emerging · -0.2 capability resource

Fraud

Score 21.1 / 100 33 providers +18 via APIs 35 APIs Search apis.io →

Providers using this tag (33)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Developing 8 Usable, with meaningful gaps to close
Thin 9 Limited public surface area
Emerging 6 Early or largely undocumented
Minimal 5 Almost no public developer surface

APIs with this tag (35)

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 1 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 3 Usable, with meaningful gaps to close
Thin 11 Limited public surface area
Emerging 15 Early or largely undocumented
Signifyd Account Protection APIScore and protect non-purchase customer journeys — Account Opening, Login, and Modification events — agains...26.1Signifyd Decisions APIProgrammatically retrieve guarantee decisions, case details, and policy results for orders submitted to Sig...26.1Signifyd Feedback APIReport observed user outcomes back to Signifyd to close the loop between real-time decisions and production...26.1Signifyd Returns APISubmit return events for evaluation by Signifyd's Return Insights and Return Abuse Prevention models. Helps...26.1Signifyd Sale (Checkout) APISubmit checkout and sale events to Signifyd's Commerce Protection Platform for real-time fraud and chargeba...26.1Signifyd Transaction APISubmit finalized order and payment transaction details after authorization. Enables Signifyd to reconcile t...26.1Lane API Fraud APIThe Fraud API from Lane API — 1 operation(s) for fraud.23.8Checkout.com Disputes & Risk APIManage chargebacks, disputes, AML screening and identity verification.22.3Sardine Customer APISubmit customer profile and onboarding signals (KYC, KYB, document verification, sanctions/PEP screening, i...20.5Sardine Device Intelligence APICapture device, network, and behavioral signals from web, iOS, and Android SDKs and resolve them to a Sardi...20.5Sardine Issuing APIReal-time card authorization fraud scoring for card issuers. Returns an approve/decline/step-up recommendat...20.5Sardine Transaction APISubmit payment, ACH, wire, card, and crypto transactions for real-time fraud scoring and AML transaction mo...20.5HUMAN Transaction Abuse DefenseTransaction Abuse Defense extends HUMAN's signals into checkout, payment, and high-value transaction flows ...19.9First Data Gateway (IPG)The First Data Gateway, marketed by Fiserv as the Internet Payment Gateway (IPG) and documented on the Fise...18.8Thomson Reuters Risk and Fraud APIRisk and Fraud APIs automate customer onboarding, identity verification, risk assessments, adverse media sc...14.4

Companies reaching this through an API (18)

These companies publish an API, specification or operation carrying “Fraud” 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.

Celestia Checkout.com Clearbit (HubSpot Breeze Intelligence) DataDome Federal Trade Commission FedNow Service First Data (Fiserv) Flinks Grab hCaptcha Lane API Mastercard Pagar.me Sardine SEON SoFi Technologies Stripe Stytch

Score breakdown

Frequency
50.1
log-scaled weighted occurrences
Breadth
0.9
spread across providers
Quality lift
37.9
mean composite of providers using it
Cohesion
5.4
strength of nearest seed neighbor

Related tags

Risk 19 co-occurrences Chargebacks 8 co-occurrences Acquiring 7 co-occurrences Disputes 9 co-occurrences Tokenization 12 co-occurrences Card Issuing 5 co-occurrences Payment Processing 6 co-occurrences Cards 10 co-occurrences

Where this tag comes from

Provider tag33
Api tag34
Openapi tag5
Openapi op tag7

Cohort brief

Auto-generated

The 32 providers in the APIs.io catalog tagged Fraud, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
32
all scored
Mean Kin Score
34.4
+10.5 vs catalog 23.9
Mean Agent Readiness
20.8
+8.8 vs catalog 12
Spread
1.5–70.1
median 34.9 · σ 18.3
How the 32 split by band
Exemplar 2Strong 3Developing 8Thin 9Emerging 6Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 39 23.4 +15.6 32
Contract Quality 31.9 19.8 +12.1 32
Operational Transparency 22.7 14 +8.7 32
Discoverability 68.2 61.2 +7 32
Access Clarity 30.4 26.5 +3.9 32
Contract Governance 10.2 6.4 +3.8 32

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) 19% 10% +9
MCP server (first-party) 19% 13% +6
Agent Skills 0% 0% 0
OAuth scopes 16% 11% +5
Security 100% 97% +3
Arazzo workflows 3% 2% +1
Governance rules 13% 14% -1

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 Bolt Financial 70.1
  2. 2 AlphaLoops FMCSA Carrier Data API 68.2
  3. 3 Fraud.net 58.5
  4. 4 Justt 56.1
  5. 5 ProcessOut 55.7
  6. 6 Payrails 52.7
  7. 7 ACI Worldwide 49.3
  8. 8 Discover 48.7
  9. 9 TRM Labs 47.3
  10. 10 Jack Henry & Associates 45.7
Top by Agent Readiness
  1. 1 Bolt Financial 52.4
  2. 2 Justt 51.5
  3. 3 ProcessOut 44.6
  4. 4 Discover 37.8
  5. 5 Tribe Payments 35.7
  6. 6 AlphaLoops FMCSA Carrier Data API 35.4
  7. 7 Cequence Security 33.6
  8. 8 FrankieOne 30.6
  9. 9 TransUnion 29.7
  10. 10 Fraud.net 29.3
All 33 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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

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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
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As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/fraud"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/fraud/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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