). Expedia's machine learning investment creates a product management context where the most impactful product decisions are about how ML models are trained, what signals they optimize, and how their recommendations are presented to travelers – rather than traditional feature design that prescribes exactly what the user experience shows. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Search ranking and marketplace balance Do you understand how to make search ranking trade-off decisions that balance traveler relevance, consumer conversion, and supplier monetization – and how to evaluate whether a ranking change that improves conversion also serves traveler satisfaction and long-term platform health? We flag PM answers that optimize a single objective without acknowledging marketplace trade-offs. Ranking signal weighting, supplier monetization vs traveler relevance balance, ranking experiment design Two-sided marketplace product design Can you describe how to design features that serve both travelers and suppliers – understanding that a pricing transparency feature that helps travelers might reduce supplier pricing flexibility, or that a review system that benefits travelers can create friction for suppliers who receive negative reviews? We score whether your product design approach recognizes the two-sided dynamic. Supplier and traveler stakeholder analysis, feature impact on both sides, marketplace health measurement ML personalization product management Do you understand how to define the product experience that machine learning personalization powers – what signals PM defines as inputs, how recommendations are presented to travelers, and how to evaluate whether personalization is improving booking outcomes or creating filter-bubble effects? We detect PM answers that treat personalization as a purely technical problem without PM ownership of the product experience. Personalization signal definition, recommendation presentation design, personalization effectiveness measurement Loyalty platform product management Can you explain how One Key's unified loyalty architecture affects product decisions across Expedia.com, Hotels.com, and Vrbo – what earning and redemption mechanics drive engagement, how cross-platform rewards create traveler behavior changes, and how to measure whether loyalty investment generates incremental booking volume? We flag PM answers that treat loyalty programs as marketing rather than product infrastructure. Cross-platform earning mechanics, redemption design, loyalty ROI measurement How a session works Step 1: Choose an Expedia product management scenario – traveler search ranking optimization and marketplace balance, supplier-facing product tools and extranet design, One Key loyalty platform product management, or ML personalization and recommendation system product design. Step 2: The AI interviewer asks realistic Expedia-style questions: how you would approach the product decision about whether Expedia should introduce a "verified traveler" review system that requires authentication before submitting
What interviewers actually evaluate
Expedia Group customer service interviews test whether candidates understand how to resolve travel disruption in a multi-party booking environment – where a flight cancellation, hotel no-show, or vacation rental dispute involves an airline or property that Expedia doesn't control, a booking made on one of Expedia's 10-plus brand platforms, and a traveler who is often mid-trip and needs resolution in hours rather than days. Customer service at Expedia spans travel disruption resolution (where a traveler whose flight is cancelled and needs a hotel tonight, or whose booked hotel has no record of the reservation, needs service that combines urgency with the ability to coordinate between multiple suppliers and booking systems to find a real-time solution), merchant model vs agency model service accountability (where Expedia functions as the merchant of record for some bookings and as an agent in others – a distinction that determines whether Expedia has authority to issue refunds directly or must coordinate with the supplier – and where service representatives must know which model applies to the specific booking they're handling), multi-brand service consistency (where a traveler who books through Hotels.com, Vrbo, or Orbitz may not know they are calling Expedia Group, and where service quality and resolution standards must be consistent across the brand portfolio without exposing the brand architecture to consumers who expect to be dealing with a single company), and high-complexity itinerary management (where package bookings combining flights, hotels, and car rentals, or multi-destination trips, create service complexity because changing or cancelling one component affects the pricing and availability of others in ways that require coordination that is more complex than single-component booking changes). Interviewers evaluate whether candidates understand OTA service accountability in multi-party bookings, merchant vs agency model service implications, travel disruption urgency calibration, and how to resolve issues across Expedia's multi-brand platform ecosystem. Start your free Expedia Customer Service practice session. What interviewers actually evaluate Travel Disruption Resolution, Merchant vs Agency Accountability, and Multi-Party Booking Complexity Expedia Group customer service interviews probe whether candidates understand how OTA customer service differs from direct hotel or airline service in the intermediary accountability complexity (when a hotel tells a traveler at check-in that there is no reservation in their system even though Expedia confirmed the booking, the traveler holds Expedia responsible – and Expedia's service must resolve the immediate accommodation need, investigate the booking discrepancy with the hotel, and determine whether the failure was in Expedia's booking transmission, the hotel's reservation system, or a miscommunication that needs correction – without making the traveler feel they are caught in a dispute between Expedia and the hotel), the real-time resolution urgency of travel disruptions (a traveler calling at 11 PM from an airport because their connecting flight is cancelled and they need hotel accommodation has a problem that must be resolved in the next 30 minutes, not with a 48-hour investigation – service representatives who understand travel disruption urgency triage the accommodation need immediately while the investigation follows), and the multi-party refund authority complexity (Expedia's authority to issue refunds depends on the supplier's cancellation policy, whether Expedia is acting as merchant or agent, and whether the disruption is supplier-caused – and representing to travelers that Expedia can issue a full refund when the airline's non-refundable fare rules will be applied creates consumer expectations that cannot be met and generates escalation). One Key loyalty program support adds service complexity: travelers who have accumulated rewards across Expedia, Hotels.com, and Vrbo expect service that can access their complete loyalty relationship rather than treating each brand interaction independently – and service failures that result in loyalty points not posting correctly or redemption bookings not being honored require coordination across the multi-brand platform ecosystem. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer Travel disruption urgency and real-time resolution Do you understand how to triage travel disruption – separating the immediate accommodation or rebooking need that must be resolved in minutes from the investigation and compensation process that can follow – and how to communicate with a traveler who is stranded and needs help right now? We flag service answers that launch into investigation processes without addressing the immediate travel need. Immediate need vs investigation separation, real-time resolution options, traveler communication under disruption Merchant vs agency model service accountability Can you explain how Expedia's merchant vs agency booking model affects what service actions you can take – whether you can issue a refund directly, what the supplier's cancellation policy controls, and how to be transparent with the traveler about where resolution authority actually lies? We score whether your service approach recognizes the model-specific accountability structure. Merchant vs agency accountability distinction, refund authority explanation, supplier coordination approach Multi-party booking dispute navigation Do you understand how to navigate a dispute between Expedia and a supplier – investigating the booking transmission, understanding what the supplier's records show, and resolving the traveler's immediate need while the inter-party discrepancy is investigated without making the traveler feel like a casualty of an internal dispute? We detect service approaches that expose the Expedia-supplier dispute to the traveler. Immediate resolution ownership, supplier investigation process, traveler communication approach Package booking change management Can you describe how to manage a change request for a package booking – where changing the flight affects hotel pricing, cancelling the hotel triggers package pricing adjustments, and the traveler may not understand why changing one component changes the total price of the other? We flag service answers that treat package bookings like independent component bookings. Package pricing interdependency explanation, change impact communication, alternative resolution options How a session works Step 1: Choose an Expedia customer service scenario – travel disruption resolution and real-time rebooking support, merchant vs agency model refund and cancellation handling, multi-party hotel booking dispute and no-show resolution, or package booking change and cancellation management. Step 2: The AI interviewer asks realistic Expedia-style questions: how you would handle a traveler who calls at midnight from a hotel front desk where the hotel has no record of their
What interviewers actually evaluate
Expedia Group sales interviews test whether candidates understand how to sell a two-sided travel marketplace to hotel and vacation rental suppliers who need distribution reach, to B2B technology partners who want embedded travel booking capabilities, and to advertisers who want access to the high-intent travel audience that Expedia's platforms attract – where selling at an OTA requires understanding platform economics, supplier rate strategy, and the competitive landscape where hotels increasingly want to reduce their OTA dependency even as OTAs remain their most scalable demand source. Sales at Expedia spans hotel and lodging supplier acquisition and management (where hotels, vacation rental properties, and alternative accommodations list their inventory on Expedia.com, Hotels.com, Vrbo, and other Expedia Group brands – and where Expedia's account managers must demonstrate that listing on Expedia platforms generates incremental demand beyond what the property would capture through direct booking and non-Expedia OTA channels), Expedia Partner Solutions B2B sales (where EPS provides white-label travel booking technology and inventory access to airlines, banks, credit card companies, and corporate travel platforms that embed Expedia's travel content within their own products – requiring sales that explains the technical integration value and revenue-sharing economics of a platform partnership), media and advertising solutions (where Expedia's high-intent travel audience – consumers who are actively planning trips – creates advertising inventory that airlines, hotel chains, car rental companies, and tourism boards purchase through Expedia's media solutions platform), and Vrbo vacation rental owner and property manager acquisition (where individual vacation rental owners and professional property management companies list properties on Vrbo and where sales must address the owner's concern about Airbnb competition and Vrbo's relative market share). Interviewers evaluate whether candidates understand OTA platform economics, supplier rate strategy, EPS B2B partnership economics, and the competitive pressure that direct booking initiatives create for OTA supplier relationships. Start your free Expedia Sales practice session. What interviewers actually evaluate OTA Platform Economics, Supplier Rate Strategy, and B2B Partnership Selling for Online Travel Expedia Group sales interviews probe whether candidates understand how selling travel platform distribution differs from general B2B sales in the rate parity and supplier relationship complexity (hotels that list on Expedia's platforms have historically been required to offer rates at least as favorable as those available through other channels under rate parity agreements – but rate parity has faced regulatory scrutiny in Europe and hotels have increasingly negotiated preferred rate arrangements for their own direct booking channels, creating a supplier relationship dynamic where Expedia must demonstrate demand volume that justifies the commission cost of OTA distribution rather than relying on contractual rate parity to maintain competitive inventory pricing), the OTA commission economics conversation (Expedia charges hotels a commission on bookings generated through its platforms, typically ranging from 10 to 25 percent depending on the brand and market – and supplier sales conversations require explaining why the demand quality and volume that Expedia delivers justifies the commission, including the incremental nature of OTA bookings for travelers who would not have found the property through direct channels), and the B2B platform partner sales complexity (Expedia Partner Solutions sells to airlines, banks, and travel companies whose product teams need to understand integration architecture, API reliability, inventory coverage, and revenue-sharing structures before they can commit to embedding EPS technology in their products – a sales process that requires technical credibility alongside commercial negotiation capability). The vacation rental market adds competitive complexity: Vrbo competes with Airbnb for both property listings and traveler bookings, and Vrbo's property owner acquisition sales must address owner concerns about platform concentration and differentiate Vrbo's whole-home focus and traveler demographic from Airbnb's broader shared accommodation model. What gets scored in every session Specific, sentence-level feedback. Dimension What it measures How to answer OTA commission value demonstration Do you understand how to make the case for Expedia's commission to a hotel that is actively promoting direct booking and questioning whether OTA distribution is worth the cost – articulating the incremental demand, traveler reach, and merchandising capabilities that Expedia provides beyond what the hotel can achieve through its own channels? We flag sales answers that treat OTA commission justification as a straightforward value proposition without engaging with the direct booking counter-argument. Incremental demand argument, direct booking channel comparison, OTA vs direct conversion economics Supplier rate and inventory strategy Can you articulate how to advise a hotel supplier on rate and inventory strategy for Expedia platforms – how availability, pricing relative to other channels, and promotional participation affect the property's ranking and booking performance on Expedia's platforms? We score whether your supplier strategy advice reflects platform algorithm understanding. Rate competitiveness impact on ranking, last-room availability negotiation, promotional program participation B2B partner solutions selling Do you understand how to sell Expedia Partner Solutions to an airline or bank that is evaluating embedding travel booking in its own product – what technical capabilities EPS provides, what the revenue-sharing economics look like, and how to navigate the procurement and technical integration evaluation process? We detect sales answers that describe EPS without being able to explain the partner value proposition specifically. EPS technical capability explanation, revenue-sharing model clarity, integration evaluation support Vacation rental owner acquisition Can you make the case for listing on Vrbo to a vacation rental owner who is already listing on Airbnb and is skeptical about whether adding a second platform adds incremental bookings or just cannabilizes existing revenue? We flag sales answers that treat Vrbo and Airbnb as interchangeable platforms without articulating Vrbo's differentiated traveler demand. Vrbo incremental demand argument, whole-home traveler demographic differentiation, listing optimization advice How a session works Step 1: Choose an Expedia sales scenario – hotel supplier acquisition and commission value demonstration, supplier rate and inventory strategy optimization, Expedia Partner Solutions B2B technology partnership sales, or Vrbo vacation rental owner and property manager acquisition. Step 2: The AI interviewer asks realistic Expedia-style questions: how you would respond to a mid-scale hotel chain's procurement team that has just informed you that they are planning to reduce their Expedia commission tier from 20 percent to 12 percent or they
