emerging · 0.0 capability resource

Data Collection

Score 22.2 / 100 34 providers +11 via APIs 16 APIs Search apis.io →

Providers using this tag (34)

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 13 Usable, with meaningful gaps to close
Thin 9 Limited public surface area
Emerging 3 Early or largely undocumented
Minimal 3 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (16)

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

Companies reaching this through an API (11)

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

Adobe Analytics Autodesk CIONIC Docusign Google Tag Manager Moov PredictionIO Red Hat Scrapfly Siemens Healthineers Tetra Tech

Score breakdown

Frequency
46.2
log-scaled weighted occurrences
Breadth
0.9
spread across providers
Quality lift
45.8
mean composite of providers using it
Cohesion
8.2
strength of nearest seed neighbor

Related tags

Forms 12 co-occurrences Surveys 10 co-occurrences Responses 5 co-occurrences Market Research 5 co-occurrences Project 7 co-occurrences Reports 5 co-occurrences Workflows 5 co-occurrences Account 8 co-occurrences

Where this tag comes from

Provider tag34
Api tag16

Cohort brief

Auto-generated

The 33 providers in the APIs.io catalog tagged Data Collection, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
33
all scored
Mean Kin Score
40.4
+16.5 vs catalog 23.9
Mean Agent Readiness
22.7
+10.7 vs catalog 12
Spread
5.3–71.8
median 42.1 · σ 16.8
How the 33 split by band
Exemplar 2Strong 3Developing 13Thin 9Emerging 3Minimal 3
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 43.6 19.8 +23.8 33
Operational Transparency 31.8 14 +17.8 33
Developer Ergonomics 39.5 23.4 +16.1 33
Access Clarity 41.6 26.5 +15.1 33
Discoverability 69.8 61.2 +8.6 33
Contract Governance 13.3 6.4 +6.9 33

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) 12% 10% +2
MCP server (first-party) 18% 13% +5
Agent Skills 0% 0% 0
OAuth scopes 18% 11% +7
Security 97% 97% 0
Arazzo workflows 15% 2% +13
Governance rules 44% 14% +30

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 Adobe Launch 71.8
  2. 2 Tealium 67.4
  3. 3 Google Analytics 4 65.3
  4. 4 123FormBuilder 64.2
  5. 5 Wufoo 58.6
  6. 6 FormAssembly 53.9
  7. 7 Forsta 53.2
  8. 8 ScrapingAnt 52.6
  9. 9 Cint 52.5
  10. 10 Keen 51
Top by Agent Readiness
  1. 1 Cint 44.8
  2. 2 FormAssembly 39.2
  3. 3 Google Analytics 4 38.1
  4. 4 Forsta 37.5
  5. 5 Tealium 36.4
  6. 6 Google Forms 35.1
  7. 7 ScrapingAnt 34.9
  8. 8 Adobe Launch 32.9
  9. 9 Sensors Data 32.8
  10. 10 123FormBuilder 30.6
All 34 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

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

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

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