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Ranking · Customer Satisfaction & Experience Measurement Tools

Best Experience Measurement Platforms for Hospitality and Travel

10 products scored on six criteria. Medallia leads at 9.0 and the field is tight, with 0.4 points between first and last, so read the catches before you pick. Every product opens to the evidence behind its number.

10 products scored6 criteria131 sources citedUpdated Jul 10, 2026
1 Medalliamedallia.com

4x Gartner Leader, but pricing starts near $20,000/year.

Read the reviewVisit ↗
2 Qualtricsqualtrics.com

Qualtrics hits FedRAMP High, but pricing stays a mystery

Read the reviewVisit ↗
3 Snowflakesnowflake.com

Snowflake powers data for Marriott, Hyatt, and JetBlue

Read the reviewVisit ↗
10Products
8.6 to 9.0Score spread
1Free plan or tier
01

The ranking

Order follows the score. Six little boxes show each product's criterion scores: green or red is above or below the category average, grey means too few products share that criterion to compare. The full review sits right under each one.

Nothing matches that filter here. Tap All to see every product.

1

Medallia

medallia.com · Medallia Experience Platform · scored Dec 2025

4x Gartner Leader, but pricing starts near $20,000/year.

Best forLarge enterprises needing real-time, omnichannel customer signal analysis.

From $20,000 per year Gartner LeaderAthena AIFedRAMP
Top score

Enterprise experience management platform using Athena AI to analyze omnichannel customer signals.

Standout factMedallia has been named a Leader in the Gartner Magic Quadrant for Voice of the Customer Platforms for four consecutive reports.medallia.com
Biggest catchPricing starts around $20,000 a year, using an Experience Data Record model rather than per-user pricing.selecthub.com
~$20,000/yrStarting priceselecthub.com
4xGartner Leader placementsmedallia.com
SOC 2, ISO 27001, HIPAA, FedRAMP ReadySecurity certsmedallia.com

Starting price

$20,000/yrApproximate starting price, Experience Data Record model

In their words

“Medallia, Inc.... announced that it has been named a Leader for the fourth consecutive publication in the Gartner Magic Quadrant for Voice of the Customer (VoC) Platforms report.”

medallia.com

Upside

  • 4x Gartner Magic Quadrant Leader
  • Athena AI for text analytics
  • Deep Salesforce, ServiceNow integrations

Catch

  • Starts around $20,000 per year
  • Lengthy implementation process
  • Not suited for small businesses
Pick it ifLarge enterprises needing real-time, omnichannel customer signal analysis.
Skip it ifSmall businesses or single properties with limited budgets.
PricingFrom approximately $20,000/year, Experience Data Record pricing

Editor's takeMedallia's four consecutive Gartner Magic Quadrant Leader placements for Voice of the Customer make it the credibility leader in the category, powered by Athena AI's sentiment and intent analysis across web, mobile, IoT, and contact center signals. Bi-directional Salesforce and ServiceNow integrations let teams trigger real-time operational workflows, not just view reports. The cost of entry is real, starting around $20,000 a year with a lengthy implementation process.

How much does Medallia cost?

Pricing is not public and starts around $20,000 annually, based on analysis from SelectHub. Medallia uses an Experience Data Record model rather than per-user or per-survey pricing.

What makes Medallia different from a standard survey tool?

Medallia captures signals beyond surveys, including web, mobile, IoT, and contact center interactions, and uses its Athena AI engine to analyze sentiment and predict risk across that data.

The evidence: 6 criteria, 3 penalties (−0.15 points)
9.4
Product Capability & DepthLooked for: We evaluate the breadth of signal capture across channels and the depth of AI-driven analytics to derive actionable insights.Medallia captures signals from web, mobile, IoT, and contact centers, utilizing Athena AI for sentiment analysis, intent detection, and predictive risk scoring across structured and unstructured data.medallia.commedallia.commedallia.com
9.6
Market Credibility & Trust SignalsLooked for: We assess industry recognition, analyst rankings, and adoption by major global enterprises.Medallia is a dominant market leader, recognized as a Leader in the Gartner Magic Quadrant for Voice of the Customer for four consecutive times and trusted by major global brands.go.forrester.commedallia.comstore.servicenow.com
8.9
Usability & Customer ExperienceLooked for: We examine user interface design, ease of navigation, and the quality of the user experience for both admins and frontline staff.Users report an intuitive, user-friendly interface that simplifies feedback analysis, though some note that initial onboarding and setup can be lengthy.medallia.comthecxlead.comthecxlead.com
8.2
Value, Pricing & TransparencyLooked for: We evaluate pricing transparency, entry costs, and the flexibility of the commercial model for different business sizes.Pricing is not publicly transparent and starts at a high threshold (~$20,000/year), utilizing an 'Experience Data Record' model that may be cost-prohibitive for smaller firms.medallia.comselecthub.commedallia.com
9.3
Integrations & Ecosystem StrengthLooked for: We analyze the availability and quality of pre-built connectors to key enterprise systems like CRM, HRIS, and support ticketing tools.The platform offers hundreds of out-of-the-box integrations including deep, bi-directional connectors for Salesforce, ServiceNow, and Adobe Experience Cloud.medallia.commedallia.commedallia.com
9.5
Security, Compliance & Data ProtectionLooked for: We verify the presence of enterprise-grade security certifications and compliance with global data privacy regulations.Medallia maintains rigorous security standards including SOC 2 Type II, ISO 27001, HIPAA compliance, and FedRAMP Readiness, ensuring suitability for regulated industries.medallia.commedallia.com

Score adjustments−0.15 points in total

−0.04High entry cost (~$20,000/year) makes the platform inaccessible for small businesses.selecthub.com · severity 60/100
−0.05Implementation and onboarding can be lengthy and complex compared to lighter alternatives.thecxlead.com · severity 50/100
−0.06Some users report limitations in AI analysis of unstructured data requiring manual configuration.g2.com · severity 45/100
2

Qualtrics

qualtrics.com · Qualtrics Experience Management · scored Dec 2025

Qualtrics hits FedRAMP High, but pricing stays a mystery

Best forEnterprises needing deep statistical research and combined CX and EX insights.

Quote only FedRAMP HighenterpriseAI text analysis

Enterprise experience management platform with 100-plus question types and AI-powered text analysis.

Standout factUsed by over 13,500 enterprises, including 85% of the Fortune 500g2.com
Biggest catchPricing is opaque and can scale from thousands to six figures a year.myspsshelp.com
13,500+Enterprise customersg2.com
85%Fortune 500 adoptiong2.com

In every 100

85 of the Fortune 500 use Qualtrics

Source: g2.com

Compliance

✓ FedRAMP High✓ ISO 27001✓ ISO 42001

Source: qualtrics.com

Upside

  • FedRAMP High security authorization
  • 100-plus customizable question types
  • Text iQ analyzes feedback in 23 languages

Catch

  • Pricing opaque, often six figures
  • Steep learning curve for advanced features
  • Support response times run slow
Pick it ifEnterprises needing deep statistical research and combined CX and EX insights.
Skip it ifSmall independent businesses wanting a simple, plug-and-play feedback tool.
PricingCustom quote, from a few thousand to six figures/year

Editor's takeQualtrics backs its enterprise scale, 13,500-plus customers including 85% of the Fortune 500, with the highest security bar in the category: FedRAMP High plus ISO 42001 for AI. Text iQ and XM Discover turn unstructured guest feedback into sentiment scores across 23 languages. Costs stay opaque, often reaching six figures annually, and reviewers describe a steep learning curve for advanced features like Text iQ and Stats iQ.

Is Qualtrics FedRAMP authorized?

Yes, at the FedRAMP High level, described as the gold standard for security certifications, alongside ISO 27001 and ISO 42001 for AI systems.

How much does Qualtrics cost?

Pricing is not published. Costs can start at a few thousand dollars a year and scale into six figures, depending on features and enterprise size.

The evidence: 6 criteria, 3 penalties (−0.16 points)
9.5
Product Capability & DepthLooked for: We evaluate the breadth of feedback collection tools, survey logic complexity, and ability to handle multi-channel guest interactions typical in hospitality.Qualtrics offers an extensive suite with over 100 question types, sophisticated logic, and omnichannel listening (web, SMS, app) powered by its CoreXM and XM Discover platforms.qualtrics.comtechradar.comqualtrics.com
9.7
Market Credibility & Trust SignalsLooked for: We look for adoption by major travel brands, enterprise-level reliability, and industry recognition.Qualtrics is a dominant market leader used by over 13,500 enterprises, including 85% of the Fortune 500, and holds top-tier recognitions like G2 Leader status.g2.comqualtrics.com
8.6
Usability & Customer ExperienceLooked for: We assess how easily hospitality teams can deploy surveys and dashboards, and the quality of support for operational issues.While the interface is praised for being intuitive for basic tasks, users report a steep learning curve for advanced features and mixed experiences with support responsiveness.qualtrics.comg2.comblog.uxtweak.com
8.0
Value, Pricing & TransparencyLooked for: We look for clear pricing models suitable for various business sizes and transparent cost structures.Pricing is opaque and generally considered expensive, often requiring annual contracts and custom quotes, which can be a barrier for smaller operators.qualtrics.commyspsshelp.combejoyous.ai
9.4
AI & Advanced AnalyticsLooked for: We look for AI tools that can analyze unstructured guest feedback (reviews, open text) to derive actionable insights.The platform features robust AI capabilities like Text iQ and XM Discover (formerly Clarabridge) to analyze sentiment and trends across vast amounts of unstructured data.qualtrics.comqualtrics.comdestinationcrm.com
9.9
Security, Compliance & Data ProtectionLooked for: We examine certifications relevant to handling sensitive guest data, such as GDPR, ISO standards, and federal authorizations.Qualtrics holds the highest level of security certifications, including FedRAMP High, ISO 27001, and ISO 42001 for AI, making it suitable for the most regulated industries.qualtrics.comqualtrics.comprnewswire.com

Score adjustments−0.16 points in total

−0.05Users consistently report opaque pricing and high costs, with some noting hidden fees for essential features or services.g2.com · severity 75/100
−0.06Documented complaints regarding slow customer support response times and difficulty accessing specialized technical help.blog.uxtweak.com · severity 60/100
−0.05The platform has a steep learning curve, with users finding advanced features like Text iQ and complex dashboards difficult to master without training.g2.com · severity 50/100
3

Snowflake

snowflake.com · Snowflake AI Data Cloud · scored Dec 2025

Snowflake powers data for Marriott, Hyatt, and JetBlue

Best forLarge travel brands with dedicated data engineering teams

Quote only zero-copy data sharingData Clean Roomsenterprise travel data

AI data cloud for travel brands, with zero-copy sharing and Data Clean Rooms for partner collaboration.

Standout factSnowflake's travel clients include Hyatt, Tripadvisor, Marriott, JetBlue, American Airlines, and Booking.com.phocuswire.com
Biggest catchHidden storage costs from Time Travel and Fail-safe retention can surprise teams.mammoth.io
Marriott, Hyatt, JetBlueNotable clientsphocuswire.com
SOC 2, ISO 27001, PCI DSS, FedRAMPCertificationsdata.folio3.com
Accuweather, S&P GlobalMarketplace data partnersphocuswire.com

In their words

“Snowflake's list of travel clients has included Hyatt, Tripadvisor, Marriott, JetBlue, American Airlines, Booking.com and WestJet.”

phocuswire.com

Compliance

✓ SOC 2 Type II✓ ISO 27001✓ PCI DSS✓ FedRAMP

Source: data.folio3.com

Upside

  • Zero-copy data sharing across partners
  • Data Clean Rooms protect PII
  • Used by Marriott, Hyatt, JetBlue

Catch

  • Consumption pricing can be unpredictable
  • Hidden Time Travel storage costs
  • Steep role management learning curve
Pick it ifLarge travel brands with dedicated data engineering teams
Skip it ifSmall operators wanting a ready-to-use survey dashboard
PricingEnterprise, consumption-based pricing; quote required

Editor's takeSnowflake fits large travel brands that need to unify siloed booking, loyalty, and guest data. Data Clean Rooms let airlines and hotels collaborate on guest experience data without exposing PII. Small operators without dedicated data engineers should look for a ready-made survey or reputation dashboard instead.

Is Snowflake pricing predictable?

Not always. Consumption-based pricing can lead to unexpected bills if queries run inefficiently, and features like Time Travel add hidden storage costs.

What are Data Clean Rooms?

They let travel partners like airlines and hotels share and analyze data together without exposing underlying personal information, commonly used for marketing attribution.

The evidence: 6 criteria, 3 penalties (−0.14 points)
9.3
Product Capability & DepthLooked for: We evaluate industry-specific features like dynamic pricing, loyalty management, and operational analytics tailored for travel and hospitality.Snowflake's AI Data Cloud for Travel & Hospitality unifies data for dynamic pricing, sustainability tracking, and reputation management, integrating AI/ML models directly into the data workflow.snowflake.comphocuswire.combusinesswire.com
9.6
Market Credibility & Trust SignalsLooked for: We look for adoption by tier-1 travel enterprises, strategic partnerships, and proven reliability in mission-critical booking and logistics systems.The platform is the data backbone for major industry players like Marriott, Hyatt, JetBlue, and Tripadvisor, signaling immense trust from market leaders.phocuswire.comtravelandtourworld.com
8.8
Usability & Customer ExperienceLooked for: We assess the ease of data management, query interface quality, and the learning curve for non-technical staff in travel operations.Users praise the SQL-based interface and independent scaling of compute/storage, though role management and cost monitoring present a steep learning curve.snowflake.comg2.comg2.com
8.2
Value, Pricing & TransparencyLooked for: We evaluate the pricing model's predictability, transparency of costs, and ROI specifically for high-volume travel data workloads.The consumption-based model offers flexibility but is frequently criticized for unpredictability and 'hidden' costs like Time Travel storage.snowflake.comg2.commammoth.io
9.4
Security, Compliance & Data ProtectionLooked for: We look for the ability to integrate third-party data (weather, economic) and seamless sharing with partners in the travel ecosystem.The platform excels with zero-copy data sharing and a robust Marketplace featuring partners like Accuweather and S&P Global.data.folio3.comsnowflake.comsnowflake.com
9.4
Industry Leadership & Innovation

Score adjustments−0.14 points in total

−0.05Consumption-based pricing can lead to unpredictable and spiraling bills if queries are inefficient or warehouses are left running.g2.com · severity 65/100
−0.04Hidden storage costs for historical data retention features (Time Travel, Fail-safe) can surprise users.mammoth.io · severity 50/100
−0.05Users report a steep learning curve for advanced administration tasks like role management and resource optimization.g2.com · severity 45/100
4

Sogolytics

sogolytics.com · Sogolytics Hospitality Experience · scored Dec 2025

Sogolytics offers a free-for-life plan with real NLP analytics

Best forHospitality teams wanting secure, scalable feedback tools with support.

Free tier From $39 per month free planHIPAAAI features

Hospitality experience platform with NLP sentiment analysis, Key Driver Analysis and 24/7 support.

Standout factSogolytics hosts data in Tier III and Tier IV data centers rated for 99.9% availability.sogolytics.com
Biggest catchAdvanced logic features like skip and branching are restricted to higher-tier paid plans.surveylab.com
99.9%Data center availability ratingsogolytics.com
$39/moPro plan pricesogolytics.com

Free vs paid

Free Pro plan

$0
  • Free for life, no card required
  • Core survey features

Pro from

$39/mo
  • Skip and branching logic
  • Advanced Key Driver Analysis

Source: sogolytics.com

Compliance

✓ ISO 27001✓ SOC 2✓ HIPAA

Source: sogolytics.com

Upside

  • 24/7 customer support via phone/chat
  • Advanced Key Driver and NLP analytics
  • Free-for-life plan available

Catch

  • Advanced logic needs a paid tier
  • Report saving workflow can be confusing
  • Steep learning curve for advanced features
Pick it ifHospitality teams wanting secure, scalable feedback tools with support.
Skip it ifTeams needing a dedicated guest app or contactless check-in.
PricingFree-for-life plan, Pro from $39/mo

Editor's takeSogolytics hosts guest feedback data in Tier III and Tier IV data centers rated for 99.9% availability. That security holds up alongside a genuinely free-for-life plan with NLP sentiment analysis included. Advanced logic like skip and branching still requires a paid tier, though, and report saving can confuse users.

Does Sogolytics have a free plan?

Yes. The Free Pro plan is free for life with no credit card required, though advanced logic like skip and branching needs a paid tier.

How secure is Sogolytics for guest data?

Very. It's ISO 27001 certified, SOC 2 Tier III compliant and HIPAA compliant, hosted in Tier III and IV data centers rated for 99.9% availability.

The evidence: 6 criteria, 3 penalties (−0.13 points)
9.0
Product Capability & DepthLooked for: We evaluate the breadth of feedback channels, survey logic, and specialized hospitality features like closed-loop ticketing and guest journey mapping.Sogolytics offers a robust omnichannel platform with Key Driver Analysis, NLP sentiment tracking, and automated ticket management for closing the feedback loop.sogolytics.comsogolytics.comsogolytics.com
9.3
Market Credibility & Trust SignalsLooked for: We look for industry certifications, user adoption rates, and third-party validation of security and reliability standards.The platform holds top-tier certifications including ISO 27001, SOC 2 Type II, and HIPAA compliance, backed by high ratings on G2.hospitalitynet.orgsogolytics.comsogolytics.com
8.9
Usability & Customer ExperienceLooked for: We assess ease of use, interface design, and the quality of customer support resources available to users.Users consistently praise the 24/7 customer support and intuitive interface, though some report management workflows can be confusing.sogolytics.comg2.comg2.com
8.8
Value, Pricing & TransparencyLooked for: We evaluate pricing transparency, plan flexibility, and the feature-to-cost ratio compared to industry competitors.Sogolytics offers a generous 'Free Pro' plan and transparent pricing for mid-tier plans, though Enterprise pricing is hidden.sogolytics.comsogolytics.comsogolytics.com
9.1
Analytics & Guest IntelligenceLooked for: We look for advanced analytical tools like sentiment analysis, text analytics, and predictive modeling tailored to guest feedback.Sogolytics provides enterprise-grade analytics including NLP-based sentiment analysis and predictive Key Driver Analysis to uncover hidden trends.sogolytics.comsogolytics.comsogolytics.com
9.5
Security, Compliance & Data ProtectionLooked for: We examine specific security measures relevant to hospitality, such as PII protection, data residency, and encryption standards.The platform employs Tier III/IV data centers, 256-bit encryption, and adheres to strict global privacy frameworks including GDPR and Privacy Shield.sogolytics.comsogolytics.comsogolytics.com

Score adjustments−0.13 points in total

−0.06Advanced logic features (skip logic, branching) are restricted to higher-tier paid plans, limiting the utility of the free/basic versions.surveylab.com · severity 45/100
−0.04Some users report that the report saving and filtering functionality can be confusing and less intuitive than other features.g2.com · severity 40/100
−0.03The renewal process for non-profit accounts is described as inconvenient and manual by some users.g2.com · severity 30/100
5

Duve

duve.com · Duve Hospitality Guest Experience · scored Dec 2025

Duve was first hospitality SaaS certified to dual ISO standards

Best forHotels wanting contactless check-in and automated guest upselling

From $5 per room/mo ISO 27001/27701no-download apponboarding fee
−0.1 vs #1

No-download guest experience platform with AI messaging, upselling, and 150+ integrations.

Standout factFirst SaaS company in hospitality to achieve both ISO 27001 and ISO 27701 certificationsduve.com
Biggest catchUsers report billing continuing after cancellation requests, with difficulty resolving financial disputes.hoteltechreport.com
1,000+ in 64 countriesClients servedhotelminder.com
€600Onboarding feeduve.com

Starting price

€5/room/moMin €100/mo package + €600 onboarding fee

In their words

“We are the First SaaS company in the Hospitality industry to achieve both ISO 27001 and ISO 27701 certifications.”

duve.com

Upside

  • No-download web-based guest app
  • Dual ISO 27001/27701 certified
  • 150+ PMS and key integrations

Catch

  • Mandatory €600 onboarding fee
  • Billing disputes after cancellation reported
  • Android app stability issues
Pick it ifHotels wanting contactless check-in and automated guest upselling
Skip it ifLarge chains needing complex workforce management tools
PricingFrom €5/room/mo (min €100/mo) plus €600 onboarding fee

Editor's takeDuve skips the app-download friction entirely, running guest check-in and messaging as a branded web app, and became the first hospitality SaaS company to hold both ISO 27001 and ISO 27701 certifications. Its 150-plus integrations cover major PMS and digital key providers. A mandatory €600 onboarding fee, minimum monthly spend, and documented billing disputes after cancellation are the notable costs of entry.

Does Duve require guests to download an app?

No. Duve is fully web-based, so guests access the guest app directly from a browser link without downloading anything, per the vendor.

Are there hidden fees with Duve?

Yes, worth noting. Beyond the €5-per-room monthly rate, Duve requires a €100-180 monthly minimum and a mandatory one-time €600 onboarding fee.

The evidence: 6 criteria, 3 penalties (−0.16 points)
9.0
Product Capability & DepthLooked for: We evaluate the breadth of guest management features, from check-in automation and digital keys to upselling and AI-driven communication tools.Duve offers a comprehensive suite including a no-download guest app, online check-in, AI-powered sentiment analysis for messaging, and dynamic upselling tools that allow customization of services like early check-in or room upgrades.duve.comhoteltechreport.com
9.3
Market Credibility & Trust SignalsLooked for: We look for industry awards, verified user reviews, and adoption rates to gauge the product's reputation and reliability in the hospitality sector.Duve has achieved significant recognition, including 'Best Guest App 2024' by Hotel Tech Report and ISO 27001/27701 certifications, serving over 1,000 clients globally.hospitalitynet.orgduve.comhotelminder.com
8.8
Usability & Customer ExperienceLooked for: We assess how intuitive the interface is for both staff and guests, focusing on ease of setup and the friction-free nature of the guest experience.The 'no-download' web app significantly reduces friction for guests, though some hoteliers report complexities during the initial setup and configuration of multiple properties.hoteltechreport.comhoteltechreport.com
8.5
Value, Pricing & TransparencyLooked for: We evaluate pricing clarity, the existence of hidden fees, and the flexibility of plans relative to the features provided.Duve publishes clear per-room pricing tiers (€5-€9/month) but imposes minimum monthly fees (€100-€180) and a mandatory one-time onboarding fee of €600.duve.comduve.comduve.com
9.1
Integrations & Ecosystem StrengthLooked for: We look for the breadth and depth of connections with PMS, digital keys, payment gateways, and other hospitality software.The platform boasts over 150 integrations, including major PMS providers (Mews, Cloudbeds), digital key systems (Assa Abloy, Salto), and payment gateways.duve.comhoteltechreport.comduve.com
9.6
Security, Compliance & Data ProtectionLooked for: We examine the product's adherence to data privacy standards, security certifications, and compliance with regulations like GDPR and PCI DSS.Duve is a leader in this area, being one of the first hospitality SaaS companies to achieve both ISO 27001 and ISO 27701 certifications, ensuring high-level data protection.duve.comduve.comduve.com

Score adjustments−0.16 points in total

−0.05Users have reported issues with billing continuing after cancellation requests and difficulties in resolving financial disputes.hoteltechreport.com · severity 70/100
−0.06Some users reported stability issues where the guest portal would not load or remained stuck on a blank screen, particularly on Android devices.hoteltechreport.com · severity 60/100
−0.05Customer support has been criticized for relying on asynchronous video recordings (Loom) rather than live calls to resolve complex issues.hoteltechreport.com · severity 50/100
6

TrustYou

trustyou.com · TrustYou Hospitality AI Platform · scored Dec 2025

TrustYou powers Google's hotel reviews, pricing stacks up fast

Best forHotels and chains wanting reputation management and guest data unification.

From $75 per month Google reviewsAI Agentshospitality
−0.1 vs #1

A hospitality platform powering Google's hotel review summaries plus AI agents for guest service.

Standout factPowers Google's official hotel review summaries and serves over 100,000 hospitality businesses.trustyou.com
Biggest catchReview syncing from OTAs like Booking.com or Expedia can lag up to 48 hours.g2.com
100,000+Hospitality businesses servedtrustyou.com
$75/property/moCXP starting pricesoftwarefinder.com

Standout number

100,000+hospitality businesses using TrustYou

Source: trustyou.com

Plans

CDP One$350/property/mo
AI Agents Booking$190/property/mo

Source: softwarefinder.com

Upside

  • Powers Google's hotel review summaries
  • Transparent per-property pricing tiers
  • AI Agents provide 24/7 guest support

Catch

  • Reviews can lag 48 hours from OTAs
  • Interface called cluttered by some users
  • Full suite cost adds up quickly
Pick it ifHotels and chains wanting reputation management and guest data unification.
Skip it ifNon-hospitality industries or small B&Bs needing a basic survey tool.
PricingCXP from $75/property/month, CDP from $350/property/month

Editor's takeTrustYou's strategic edge is structural: it supplies the review summaries and scores Google shows for hotels, giving clients visibility no competitor can replicate. Beyond reputation, its CXP, CDP, and AI Agent modules now cover guest data unification and 24/7 automated booking and service interactions. Pricing is unusually transparent for enterprise hospitality software, starting at $75 a property monthly for CXP, though stacking the full CXP-plus-CDP-plus-Agents suite adds up quickly, and OTA review syncing can lag up to 48 hours.

Does TrustYou really power Google's hotel reviews?

Yes. TrustYou supplies the review summaries and scores that Google displays for hundreds of thousands of hotels worldwide.

How much does TrustYou cost?

CXP starts at $75 per property monthly, the CDP module starts at $350, and AI Agents start at $190, each priced separately.

The evidence: 6 criteria, 3 penalties (−0.16 points)
9.3
Product Capability & DepthLooked for: We evaluate the breadth of features for guest feedback, reputation management, and AI-driven operations tailored to hospitality.TrustYou offers a comprehensive 'Hospitality AI Platform' comprising three core modules: Customer Experience Platform (CXP) for reputation, Customer Data Platform (CDP) for guest profiles, and AI Agents for 24/7 interaction.trustyou.comtrustyou.comcloudbeds.com
9.6
Market Credibility & Trust SignalsLooked for: We assess industry adoption, strategic partnerships, and the vendor's standing within the global hospitality market.TrustYou holds a unique and dominant market position as the provider of review summaries for Google, processing data for over 100,000 hospitality businesses globally.skift.comtrustyou.comtrustyou.com
8.6
Usability & Customer ExperienceLooked for: We examine user interface design, ease of navigation, and the quality of customer support resources.While functionality is robust, user feedback indicates the interface can be cluttered and non-intuitive, though customer support is generally rated highly.trustyou.comstarevaluator.comhoteltechreport.com
8.9
Value, Pricing & TransparencyLooked for: We look for public pricing availability, clear tier structures, and the perceived ROI for the cost.TrustYou offers unusually high transparency for an enterprise SaaS, with specific monthly per-property pricing listed for its CXP, CDP, and AI Agent modules.trustyou.comsoftwarefinder.comsoftwarefinder.com
9.1
Integrations & Ecosystem StrengthLooked for: We evaluate the platform's ability to connect with Property Management Systems (PMS), CRMs, and other hospitality tools.The platform boasts a strong ecosystem with verified integrations for major PMS providers like Cloudbeds, Mews, and Apaleo, plus marketing tools like Mailchimp.trustyou.comsoftwarefinder.comtrustyouconnect.docs.apiary.io
9.0
AI Innovation & AutomationLooked for: We assess the depth of AI implementation, specifically in automating responses, analyzing sentiment, and handling guest interactions.TrustYou has moved beyond basic automation to advanced AI with 'ResponseAI' for reviews and specialized 'AI Agents' that handle booking and guest inquiries 24/7.trustyou.comg2.comcloudbeds.com

Score adjustments−0.16 points in total

−0.05Some users describe the user interface as 'cluttered' and 'not intuitive,' stating it requires significant time to learn and navigate effectively.starevaluator.com · severity 50/100
−0.06Users report delays in review syncing from third-party OTAs (e.g., Booking.com, Expedia), which can take up to 48 hours to appear in the dashboard.g2.com · severity 45/100
−0.05Users have noted that the reporting tools can be inflexible, lacking the customization options needed for specific deep-dive analyses.hoteltechreport.com · severity 40/100
7

Calabrio ONE

calabrio.com · scored Dec 2025

Calabrio ONE can take 3 minutes to load a screen

Best forContact centers wanting unified WFM, quality management and analytics

Quote only FedRAMPISO 27001self-scheduling
−0.3 vs #1

Cloud workforce engagement suite with AI forecasting, self-scheduling and FedRAMP-level security for contact centers.

Standout factUsers report waiting up to 3 minutes for interactions to load with large datasetsg2.com
Biggest catchThe licensing model bills overage automatically when usage exceeds the committed monthly seat count.help.calabrio.com
~$39/user/moWFM price (AWS Marketplace)aws.amazon.com
4 years runningGartner Visionary streakvia.tt.se

Compliance

✓ FedRAMP Moderate✓ ISO 27001✓ SOC 2 Type II✓ PCI DSS

Source: calabrio.com

In their words

“Users experience slow loading times with Calabrio ONE, often waiting up to 3 minutes for interactions.”

g2.com

Upside

  • Self-scheduling mobile app for agents
  • FedRAMP Moderate and ISO 27001
  • Native Twilio and Amazon Connect sync

Catch

  • Loading times up to 3 minutes
  • Overage billing on uncommitted seats
  • Change orders can add cost
Pick it ifContact centers wanting unified WFM, quality management and analytics
Skip it ifSmall properties without a dedicated reservations or support team
PricingCustom quote, WFM listed on AWS Marketplace at about $39/user/month

Editor's takeCalabrio ONE holds FedRAMP Moderate authorization, a bar few workforce engagement tools clear, alongside ISO 27001 and SOC 2 Type II. The tradeoff shows up in daily use. G2 reviewers report waiting as long as 3 minutes for large reports to load, and the licensing model bills overage automatically once a team exceeds its committed seat count.

Does Calabrio ONE have FedRAMP authorization?

Yes. It holds FedRAMP Moderate, StateRAMP and TX-RAMP authorizations, audited annually, alongside ISO 27001 and SOC 2 Type II certification.

Is Calabrio ONE fast to use?

Not always. G2 reviewers report slow loading times, sometimes up to 3 minutes, when working with large reports or dashboards.

The evidence: 6 criteria, 3 penalties (−0.16 points)
8.7
Product Capability & DepthLooked for: We evaluate the breadth of workforce engagement features, including forecasting accuracy, scheduling automation, and AI-driven analytics capabilities.Calabrio ONE offers a unified suite with WFM, QM, and Analytics, featuring AI-driven forecasting and self-scheduling, though some users note feature gaps compared to legacy enterprise tools.calabrio.comcalabrio.comsmartcustomerservice.com
9.2
Market Credibility & Trust SignalsLooked for: We look for industry recognition, analyst rankings, security certifications, and adoption by major enterprise clients.Calabrio demonstrates exceptional market credibility as a consistent Gartner Visionary and Leader in the Spark Matrix, backed by rigorous security standards like FedRAMP and ISO 27001.cxtechbuzz.comcalabrio.comcalabrio.com
8.8
Usability & Customer ExperienceLooked for: We assess user interface design, ease of navigation, system performance, and the quality of the agent/supervisor experience.Users consistently praise the intuitive interface and self-scheduling tools, though significant complaints exist regarding slow loading times and performance lags with large datasets.calabrio.comg2.comg2.com
8.5
Value, Pricing & TransparencyLooked for: We evaluate pricing transparency, contract flexibility, total cost of ownership, and the presence of hidden fees.Pricing is partially transparent via AWS Marketplace (~$39/user/mo for WFM), but the complex licensing model with overage fees and reports of 'nickel and diming' impact the value score.calabrio.comaws.amazon.comhelp.calabrio.com
9.0
Integrations & Ecosystem StrengthLooked for: We evaluate the depth of pre-built integrations with major CCaaS platforms, CRM systems, and the availability of APIs for custom connections.The platform offers deep, pre-validated integrations with major players like Twilio Flex, Amazon Connect, and Microsoft Dynamics, facilitating seamless cloud-to-cloud deployment.calabrio.comaws.amazon.comcalabrio.com
9.6
Security, Compliance & Data ProtectionLooked for: We examine the product's adherence to global security standards, data encryption protocols, and compliance certifications relevant to enterprise needs.Calabrio ONE maintains an industry-leading security posture with FedRAMP Moderate, ISO 27001, SOC 2 Type II, and HIPAA compliance, plus robust encryption standards.trust.calabrio.comcalabrio.comcalabrio.com

Score adjustments−0.16 points in total

−0.06Users consistently report slow loading times and performance lags, particularly when accessing large reports or dashboards.g2.com · severity 60/100
−0.07Some users migrating from legacy systems (like IEX) report missing advanced scheduling features and automation gaps requiring manual workarounds.reddit.com · severity 50/100
−0.03Customer reviews indicate frustration with 'nickel and dime' costs for change orders and custom integrations.gartner.com · severity 45/100
8

CallMiner

callminer.com · CallMiner for Travel & Hospitality · scored Dec 2025

CallMiner analyzes 100% of calls, costs $102k a year

Best forTravel brands with high-volume contact centers needing full call analysis

Quote only PCI redactionconversation intelligenceForrester Leader
−0.3 vs #1

An AI conversation intelligence platform analyzing all guest interactions for travel and hospitality brands.

Standout factHoliday Inn Club Vacations documented a 4x ROI in its first year using CallMinercallminer.com
Biggest catchAverage annual cost runs about $102,000, per third-party data from Vendr.vendr.com
$102,000Average annual costvendr.com
4x in year oneHoliday Inn ROIcallminer.com

Standout number

100%of omnichannel interactions analyzed

Source: callminer.com

What changed

4xROI Holiday Inn Club Vacations documented in year one

Source: callminer.com

Upside

  • Analyzes 100% of omnichannel interactions
  • Automated PCI redaction built in
  • Named 2025 Forrester Wave Leader

Catch

  • Average cost about $102k/year
  • Steep learning curve reported
  • Interface called clunky by users
Pick it ifTravel brands with high-volume contact centers needing full call analysis
Skip it ifSmall teams without resources to run a speech analytics program
PricingCustom quote, average ~$102,000/year

Editor's takeCallMiner reviews every interaction rather than a sample, and its automated PCI redaction strips card data from calls and transcripts automatically. Holiday Inn Club Vacations documented a 4x ROI in its first year on the platform. It comes at enterprise cost, averaging about $102,000 a year, and multiple reviews describe a steep learning curve.

How much does CallMiner cost?

Pricing is not public. Third-party buyer data from Vendr puts the average annual contract at about $102,000.

Does CallMiner analyze every call?

Yes. CallMiner analyzes 100% of omnichannel interactions across calls, email, texts, social media, and surveys, rather than sampling a subset, per its product page.

The evidence: 6 criteria, 3 penalties (−0.15 points)
8.9
Product Capability & DepthLooked for: We evaluate the platform's ability to capture, transcribe, and analyze omnichannel interactions specifically for complex travel booking and guest service workflows.CallMiner analyzes 100% of interactions across voice, chat, and email, offering real-time agent guidance and automated scoring that specifically addresses travel use cases like booking friction and guest sentiment.callminer.comcallminer.comcallminer.com
9.3
Market Credibility & Trust SignalsLooked for: We look for industry-specific adoption by major travel brands and validation from top-tier analyst firms.CallMiner is a recognized Leader in the 2025 Forrester Wave for Conversation Intelligence and is trusted by major industry players like Hawaiian Airlines, Holiday Inn Club Vacations, and Gant Travel.callminer.comcallminer.com
8.1
Usability & Customer ExperienceLooked for: We assess the ease of setup, interface intuitiveness, and the learning curve for travel contact center agents and analysts.While powerful, the platform is frequently cited for having a steep learning curve and a complex setup process that often requires dedicated analysts or significant training to master.callminer.comg2.comthelevel.ai
8.5
Value, Pricing & TransparencyLooked for: We look for clear pricing models and demonstrated return on investment, particularly for high-volume travel operations.Pricing is not publicly transparent and leans towards the enterprise high-end (avg ~$102k/year), but documented ROI for travel clients is exceptionally strong.callminer.comvendr.comcallminer.com
8.8
Integrations & Ecosystem StrengthLooked for: We look for seamless connectivity with major CCaaS platforms and CRMs used in the travel industry (e.g., Salesforce, Genesys).The platform integrates deeply with major contact center ecosystems like Genesys Cloud CX, Amazon Connect, and Salesforce, supporting real-time data streaming.callminer.comappexchange.salesforce.comcallminer.com
9.5
Security, Compliance & Data ProtectionLooked for: We examine PCI DSS compliance and redaction capabilities, which are non-negotiable for handling travel bookings and credit card data.CallMiner offers industry-leading automated redaction for PCI compliance, removing sensitive payment data from recordings and transcripts, backed by SOC 2 and ISO certifications.callminer.comcallminer.comcallminer.com

Score adjustments−0.15 points in total

−0.07Users frequently report a steep learning curve and complex syntax construction, requiring significant time or dedicated analysts to achieve proficiency.g2.com · severity 65/100
−0.05Reviews indicate the user interface can be 'clunky' and suffer from slow loading times, impacting the speed of insight generation.thelevel.ai · severity 50/100
−0.03Pricing is not transparently listed, and third-party data suggests a high barrier to entry (avg ~$102k/year), making it less accessible for smaller agencies.vendr.com · severity 45/100
9

Cemantica

cemantica.com · Cemantica Journey Management · scored Dec 2025

Cemantica links CX to revenue, has only 3 G2 reviews

Best forCX teams on Microsoft Dynamics 365 needing to prove the financial value of journey work.

From $90 per user/mo Microsoft Dynamics 365ROI moduleISO 27001
−0.3 vs #1

CX journey management platform natively integrated with Microsoft Dynamics 365, with a dedicated ROI module.

Standout factCemantica's ROI module quantifies the bottom-line financial impact of CX programs.cemantica.com
Biggest catchCemantica has a very low volume of verified public reviews, roughly 3 on G2, limiting independent validation.g2.com
70+Native connectors availablecemantica.com
$90/user/moExpert plan pricecemantica.com
5.8QKS Group analyst ratingqksgroup.com

In their words

“Smart Analytics... helps you summarize and analyze customer journeys and measure the bottom-line impact of your CX program”

cemantica.com

Starting price

$90/user/moExpert plan, minimum 3 users; free plan discontinued

Upside

  • Native Microsoft Dynamics 365 integration
  • Dedicated ROI module for CX financial impact
  • Alex AI automates persona and map creation

Catch

  • Very low verified review volume
  • Free plan recently discontinued
  • Lower analyst ratings than top rivals
Pick it ifCX teams on Microsoft Dynamics 365 needing to prove the financial value of journey work.
Skip it ifSmall businesses wanting a simple standalone survey tool, or teams outside Microsoft.
PricingExpert plan $90/user/mo, minimum 3 users; free plan discontinued

Editor's takeCemantica's ROI module is a genuine differentiator, translating journey maps into dollar figures management can act on, and its 70-plus native connectors plus Dynamics 365 integration suit Microsoft-centric enterprises. QKS Group rated it a Major Player rather than a Leader, with a 5.8 analyst score behind competitors like QuestionPro and UXPressia. Public reviews are scarce, only about 3 on G2, so buyers should weigh case studies more heavily than crowd validation here.

Does Cemantica have a free plan?

No longer. The Free Standard plan for 10 users was discontinued. A free trial of the Enterprise package is available instead.

How does Cemantica integrate with Microsoft tools?

It is natively integrated with Microsoft Dynamics 365 and Power Platform, plus more than 70 additional connectors including Salesforce and Jira.

The evidence: 6 criteria, 3 penalties (−0.14 points)
9.0
Product Capability & DepthLooked for: We evaluate the platform's ability to handle end-to-end journey management, from persona creation and mapping to actionable project execution and ROI tracking.Cemantica offers a comprehensive suite designed by CCXP professionals, featuring AI-driven mapping (Alex AI), a unique ROI calculation module, and seamless transition from maps to project management.cemantica.comcemantica.comcemantica.com
8.6
Market Credibility & Trust SignalsLooked for: We assess the vendor's industry standing, certifications, partnership network, and validation by independent analysts and user reviews.While Cemantica holds strong certifications (ISO 27001, SOC2) and a Gold Microsoft partnership, it suffers from low user review volume and lower comparative analyst ratings than market leaders.cemantica.comsandsiv.comqksgroup.com
8.8
Usability & Customer ExperienceLooked for: We look for evidence of intuitive design, ease of adoption, and quality of support resources for CX professionals.Users report the interface is intuitive and facilitates data integration well, supported by CCXP-led methodology and training resources.cemantica.comg2.comcemantica.com
8.7
Value, Pricing & TransparencyLooked for: We evaluate pricing transparency, flexibility of plans, and the balance of features provided relative to cost.Cemantica offers transparent per-user pricing for its Expert plan but has discontinued its free entry-level plan, pushing smaller teams toward paid subscriptions immediately.cemantica.comcemantica.comcemantica.com
9.2
Integrations & Ecosystem StrengthLooked for: We examine the breadth of pre-built connectors and the depth of integration with key enterprise ecosystems like Microsoft.Cemantica excels here with native Microsoft Dynamics 365 integration and over 70 pre-built connectors for major VoC and CRM platforms.cemantica.commarketplace.microsoft.com
9.0
AI & Analytics InnovationLooked for: We assess the sophistication of AI features for automation and the depth of analytical capabilities for measuring CX success.The platform leverages 'Alex AI' for generative tasks and sentiment analysis, while its ROI module uniquely quantifies the financial value of CX initiatives.hospitalitynet.orgcemantica.comcemantica.com

Score adjustments−0.14 points in total

−0.06The product has a very low volume of verified public reviews (e.g., only ~3 on G2, minimal presence on Capterra), making it difficult to validate user satisfaction at scale compared to competitors.g2.com · severity 60/100
−0.05Independent analyst ratings from QKS Group have scored Cemantica (5.8) significantly lower than key competitors like QuestionPro (7.2) and UXPressia (7.0) in comparative assessments.qksgroup.com · severity 50/100
−0.03The vendor recently discontinued their 'Free Standard' plan (which allowed 10 users), forcing new users to commit to a paid plan or a limited trial, reducing accessibility for smaller teams.cemantica.com · severity 45/100
10

Quantum Metric

quantummetric.com · Quantum Metric for Travel and Hospitality · scored Dec 2025

Quantum Metric found a booking error costing 2.5% of sales

Best forAirlines and OTAs optimizing digital booking flows and conversion rates.

Quote only session replaykiosk analyticsFlutter support
−0.4 vs #1

Digital analytics platform quantifying lost travel bookings across web, apps, and airport kiosks.

Standout factRadisson found a booking form error blocking 2.5% of reservations.quantummetric.com
Biggest catchFaces a class-action lawsuit alleging illegal wiretapping via session replay.captaincompliance.com
2.5% of reservationsBooking errors found (Radisson)quantummetric.com
$3MCost avoided (Vueling)quantummetric.com
$1B+Company valuationprnewswire.com

By the numbers

2.5%of Radisson reservations recovered
$3Mcosts avoided, Vueling
$1B+company valuation

Source: quantummetric.com

The thing people get wrong

Session replay tools carry no legal risk if certified SOC 2

Quantum Metric faces a class-action lawsuit alleging illegal wiretapping via session replay

Source: captaincompliance.com

Upside

  • Quantifies revenue impact of booking errors
  • Native mobile and airport kiosk support
  • Felix AI summarizes sessions automatically

Catch

  • Steep learning curve for beginners
  • High average contract value, ~$280K
  • Faces wiretapping privacy litigation
Pick it ifAirlines and OTAs optimizing digital booking flows and conversion rates.
Skip it ifPhysical properties focused on in-person guest service metrics.
PricingCustom quote only, averaging about $280,000/year.

Editor's takeQuantum Metric helped Radisson Hotel Group identify a booking form error blocking 2.5% of reservations, turning a technical bug into a measurable revenue fix. Its SDK supports native kiosk analytics and hybrid frameworks like Flutter, unusual depth for the travel and hospitality vertical specifically. SOC 2, ISO 27001, and HITRUST certifications sit alongside an active class-action lawsuit alleging illegal wiretapping through session replay technology, a real reputational risk worth weighing.

What revenue impact has Quantum Metric documented for travel brands?

Radisson Hotel Group used it to find a booking form error preventing about 2.5% of reservations from completing, then recovered that lost revenue after the fix.

Has Quantum Metric faced legal challenges over data privacy?

Yes. The company faced a 2024 class-action lawsuit alleging illegal wiretapping and unauthorized collection of sensitive personal data through its session replay technology on a client's website.

The evidence: 6 criteria, 3 penalties (−0.15 points)
9.1
Product Capability & DepthLooked for: We evaluate features specifically designed for travel booking flows, mobile app fidelity, and real-time friction detection across complex journeys.Quantum Metric offers specialized 'Continuous Product Design' tools including 'Felix AI' for session summarization, native mobile app analytics (supporting Flutter), and kiosk monitoring. It uniquely quantifies the revenue impact of technical errors in real-time, such as booking drop-offs or check-in failures.quantummetric.comquantummetric.comquantummetric.com
9.3
Market Credibility & Trust SignalsLooked for: We look for adoption by major travel brands, verified case studies, and industry recognition.The company has achieved 'unicorn' status and serves major industry players including Alaska Airlines, Radisson Hotel Group, Wyndham, and Vueling. It maintains strategic partnerships with Google Cloud and Salesforce.quantummetric.comprnewswire.com
8.4
Usability & Customer ExperienceLooked for: We assess ease of use for non-technical teams, quality of support, and learning curve.While users praise the depth of insights and support quality, multiple G2 reviews cite a 'steep learning curve' and difficulties with search functionality. The introduction of 'Felix AI' aims to simplify data interpretation for non-technical users.quantummetric.comg2.comg2.com
8.0
Value, Pricing & TransparencyLooked for: We look for transparent pricing models and clear ROI evidence.Pricing is not public and is enterprise-focused. Third-party data indicates a high average contract value (~$280k/year). However, the platform delivers proven high-value ROI, such as recovering lost bookings and reducing support calls.quantummetric.comvendr.comquantummetric.com
8.2
Security, Compliance & Data ProtectionLooked for: We examine certifications (SOC2, GDPR) and handling of sensitive traveler data (PII, payments).The platform holds SOC2 Type 2, ISO 27001, and HIPAA certifications and uses pseudonymization for privacy. However, the company has faced class-action litigation regarding 'wiretapping' and data privacy, which is a significant trust factor.quantummetric.comcaptaincompliance.com
9.2
Mobile & Digital Experience OptimizationLooked for: We look for features supporting the mobile-first nature of travel (apps, kiosks, cross-device).Quantum Metric excels here with a patented capture method for native apps, support for hybrid frameworks (Flutter), and unique kiosk analytics capabilities used by airlines. It bridges the gap between web and mobile app analytics.quantummetric.comquantummetric.com

Score adjustments−0.15 points in total

−0.07The company has been named in class-action lawsuits alleging violation of wiretapping laws (CIPA/WESCA) via session replay technology, specifically regarding data collection without explicit consent.news.bloomberglaw.com · severity 65/100
−0.05Users consistently report a steep learning curve, noting that the tool is challenging for beginners and requires significant time to master compared to simpler alternatives.g2.com · severity 45/100
−0.03Pricing is opaque and high-cost, with data indicating an average contract value of ~$280,000, making it inaccessible for smaller travel businesses.vendr.com · severity 40/100
02

Side by side

10 features across 10 products. Green is yes, red is no, grey is not published.

FeatureMedalliaQualtricsSnowflakeSogolyticsDuveTrustYouCalabrio ONECallMinerCemanticaQuantum Metric
Has Mobile App
Has Free Plan
Has Free Trial Contact for trial Contact for trial Contact for trial Contact for trial Contact for trial Contact for trial Contact for trial Contact for trial Contact for trial
Integrates With Zapier
Has Public API Enterprise API only Enterprise API only
Live Chat Support Email/Ticket only Email/Ticket only Email/Ticket only
SOC 2 or ISO Certified Both
Popular Integrations Salesforce, Microsoft Dynamics, Adobe Salesforce, Slack, SAP AWS, Microsoft Azure, Google Cloud Google Analytics, Salesforce, Mailchimp Airbnb, Booking.com, Expedia Google, TripAdvisor, Booking.com Salesforce, Microsoft Teams, Cisco Salesforce, Amazon Connect, Genesys Custom integrations only Google Analytics, Adobe, Salesforce
Supports SSO
Starting Price $20,000 per year Contact for pricing Contact for pricing $39 per month $5 per room/mo $75 per month Contact for pricing Contact for pricing $90 per user/mo Contact for pricing
03

How we chose

Four fixed criteria for every product, plus two chosen for Experience Measurement Platforms for Hospitality and Travel, weighted and reduced by documented penalties.

Full methodology
Criteria set for this categoryProduct Capability & Depth, Market Credibility & Trust Signals, Usability & Customer Experience, Value, Pricing & Transparency, Security, Compliance & Data Protection, Integrations & Ecosystem Strength
Evidence, then a scoreDocumentation, pricing pages, security pages and third-party reviews. Each criterion records what was found and links its sources.
Penalties, then a rankDocumented problems pull the score down with their evidence attached. Rank follows the score. Sponsored rows, where present, are labelled.
iVendors cannot buy a position. Every score rests on published evidence, documented problems pull it down, and a 9.1 here is not a 9.1 in another category.
Albert Richer
Albert RicherFounder · Memphis, TN

Sets the criteria and reviews the evidence before a ranking publishes. Email him if something here looks wrong.

04

Questions people ask

How much does Medallia cost?

Pricing is not public and starts around $20,000 annually, based on analysis from SelectHub. Medallia uses an Experience Data Record model rather than per-user or per-survey pricing.

What makes Medallia different from a standard survey tool?

Medallia captures signals beyond surveys, including web, mobile, IoT, and contact center interactions, and uses its Athena AI engine to analyze sentiment and predict risk across that data.

Is Qualtrics FedRAMP authorized?

Yes, at the FedRAMP High level, described as the gold standard for security certifications, alongside ISO 27001 and ISO 42001 for AI systems.

How much does Qualtrics cost?

Pricing is not published. Costs can start at a few thousand dollars a year and scale into six figures, depending on features and enterprise size.

Is Snowflake pricing predictable?

Not always. Consumption-based pricing can lead to unexpected bills if queries run inefficiently, and features like Time Travel add hidden storage costs.

What are Data Clean Rooms?

They let travel partners like airlines and hotels share and analyze data together without exposing underlying personal information, commonly used for marketing attribution.

Does Sogolytics have a free plan?

Yes. The Free Pro plan is free for life with no credit card required, though advanced logic like skip and branching needs a paid tier.

How secure is Sogolytics for guest data?

Very. It's ISO 27001 certified, SOC 2 Tier III compliant and HIPAA compliant, hosted in Tier III and IV data centers rated for 99.9% availability.

How is the best Experience Measurement Platforms for Hospitality and Travel decided?

Every product is scored on six criteria for this category, with cited evidence and documented penalties. Rank follows the overall score. Vendors cannot pay for a position.

How often is this ranking updated?

Products are re-scored when pricing, features or evidence change. This ranking was last updated July 10, 2026.

05

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