established · 0.0 capability resource

Reviews

Score 24.3 / 100 71 providers +62 via APIs 91 APIs Search apis.io →
Workflows using this tag
Android Refund a Play Order · Android Android Launch a Subscription Product with an Introductory Offer · Android Android Reconcile Voided Purchases · Android Android Cancel a Subscription Purchase · Android Android Grant and Consume a Consumable Purchase · Android Android Verify and Acknowledge an In-App Product Purchase · Android Android Revoke and Refund a Subscription Purchase · Android Android Defer a Subscription Renewal · Android
Business capabilities this tag reaches
Customer Service Management 20 Human Capital Management 3 Software Product Engineering Management 2 Content Compliance & Standards Management 1 Financial Crime Management 1

Providers using this tag (71)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 2 Complete, well-documented, and agent-ready
BirdeyeReputation ManagementCustomer ExperienceSurveys2 APIs77.3G2B2BSoftware DiscoverySoftware ReviewsBuyer Intent4 APIs69.1
Strong 11 Solid coverage with minor gaps
StayingAPITravelHospitalityaccommodation-datahotel-api2 APIs64.8SynupLocal MarketingListings ManagementReputation ManagementLocal SEO2 APIs63.2BazaarvoiceBazaarVoiceCompanyRatings23 APIs62.8AskNicelyCompanyCustomer ExperienceNPSSurveys2 APIs61.9Listings APIBusiness ListingsLocal SEOLocation1 API60.8EtsyMarketplaceE-CommerceHandmadeListings1 API58.7WeaveCompanyCommunicationsMessagingPayments1 API58.6TrustRadiusB2B Software ReviewsBuyer IntelligenceIntent DataSoftware Reviews1 API58.0ReefAPIWeb DataData AggregationWeb ScrapingSERP1 API57.7SerperSearchSERPGoogle SearchArtificial Intelligence2 APIs56.3The Movie DatabaseCatalogDiscoveryEntertainmentImage21 APIs54.6
Developing 11 Usable, with meaningful gaps to close
TrustpilotConsumer ReviewsTrustRatings4 APIs51.0PodiumCustomer CommunicationMessagingPayments24 APIs48.7YelpRestaurantLocal SearchBusiness Data5 APIs47.9ReflektivePerformance ManagementHuman ResourcesEmployee FeedbackGoal Tracking1 API46.2Google Business ProfileBusiness ProfilesGoogleLocal BusinessLocation1 API46.0RevinateHospitalityHotelsReputation Management8 APIs45.0YextDigital PresenceBusiness ListingsLocation Data9 APIs44.2SiteJabberCompanyConsumer ReviewsProduct Reviews1 API43.8The New York Times CompanyNewsMediaPublishingNewspapers20 APIs42.8FoursquareRestaurantLocationPlacesGeocoding1 API42.0StoryTapCompanyVideoTestimonialsUser Generated Content1 API39.7
Thin 20 Limited public surface area
TripadvisorAttractionsHotelsHospitalityRestaurant2 APIs39.0YotpoE-CommerceLoyaltyRetention Marketing1 API39.0OkendoCompanyBusiness ApplicationsRatings2 APIs37.8Literal ClubBooksReadingSocialGraphQL1 API37.1KudobuzzCompanyUser Generated ContentE-Commerce1 API37.0Rotten TomatoesMoviesTelevisionRatings1 API34.8Shopper ApprovedRatingsE-CommerceCustomer Feedback1 API34.3REVIEWS.ioUGCRatingsReputation1 API34.1GoodaysCompanyCustomer ExperienceCustomer FeedbackVoice of the Customer1 API34.0CarGurusAutomotiveMarketplaceCar ListingsDealers1 API32.3RealSelfCompanyHealthcareAestheticsMarketplace1 API31.8Judge.meE-CommerceShopifyRatings1 API31.5Common Sense MediaApplicationBooksMediaMovies2 APIs31.3LetterboxdFilmMoviesSocial1 API30.7EdmundsAutomobilesCarsVehiclesVehicle Data4 APIs30.2StampedCompanyConsumerRatings2 APIs29.7DAS TechnologyCompanyMarTechAutomotiveAutomotive Retail4 APIs28.9SOCiCompanyMarketingLocal MarketingMulti-Location1 API28.3GoSiteCompanySmall BusinessLocal ServicesWebsite Builder1 API28.2BrightLocalLocal SEOBusiness ListingsRank Tracking1 API28.0
Emerging 12 Early or largely undocumented
A Place for MomCompanySenior LivingSenior CareReferral Marketplace1 API24.7SerchenCloud ServicesDirectorySoftware-as-a-ServiceSoftware Marketplace24.3GoodreadsCompanyConsumerBooksReading24.1MetacriticEntertainmentMetascoreGames1 API20.9RevieCompanyWhatsAppMarketing20.3DiscoverCloudCloud ServicesMarketplaceSoftware-as-a-ServiceSoftware Discovery15.4OferteoCompanyMarketplaceServicesPoland14.4CrozdeskB2BSoftware-as-a-ServiceSoftware Discovery14.1DyrtCompanyCampingCampgroundsRV13.6EquipboardCompanyMusicMusical InstrumentsMusic Gear13.1CareLuLuCompanyChildcareDaycarePreschool12.8alphinCompanyMarketingLocal MarketingSmall Business11.3
Minimal 15 Almost no public developer surface
AlternativeToAlternativesSoftware DiscoverySoftware Directory10.5Impactyn B.VCompanyMarketingVideoUser Generated Content10.4QravedCompanyFoodRestaurantDining10.2SpotHopperCompanyRestaurantHospitalityMarketing10.2Angie’s ListCompanyHome ServicesMarketplace5.4Oyster.com (TripAdvisor)CompanyCommerceTravelHotels3.8OpencareCompanyDentalHealthcareMarketplace3.7CourseGuideCompanyEducationBootcampsTraining3.4MafengwoCompanyTravelTourismChina3.4PriceBabaCompanyPrice ComparisonE-CommerceConsumer Electronics3.4DabeeCompanyConsumer ElectronicsComparison Shopping2.5Main Street HubCompanyMarketingSocial MediaSmall Business2.5TalasimCompanyLocalUser Generated Content2.5abillionCompanySustainabilityFood0.0FakespotCompanyE-CommerceConsumer Protection0.0

APIs with this tag (91)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 5 Complete, well-documented, and agent-ready
Stripe Reviews APIReviews can be used to supplement automated fraud detection with human expertise.82.1Birdeye Reviews APIConsistently generate more reviews and higher ratings.77.3Microsoft Azure Reviews APIThe Reviews API from Microsoft Azure — 8 operation(s) for reviews.76.7Klaviyo Reviews APIreviews73.6G2 Reviews APIThe Reviews API from G2 — 2 operation(s) for reviews.69.1
Strong 21 Solid coverage with minor gaps
HighLevel Reviews APIDocumentation for products API66.4StayingAPI Agent SkillsPublished portable SKILL.md agent skill in the stayingapi/travel-skills GitHub repo, referenced from the SD...64.8StayingAPI MCP ServerHosted MCP server (Streamable HTTP, OAuth 2.1/PKCE) exposing 7 read-only tools mapping 1:1 to the REST endp...64.8Synup Reviews APIThe Reviews API from Synup — 9 operation(s) for reviews.63.2Bazaarvoice Reviews APISearch for reviews62.8Reputation Reviews APIReview management and responses61.8Olo Sentiment APIOlo Sentiment aggregates guest feedback signals - post-order surveys, public reviews (Google, Yelp), and so...61.0Walmart Reviews APIThe Reviews API from Walmart — 3 operation(s) for reviews.60.9Listings API Reviews APIReviews and review-response endpoints, including analytics.60.8Autodesk ACC Reviews APIThe ACC Reviews API manages approval workflows and file reviews, enabling tracking of review status, automa...60.4Zocdoc Reviews APIEndpoints to retrieve aggregate review summaries for providers, individually or in batches of up to 100 pro...59.9ServiceTitan Marketing Reputation APIRetrieve aggregated customer reviews and reputation metrics across Google, Facebook, Yelp, BBB, and other c...59.8Weave Reviews APIReview generation, reputation, and business listings.58.6TrustRadius TrustQuotes Content Syndication APILicensed review-quote syndication. GET /trustquotes returns review excerpts with the quote text, a link and...58.0ReefAPI MCP ServerHosted MCP server over streamable-HTTP with 5 discovery-first tools (search_engines, get_catalog, get_engin...57.7ReviewTrackers APIREST API for the ReviewTrackers online reputation management platform. Provides access to review data from ...57.4Fabric Origin Metacritic APIMetascores and Metacritic reviews for movies and TV, keyed on Origin identifiers.57.3BigCommerce Reviews APIThe Reviews API from BigCommerce — 2 operation(s) for reviews.56.9tessl.io Reviews APIThe Reviews API from tessl.io — 3 operation(s) for reviews.56.5Serper Reviews APIGoogle place reviews by cid, fid or placeId, cursor-paginated with nextPageToken. The only Serper endpoint ...56.3Alloy Reviews APIManual review notes and decisions on entities.54.7
Developing 37 Usable, with meaningful gaps to close
Webz.io Reviews APICustomer reviews and ratings collected from across the open web as structured JSON - rating, author, langua...54.0Later Reviews APIThe Reviews API from Later — 1 operation(s) for reviews.52.2Mavrck Reviews APIThe Reviews API from Mavrck — 1 operation(s) for reviews.51.6Instabug (Luciq) Reviews APIRead app store, native-prompt, and custom-prompt reviews captured through the Luciq SDK, with filters for r...51.0Trustpilot Consumer APIThe Trustpilot Consumer API provides access to reviews written by individual consumers. Developers can retr...51.0Trustpilot Reviews APIBusiness unit review retrieval51.0Quandoo Reviews APIThe Reviews API from Quandoo — 1 operation(s) for reviews.50.7Android Reviews APIRetrieve user reviews from the Google Play Store and post developer replies to those reviews.49.9Booksy Public APIThe Booksy Public API is a partner-facing REST API for managing Booksy businesses and their booking data. I...49.1HR Partner Reviews APIRead performance reviews and scoring.48.2Perforce Reviews APIEndpoints for managing code reviews.48.2Yelp Reviews APIBusiness review excerpts and ratings47.9PowerReviews Reviews APIEndpoints for product reviews by merchant47.5TheFork Reviews APIRetrieve guest review details.46.5airbnb Reviews APIOperations for retrieving and responding to guest and host reviews.45.9Leapsome Reviews APIThe reviews API from Leapsome — 4 operation(s) for reviews.45.9Luminance Reviews APIThe Reviews API from Luminance — 3 operation(s) for reviews.45.1Revinate Reviews APIThe Reviews API from Revinate — 2 operation(s) for reviews.45.0Zoca Reviews APIThe Reviews API from Zoca — 14 operation(s) for reviews.45.0Outdoorsy Reviews APIThe reviews API from Outdoorsy — 4 operation(s) for reviews.44.5GuestReady Reviews APIThe reviews API from GuestReady — 2 operation(s) for reviews.44.4Scott Ai Reviews APIThe reviews API from Scott Ai — 9 operation(s) for reviews.44.4Lattice Reviews APICreate, update, and submit performance reviews (v2)44.2Yext Reviews APIThe Reviews API from Yext — 14 operation(s) for reviews.44.2SiteJabber Reviews APIThe Reviews API from SiteJabber — 4 operation(s) for reviews.43.8Holidu Reviews APIThe Reviews API from Holidu — 1 operation(s) for reviews.42.6Zillow Agent Reviews APIWeb-service API returning Zillow agent review data as JSON from URI query-string requests, authenticated wi...42.6Zillow Lender Reviews APIAPI for accessing Zillow lender review data, listed under the Zillow Group mortgage developer program. Acce...42.6Zillow Reviews APISelf-serve API for MLS and broker partners to be notified when a prospect creates a review, retrieve prospe...42.6Trakstar Reviews APIManage candidate reviews42.4Giant Bomb Reviews APIAccess to game reviews41.1WellnessLiving Reviews APIThe Reviews API from WellnessLiving — 3 operation(s) for reviews.41.0Contently Talent APIREST-first JSON API to Contently's vetted creative network and project workflow. Search creators, open NDA-...40.8Accept Reviews APIThe Reviews API from Accept — 1 operation(s) for reviews.40.7GetYourGuide Reviews APIThe Reviews API from GetYourGuide — 1 operation(s) for reviews.40.7Eigenpal Reviews APIRecord human review verdicts, manage corrected outputs, and monitor review health.40.4EpicDirectories Reviews APIThe reviews API from EpicDirectories — 1 operation(s) for reviews.39.4
Thin 22 Limited public surface area
Yotpo Reviews APIReviews and user-generated content.39.0Literal GraphQL APIGraphQL API for Literal Club that provides access to book data, reading states, shelves, reviews, highlight...37.1Kudobuzz Developer APIThe Kudobuzz Developer API lets merchants and integration developers create customer reviews and sync custo...37.0Phorest Reviews APIClient reviews for syndication to external review platforms.36.7OwnerRez Reviews APIGuest reviews collected for stays and properties.36.1Thumbtack Reviews APIThe Reviews API from Thumbtack — 1 operation(s) for reviews.35.6Hospitable Reviews APIGuest reviews and host responses.35.5Chatmeter APIREST API for accessing and administrating all Chatmeter platform data including location listings, review m...35.4AristaMD Reviews APIThe Reviews API from AristaMD — 2 operation(s) for reviews.34.8Rakuten Item Price Navi APIPrice Navi (Product Search) returns aggregated product records with multi-shop price comparisons, ratings, ...34.3Shopper Approved Reviews APIThe Reviews API from Shopper Approved — 3 operation(s) for reviews.34.3Pavoot Reviews APIThe Reviews API from Pavoot — 5 operation(s) for reviews.33.7Proctorio Result Webhooks (v2/v3)After an exam attempt is submitted, Proctorio POSTs an HMAC-signed JSON webhook to the integrating platform...32.9Judge.me Reviews APIList and create product and store reviews.31.5Common Sense Media Reviews APIJSON REST API exposing Common Sense Media's reviews and ratings catalog. Each review includes recommended a...31.3Letterboxd APIREST API providing access to Letterboxd film data, member profiles, watchlists, ratings, diary log entries,...30.7SOCi Platform APISOCi's customer-facing REST API, reachable at https://app.meetsoci.com/api. Authentication uses a per-user ...28.315Five Public APIRESTful API for reading and modifying 15Five account data, including users, groups, objectives (OKRs), chec...28.2BrightLocal APIRESTful API providing programmatic access to BrightLocal local SEO tools including local rank tracking, lis...28.0Lighthouse Reviews APIAggregated review scores across OTAs.27.7Clutch APIThe Clutch API provides programmatic access to Clutch's B2B ratings and reviews platform, covering IT servi...27.1Hot Sheets APIDelivers "hot sheets" containing critical-review scores, awards, and promotional copy that distributors use...26.4
Emerging 6 Early or largely undocumented
InfoDriver Web Service (IDWS) 4.0RESTful API providing access to Kelley Blue Book vehicle data, values, and content. Endpoints cover vehicle...22.8Weedmaps Brand Catalog APISync or map the Weedmaps catalog of Brands and Brand Products to an internal catalog to improve menu-item s...21.6Metacritic API (Fabric Origin)The official Metacritic API, delivered through Fabric Origin (formerly IVA / Gracenote), provides structure...20.9Major League Baseball Reviews APIThe Reviews API from Major League Baseball — 1 operation(s) for reviews.18.0Glassdoor Partner API (Legacy)Historical REST API that exposed job listings, employer reviews, salary reports, and company metadata to ap...15.89flats APIThe 9flats read API over the marketplace's listing data: search places, fetch a place with its photos, pric...11.1

Companies reaching this through an API (62)

These companies publish an API, specification or operation carrying “Reviews” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

15Five 9flats Accept Airbnb Alloy Android AristaMD Autodesk BigCommerce Booksy Chatmeter Clutch Constellation Brands Contently Eigenpal EpicDirectories Fabric Origin GetYourGuide Giant Bomb Glassdoor GuestReady HighLevel Holidu Hospitable HR Partner Instabug (Luciq) Kelley Blue Book Klaviyo Later Lattice Leapsome Lighthouse Luminance Major League Baseball Mavrck Microsoft Azure Olo Outdoorsy OwnerRez Pavoot Perforce Phorest PowerReviews Proctorio Quandoo Rakuten Reputation ReviewTrackers Scott Ai ServiceTitan
Show all 62 companies ↓
Stripe tessl.io TheFork Thumbtack Trakstar Walmart Webz.io Weedmaps WellnessLiving Zillow Group Zoca Zocdoc

Score breakdown

Frequency
64.5
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
38.7
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Ratings 17 co-occurrences Reputation Management 12 co-occurrences Listings 16 co-occurrences Local SEO 9 co-occurrences Movies 7 co-occurrences Customer Feedback 7 co-occurrences Product Reviews 6 co-occurrences Booking 18 co-occurrences

Where this tag comes from

Api tag91
Provider tag71
Openapi tag47
Openapi op tag169

Cohort brief

Auto-generated

The 67 providers in the APIs.io catalog tagged Reviews, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
67
of 71 in the catalog
Mean Kin Score
33.2
+10.3 vs catalog 22.9
Mean Agent Readiness
19.6
+7.7 vs catalog 11.9
Spread
0–77.3
median 32.3 · σ 19.2
How the 67 split by band
Exemplar 2Strong 11Developing 11Thin 20Emerging 12Minimal 11
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 41.3 26.5 +14.8 67
Contract Quality 31.6 17.6 +14 67
Operational Transparency 20.5 13.7 +6.8 67
Developer Ergonomics 29.9 23.2 +6.7 67
Discoverability 63.8 58.1 +5.7 67
Contract Governance 8.3 6.3 +2 67

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 13% 14% -1
MCP server (first-party) 13% 12% +1
Agent Skills 0% 0% 0
OAuth scopes 18% 11% +7
Security 100% 98% +2
Arazzo workflows 3% 2% +1
Governance rules 24% 14% +10

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Birdeye 77.3
  2. 2 G2 69.1
  3. 3 StayingAPI 64.8
  4. 4 Synup 63.2
  5. 5 Bazaarvoice 62.8
  6. 6 AskNicely 61.9
  7. 7 Listings API 60.8
  8. 8 Weave 58.6
  9. 9 Etsy 58.1
  10. 10 TrustRadius 58
Top by Agent Readiness
  1. 1 Listings API 66.1
  2. 2 Birdeye 63.3
  3. 3 Synup 60.5
  4. 4 StayingAPI 59.4
  5. 5 G2 57.7
  6. 6 Yext 54.3
  7. 7 AskNicely 52.7
  8. 8 Revinate 39.8
  9. 9 Podium 39.3
  10. 10 ReefAPI 34.9
All 71 members of this roster resolve to a provider in the catalog; 67 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 44 of 67 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 5 October 2026, across 29093 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

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This tag 
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All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/reviews"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/reviews/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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