emerging · 4.1

Prospecting

Score 23.0 / 100 28 providers 10 APIs Search apis.io →
Variants seen in the corpus: Prospectingprospecting

Providers using this tag (28)

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

Exemplar 5 Complete, well-documented, and agent-ready
Strong 10 Solid coverage with minor gaps
Developing 6 Usable, with meaningful gaps to close
Thin 4 Limited public surface area
Emerging 1 Early or largely undocumented
Minimal 2 Almost no public developer surface

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 →

Exemplar 3 Complete, well-documented, and agent-ready
Strong 6 Solid coverage with minor gaps
Developing 1 Usable, with meaningful gaps to close

Score breakdown

Frequency
43.1
log-scaled weighted occurrences
Breadth
0.8
spread across providers
Quality lift
60.4
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Contact Data 12 co-occurrences Sales Intelligence 19 co-occurrences B2B Data 7 co-occurrences Lead Generation 16 co-occurrences Enrichment 9 co-occurrences Go-To-Market 7 co-occurrences Sales Engagement 5 co-occurrences Company Data 5 co-occurrences

Where this tag comes from

Provider tag26
Api tag10
Openapi tag1
Openapi op tag2

Cohort brief

Auto-generated

The 28 providers in the APIs.io catalog tagged Prospecting, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
28
all scored
Mean Kin Score
49.3
+28.6 vs catalog 20.7
Mean Agent Readiness
32.1
+22.4 vs catalog 9.7
Spread
5–71.7
median 56.6 · σ 19.1
How the 28 split by band
Exemplar 5Strong 10Developing 6Thin 4Emerging 1Minimal 2
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 69 22.3 +46.7 28
Developer Ergonomics 46.4 17.9 +28.5 28
Operational Transparency 39.4 11.3 +28.1 28
Contract Quality 42.5 17.5 +25 28
Discoverability 77.3 60.4 +16.9 28
Contract Governance 19.7 6.4 +13.3 28

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) 64% 16% +48
MCP server (first-party) 57% 7% +50
Agent Skills 0% 0% 0
OAuth scopes 57% 9% +48
Security 100% 88% +12
Arazzo workflows 7% 2% +5
Governance rules 14% 13% +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 Lusha 71.7
  2. 2 Hunter 71.4
  3. 3 Surfe 70.6
  4. 4 Outreach 70.5
  5. 5 Seamless.AI 69.8
  6. 6 Apollo.io 64.2
  7. 7 RocketReach 63.3
  8. 8 Xiaoman (OKKI) 61.9
  9. 9 Clay 61.3
  10. 10 Clearbit (HubSpot Breeze Intelligence) 60.6
Top by Agent Readiness
  1. 1 Seamless.AI 58.7
  2. 2 Lusha 57.6
  3. 3 Apollo.io 55.3
  4. 4 Gojiberry AI 55.2
  5. 5 NextRoll 52.2
  6. 6 Hunter 51.7
  7. 7 LeadIQ 51.1
  8. 8 Surfe 47.5
  9. 9 Outreach 46.4
  10. 10 Clay 41.9
All 28 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 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/prospecting"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/prospecting"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/prospecting/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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