niche · 0.2 market industry

Embedded Insurance

Score 19.7 / 100 55 providers 11 APIs Search apis.io →

Providers using this tag (55)

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

Developing 6 Usable, with meaningful gaps to close
Thin 15 Limited public surface area
Emerging 20 Early or largely undocumented
Minimal 13 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (11)

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 →

Developing 4 Usable, with meaningful gaps to close
Thin 2 Limited public surface area
Emerging 5 Early or largely undocumented

Score breakdown

Frequency
49.8
log-scaled weighted occurrences
Breadth
1.4
spread across providers
Quality lift
27.2
mean composite of providers using it
Cohesion
9.5
strength of nearest seed neighbor

Where this tag sits

Insurance broader Embedded Finance broader

Related tags

Insurtech 45 co-occurrences Claims 20 co-occurrences Pet Insurance 6 co-occurrences Home Insurance 7 co-occurrences Policy Administration 7 co-occurrences Renters Insurance 5 co-occurrences Underwriting 14 co-occurrences Insurance 55 co-occurrences

Where this tag comes from

Provider tag55
Api tag11

Cohort brief

Auto-generated

The 54 providers in the APIs.io catalog tagged Embedded Insurance, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
54
all scored
Mean Kin Score
22.2
-0.7 vs catalog 22.9
Mean Agent Readiness
11.1
-0.8 vs catalog 11.9
Spread
3.1–52.4
median 20.4 · σ 12.9
How the 54 split by band
Exemplar 0Strong 0Developing 6Thin 15Emerging 20Minimal 13
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Discoverability 61.6 58.1 +3.5 54
Developer Ergonomics 23.1 23.2 -0.1 54
Contract Governance 6 6.3 -0.3 54
Contract Quality 17.2 17.6 -0.4 54
Access Clarity 26 26.5 -0.5 54
Operational Transparency 7.9 13.7 -5.8 54

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) 7% 12% -5
Agent Skills 0% 0% 0
OAuth scopes 9% 11% -2
Security 98% 98% 0
Arazzo workflows 4% 2% +2
Governance rules 4% 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 APOLLO Insurance 52.4
  2. 2 Qover 49
  3. 3 Root Insurance 43.2
  4. 4 Open 40.7
  5. 5 Kasko 40.5
  6. 6 State Farm 39.6
  7. 7 Laka 38.8
  8. 8 180 Insurance 38.5
  9. 9 Cachet 38.5
  10. 10 Acko 35.9
Top by Agent Readiness
  1. 1 Open 38.3
  2. 2 Qoala 36.7
  3. 3 180 Insurance 36.2
  4. 4 The Co-operators 29
  5. 5 State Farm 28.4
  6. 6 Cover Genius 28
  7. 7 Root Insurance 26.5
  8. 8 Laka 26.4
  9. 9 APOLLO Insurance 25.8
  10. 10 SantéVet 25.6
All 55 members of this roster resolve to a scored provider in the catalog.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

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

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