Fashion
Providers using this tag (227)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 3 Solid coverage with minor gaps
Developing 4 Usable, with meaningful gaps to close
Thin 16 Limited public surface area
Emerging 65 Early or largely undocumented
uScoopIRIZ PlatformAdidasItalistCentric BrandsM.GemiMelorraUrban RevivoAmerican Eagle OutfittersUnmadeLaunchmetricsMake the DotModclothUSPL WrognVivrelleAI modelAllbirdsBaubleBareverlaneThamarah Al-Jill Co LLCRoujeShoptiquesBotikaAnine BingAéropostaleBelkAMI ParisCuyanaAbercrombie and FitchANN Inc.GrailedThe Business of FashionYoona.aiJoorTrendsiJohrhRoss StoresTory BurchBrandbackCladwellGapPoshmarkClassif.ioLeflairCurtsyFleekGarmentoryTapstitchVintedThe House Of LR&CKupiVIPNuORDEREDITEDEnjoeiAmer SportsVastrmWE11DONEAscena Retail GroupEloquiiSonansThredUpHalaraCUUPFashinzaModern Meadow
Minimal 139 Almost no public developer surface
AramyaPlushStitch FixUrbanicBrooks BrothersSXDUnspunAltaFoot LockerNikeCoachCovetiDiaMejuriMomoxShopLookBailey44HijUpGoat GroupMyWearAnotherJ HilburnGlosetSavage X FentyTamara MellonVilloidOtriumTapestryAdore MeDetoureKontoor BrandsNewmeShowroomprive.comSimplifyberFableticsStylightIn Your ShoePickleRalph LaurenGroyyoLYSTBold MetricsBloomingdale'sRebagBejewelCapri HoldingsAce Turtle ServicesLVMHVF CorporationGOATvestiairecollectiveKintra FibersAdayAndie SwimEasel AIVANCLFossil GroupBRND.MELove BonitoNordstromPopChillMUSINSAYOOX NET-A-PORTER (YNAP)Gentle MonsterH&MnavabiOutfitteryPhiaPVHShoeDazzleStyleSageSuperCircleLululemon AthleticaRent the RunwayARIAcne StudiosBelle InternationalBluestoneBonobosBrodoCaleresCiderFarfetchFashionLab NordicGilt GroupeGuessGymboreeJ.Crew GroupkarmaloopLevi StraussLulusMensa BrandsmogujieMonclerMyntraNa KdPomelo fashionPrivaliaRareLeeRothysSaks Global (fka Saks Fifth Avenue)Saks OFF 5THSkimsSole SocietySpokeStalkBuyLoveStyleSaintThe RealRealVirgioHopShopInditexBalaanDabchyG-III Apparel GroupTechstyle Fashion GroupHauteLookLNKOBoutiqaat99DressesARIVECaaStleClothes HorseCraftsvillaFashionaraGranaHeartThisIhaveuLE TOTEPolyvoreQueenlyShopprSnapetteStyleupThreadTradesyTryTry (穿穿)TwiceVaunteWeddington Way
APIs with this tag (10)
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 →
Strong 1 Solid coverage with minor gaps
Developing 1 Usable, with meaningful gaps to close
Thin 4 Limited public surface area
Fashion Diffusion Public APIREST API for asynchronous AI fashion generation tasks. Authenticates with a single long-lived bearer API ke...FINESSE Storefront JSON (read-only)Unauthenticated read-only product endpoints that FINESSE documents for agents in its own agents.md: a paged...FINESSE UCP Commerce MCP APIAgent-facing commerce endpoint implementing the Universal Commerce Protocol (version 2026-04-08, with 2026-...Heuritech Trend Data APIThe commercial Heuritech data API, sold as part of the Business and Enterprise plans. Heuritech's own produ...
Emerging 3 Early or largely undocumented
Ann Taylor Affiliate ProgramAnn Taylor's affiliate program enables publishers and content creators to earn commissions on sales generat...Classif.io Fashion Style Classification APIOne of the sixteen demo classification APIs Classif.io advertised, named "Fashion Style classification API"...Ann Taylor / LOFT E-Commerce PlatformAnn Taylor and LOFT (formerly Ascena brands, now owned by Sycamore Partners) operate e-commerce platforms w...
Minimal 1 Almost no public developer surface
Companies reaching this through an API (1)
These companies publish an API, specification or operation carrying “Fashion” 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.
Score breakdown
Frequency
65.2
log-scaled weighted occurrences
Breadth
5.9
spread across providers
Quality lift
14.0
mean composite of providers using it
Cohesion
18.3
strength of nearest seed neighbor
Where this tag sits
227 providers carry this tag directly, and 297 counting the 1 narrower tag below — 70 more to reach.
Related tags
Apparel 103 co-occurrences
Retail 175 co-occurrences
Luxury 29 co-occurrences
E-Commerce 182 co-occurrences
Resale 23 co-occurrences
Footwear 21 co-occurrences
Direct to Consumer 37 co-occurrences
Shopify 28 co-occurrences
Where this tag comes from
Provider tag227
Api tag10
Cohort brief
Auto-generatedThe 203 providers in the APIs.io catalog tagged Fashion, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
203
of 227 in the catalog
Mean Kin Score
12.5
-10.4 vs catalog 22.9
Mean Agent Readiness
5.6
-6.3 vs catalog 11.9
Spread
0–59.4
median 10 · σ 11
How the 203 split by band
Exemplar 0Strong 3Developing 4Thin 16Emerging 63Minimal 117
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Governance | 3.4 | 6.3 | -2.9 | 203 |
| Discoverability | 53 | 58.1 | -5.1 | 203 |
| Access Clarity | 16.8 | 26.5 | -9.7 | 203 |
| Operational Transparency | 3.9 | 13.7 | -9.8 | 203 |
| Developer Ergonomics | 10.5 | 23.2 | -12.7 | 203 |
| Contract Quality | 4 | 17.6 | -13.6 | 203 |
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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 14% | 14% | 0 |
| MCP server (first-party) | 4% | 12% | -8 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 15% | 11% | +4 |
| Security | 99% | 98% | +1 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 1% | 14% | -13 |
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 Ximilar 59.4
- 2 depop 57.6
- 3 Perfect Corp 55.6
- 4 StockX 48.8
- 5 Depict 48.2
- 6 Columbia Sportswear 45.5
- 7 MODIVO 40.3
- 8 Zalando 37.6
- 9 Fashion Diffusion 36.8
- 10 Retraced 36.5
Top by Agent Readiness
- 1 Perfect Corp 50.8
- 2 StockX 41.5
- 3 Dolls Kill 39.9
- 4 depop 37.5
- 5 Johnnie-O 36.7
- 6 Zalando 34.4
- 7 Ximilar 33.1
- 8 Depict 30.7
- 9 Urban Outfitters 30.6
- 10 Retraced 29.7
All 227 members of this roster resolve to a provider in the
catalog; 203 carry a score (89%).
The figures above describe the scored members only.
Coverage caveat. 200 of 203 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.
Coverage caveat. 200 of 203 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.