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Retention & Advocacy

Grouped by Kin Score band and ranked by composite score within each, with the separate agent-readiness score alongside. Click the scores on any row to open the full facet and dimension breakdown behind both numbers, and click again to close it.

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54 providers

Exemplar 7 66.5+ Reference-quality API operations across every facet.
1
Thanx screenshot
Thanx Exemplar agent native

Thanx is a customer engagement, loyalty, and marketing automation platform for restaurants and other offline businesses, built to acquire, engage, and retain...

Composite
75.9
Agent
41.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 75.9/100 · exemplar
Contract Quality 19.0 / 25
Developer Ergonomics 16.9 / 20
0 / 0
Operational Transparency 11.3 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.7 / 15
Agent readiness — 41/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server platform 3.0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
2
Talon.One screenshot
Talon.One Exemplar agent native Sold to the advertiser (buy side)

Talon.One is an enterprise promotion, loyalty, and incentives engine that lets teams build and run coupons, discounts, referrals, bundles, giveaways, and mul...

Composite
74.8
Agent
46.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 74.8/100 · exemplar
Contract Quality 15.5 / 25
Developer Ergonomics 16.2 / 20
0 / 0
Operational Transparency 10.6 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 47/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server templated 7.2 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
3
Awin screenshot
Awin Exemplar agent ready Sold to the advertiser (buy side)

Awin is a global affiliate marketing network connecting advertisers (brands) with publishers (content creators, cashback, voucher, and loyalty partners) acro...

Composite
70.0
Agent
32.3
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 70.0/100 · exemplar
Contract Quality 13.8 / 25
Developer Ergonomics 13.5 / 20
0 / 0
Operational Transparency 10.3 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 32/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 9 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 4 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
4
Tapfiliate screenshot
Tapfiliate Exemplar agent ready

Tapfiliate is an affiliate tracking and management platform with a REST API for creating affiliate programs, managing affiliates, tracking conversions, and h...

Composite
69.8
Agent
52.3
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 69.8/100 · exemplar
Contract Quality 16.6 / 25
Developer Ergonomics 14.6 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.0 / 15
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
5
Punchh screenshot
Punchh Exemplar agent ready

Punchh, now part of PAR Technology and offered under the PAR Engagement brand, is an enterprise loyalty, offers, and customer engagement platform for restaur...

Composite
69.4
Agent
38.3
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 69.4/100 · exemplar
Contract Quality 16.0 / 25
Developer Ergonomics 13.7 / 20
0 / 0
Operational Transparency 12.0 / 13
0 / 0
Discoverability 7.9 / 10
Regulatory · Payments 4.2 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 6.0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
6
ThriveCart screenshot
ThriveCart Exemplar agent ready

ThriveCart is a hosted shopping cart, checkout and course platform for creators, coaches and digital-product sellers, operated by ThriveCart LLC. It sells on...

Composite
67.5
Agent
37.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 67.5/100 · exemplar
Contract Quality 14.0 / 25
Developer Ergonomics 14.4 / 20
0 / 0
Operational Transparency 10.3 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Payments 6.2 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity documented 3.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
7
Antavo screenshot
Antavo Exemplar agent ready Sold to the publisher (sell side)

Antavo is an enterprise loyalty management platform - the Antavo AI Loyalty Cloud - that lets brands build and run omnichannel, multi-brand, multi-country lo...

Composite
66.9
Agent
34.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 66.9/100 · exemplar
Contract Quality 14.3 / 25
Developer Ergonomics 13.5 / 20
0 / 0
Operational Transparency 10.1 / 13
0 / 0
Discoverability 7.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.2 / 15
Agent readiness — 34/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Strong 12 54.3 – 66.4 Solid contracts, transparent operations, and an easy start.
8
Affise screenshot
Affise Strong agent ready Sold to the advertiser (buy side)

Affise is a performance marketing platform with a REST API for managing affiliate offers, publishers, conversions, payouts, and accessing detailed campaign a...

Composite
65.8
Agent
34.6
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 65.8/100 · strong
Contract Quality 15.2 / 25
Developer Ergonomics 15.6 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 35/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
9
FirstPromoter screenshot
FirstPromoter Strong agent ready

FirstPromoter is an affiliate, referral and influencer marketing platform for SaaS and subscription businesses, run by Igil Web SRL since 2016. It tracks cli...

Composite
64.8
Agent
62.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 64.8/100 · strong
Contract Quality 16.3 / 25
Developer Ergonomics 14.3 / 20
0 / 0
Operational Transparency 4.1 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.9 / 15
Agent readiness — 63/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
10
Extole screenshot
Extole Strong agent ready

Extole is an enterprise referral, advocacy, and loyalty marketing platform that lets consumer brands run customer-acquisition programs powered by word-of-mou...

Composite
64.6
Agent
53.7
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 64.6/100 · strong
Contract Quality 15.4 / 25
Developer Ergonomics 11.8 / 20
0 / 0
Operational Transparency 8.2 / 13
0 / 0
Discoverability 7.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
11
Playable screenshot
Playable Strong agent ready Sold to the advertiser (buy side)

Playable (formerly Leadfamly, Playable ApS, Aarhus Denmark and London UK) is a self-service marketing gamification platform used by brands to build, publish ...

Composite
63.1
Agent
42.6
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 63.1/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 14.6 / 20
0 / 0
Operational Transparency 5.8 / 13
0 / 0
Discoverability 6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.9 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server platform 3.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
12
CreatorIQ screenshot
CreatorIQ Strong agent ready

CreatorIQ is an enterprise creator- and influencer-marketing platform used by brands and agencies to discover creators, build and manage a private creator ne...

Composite
62.4
Agent
34.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 62.4/100 · strong
Contract Quality 15.8 / 25
Developer Ergonomics 13.2 / 20
0 / 0
Operational Transparency 10.3 / 13
0 / 0
Discoverability 7.1 / 10
Regulatory · Payments 4.8 / 15
Agent readiness — 34/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
13
Talkable screenshot
Talkable Strong agent ready

Talkable is a referral marketing and loyalty platform that helps e-commerce and subscription brands acquire and retain customers through referral programs, l...

Composite
61.2
Agent
59.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 61.2/100 · strong
Contract Quality 13.0 / 25
Developer Ergonomics 14.6 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.9 / 15
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
14
Partnerize screenshot
Partnerize Strong agent ready Sold to the advertiser (buy side)

Partnerize is a partnership-automation platform for affiliate, influencer and performance marketing, used by brands to discover and recruit partners, track c...

Composite
60.2
Agent
33.2
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 60.2/100 · strong
Contract Quality 14.8 / 25
Developer Ergonomics 13.2 / 20
0 / 0
Operational Transparency 6.2 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
15
Refersion screenshot
Refersion Strong agent ready

Affiliate marketing platform for e-commerce brands providing a REST and GraphQL API for managing affiliates, tracking referrals, processing commissions, and ...

Composite
59.8
Agent
32.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 59.8/100 · strong
Contract Quality 15.8 / 25
Developer Ergonomics 8.0 / 20
0 / 0
Operational Transparency 7.9 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
16
Friendbuy screenshot
Friendbuy Strong agent aware

Friendbuy is a referral and loyalty marketing platform for ecommerce and direct-to-consumer brands. Merchants launch referral, loyalty, and reward campaigns ...

Composite
59.2
Agent
27.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 59.2/100 · strong
Contract Quality 14.5 / 25
Developer Ergonomics 11.1 / 20
0 / 0
Operational Transparency 9.6 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
17
Gameball screenshot
Gameball Strong agent native

Gameball is a customer loyalty and gamification platform that helps consumer brands turn one-time buyers into repeat customers through points, VIP tiers, ref...

Composite
59.2
Agent
42.2
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 59.2/100 · strong
Contract Quality 13.6 / 25
Developer Ergonomics 15.7 / 20
0 / 0
Operational Transparency 9.6 / 13
0 / 0
Discoverability 7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.1 / 15
Agent readiness — 42/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility documented 2.4 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
18
Cello screenshot
Cello Strong agent ready

Cello is an all-in-one, AI-powered referral platform for SaaS companies. It lets product teams embed in-product user referrals and run partner/affiliate prog...

Composite
58.9
Agent
59.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 58.9/100 · strong
Contract Quality 12.8 / 25
Developer Ergonomics 15.7 / 20
0 / 0
Operational Transparency 2.4 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.9 / 15
Agent readiness — 59/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
19
VigLink (Sovrn Commerce) screenshot
VigLink (Sovrn Commerce) Strong agent ready

VigLink pioneered automatic affiliate link monetization for publishers, turning ordinary product links into revenue-generating affiliate links across a netwo...

Composite
56.4
Agent
35.1
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 56.4/100 · strong
Contract Quality 12.5 / 25
Developer Ergonomics 11.8 / 20
0 / 0
Operational Transparency 5.5 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 35/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Developing 13 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
20
CrowdTwist screenshot
CrowdTwist Developing agent aware

CrowdTwist is a customer loyalty and engagement platform founded in New York City in 2009 and accelerated through Techstars. It lets consumer brands build mu...

Composite
52.4
Agent
25.2
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 52.4/100 · developing
Contract Quality 9.8 / 25
Developer Ergonomics 13.2 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
21
Sovrn screenshot
Sovrn Developing agent ready

Sovrn is an advertising technology and content monetization company that helps online publishers, advertisers, and creators earn revenue from their websites ...

Composite
51.1
Agent
33.3
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 51.1/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 10.8 / 20
0 / 0
Operational Transparency 6.8 / 13
0 / 0
Discoverability 9.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
22
Hotmart screenshot
Hotmart Developing agent aware

Hotmart is a Brazilian creator-economy platform for producing, selling and delivering digital products — online courses, ebooks, mentorships, paid communitie...

Composite
50.7
Agent
27.3
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 50.7/100 · developing
Contract Quality 11.3 / 25
Developer Ergonomics 12.3 / 20
0 / 0
Operational Transparency 8.6 / 13
0 / 0
Discoverability 7.9 / 10
Regulatory · Payments 4.2 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples documented 1.8 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
23
WoowUp screenshot
WoowUp Developing agent ready Sold to both sides

WoowUp is a customer marketing and loyalty CRM platform built for retail and ecommerce brands across Latin America. Founded in Buenos Aires and backed by 500...

Composite
50.2
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 50.2/100 · developing
Contract Quality 9.8 / 25
Developer Ergonomics 11.0 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.1 / 15
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
24
Involve Asia screenshot
Involve Asia Developing agent ready Sold to the advertiser (buy side)

Involve Asia (Involve Asia Technologies Sdn. Bhd.) is a leading affiliate and partnership-marketing network across Southeast Asia and Taiwan, connecting adve...

Composite
49.0
Agent
30.6
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 49.0/100 · developing
Contract Quality 14.1 / 25
Developer Ergonomics 13.8 / 20
0 / 0
Operational Transparency 5.8 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 31/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
25
CJ Affiliate screenshot
CJ Affiliate Developing agent ready

CJ Affiliate (formerly Commission Junction) is one of the largest affiliate marketing networks, connecting publishers with thousands of advertiser programs. ...

Composite
47.1
Agent
30.8
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 47.1/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 3.5 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 31/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
26
Grin screenshot
Grin Developing agent ready

GRIN is a creator management and influencer marketing platform for consumer and eCommerce brands, operating in the creator economy. Brands use GRIN to discov...

Composite
45.0
Agent
29.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 45.0/100 · developing
Contract Quality 0.0 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.8 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
27
SkimBit screenshot
SkimBit Developing agent aware Sold to the publisher (sell side)

SkimBit Ltd, operating as Skimlinks, is a London-founded content-monetization and affiliate-marketing platform (now part of Taboola) that helps publishers an...

Composite
44.2
Agent
25.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 44.2/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 9.4 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 7.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
28
Incentivio screenshot
Incentivio Developing agent aware Sold to the advertiser (buy side)

Incentivio is a Boston-based digital guest engagement platform for multi-unit restaurant brands, unifying online ordering, loyalty, marketing automation, and...

Composite
42.4
Agent
24.6
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 42.4/100 · developing
Contract Quality 12.7 / 25
Developer Ergonomics 8.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Payments 4.0 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility documented 2.4 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
29
ShopMy screenshot
ShopMy Developing agent ready Sold to the publisher (sell side)

ShopMy is a creator-commerce and influencer-marketing platform connecting top brands with content creators across beauty, fashion, and lifestyle. Creators bu...

Composite
42.2
Agent
33.3
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 42.2/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 7.7 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.5 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity documented 3.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
30
CRM Bonus screenshot
CRM Bonus Developing agent aware Sold to the publisher (sell side)

CRM Bonus (CRMBonus) is a Brazilian retail technology platform for customer acquisition, conversion, and loyalty. Its products include Giftback cashback and ...

Composite
42.0
Agent
27.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 42.0/100 · developing
Contract Quality 12.2 / 25
Developer Ergonomics 12.7 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
31
EZR screenshot
EZR Developing agent ready Sold to the publisher (sell side)

EZR (上海驿氪 / Shanghai EasyRetailPro) is a Shanghai-based retail marketing technology company founded in 2015 that builds SCRM and new-retail CRM software for ...

Composite
39.8
Agent
31.7
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 39.8/100 · developing
Contract Quality 9.8 / 25
Developer Ergonomics 14.3 / 20
0 / 0
Operational Transparency 5.8 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.1 / 15
Agent readiness — 32/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
32
NIFT screenshot
NIFT Developing agent ready

Nift is a customer-gifting and acquisition platform: businesses send "thank-you" gifts that let their own customers discover and try new brands, restaurants,...

Composite
39.4
Agent
37.6
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 39.4/100 · developing
Contract Quality 3.8 / 25
Developer Ergonomics 13.2 / 20
0 / 0
Operational Transparency 1.7 / 13
0 / 0
Discoverability 6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.8 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth negotiable 7.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Thin 9 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
33
KeepFace screenshot
KeepFace Thin agent ready

KeepFace is an all-in-one influencer marketing platform that helps brands, agencies, and enterprises discover, manage, and measure creator campaigns at scale...

Composite
38.0
Agent
31.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 38.0/100 · thin
Contract Quality 9.8 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 8.2 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.0 / 15
Agent readiness — 32/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency documented 4.5 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
34
Beacons.ai screenshot
Beacons.ai Thin agent ready Sold to the advertiser (buy side)

Beacons.ai is an all-in-one creator business platform for creators, talent managers, and brands. It combines link-in-bio pages, creator websites, media kits,...

Composite
36.0
Agent
32.7
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 36.0/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.1 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
35
Epsilon screenshot
Epsilon Thin agent ready Sold to the publisher (sell side)

Epsilon is a Publicis Groupe marketing and advertising technology company that operates identity-led, data-driven marketing across paid, owned and earned cha...

Composite
35.7
Agent
29.7
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 35.7/100 · thin
Contract Quality 11.9 / 25
Developer Ergonomics 5.6 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 8.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
36
LocBox Labs screenshot
LocBox Labs Thin agent aware

LocBox Labs is the engineering identity behind Hownd, Inc. (formerly FetchRev, originally LocBox), a Tempe, Arizona automated promotions and local-merchant m...

Composite
33.4
Agent
17.6
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 33.4/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 8.1 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 18/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
37
Markable screenshot
Markable Thin agent aware

Markable (markable.ai) is an all-in-one monetization platform for affiliate creators and social-commerce influencers. It turns social posts into revenue with...

Composite
33.4
Agent
7.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 33.4/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 7.9 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.9 / 15
Agent readiness — 8/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
38
BYBE screenshot
BYBE Thin agent aware Sold to the publisher (sell side)

BYBE, Inc. is a promotion platform for the beer, wine, and spirits industry, connecting alcohol beverage brands, retailers, and consumers through digital cas...

Composite
33.3
Agent
27.2
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 33.3/100 · thin
Contract Quality 11.2 / 25
Developer Ergonomics 8.5 / 20
0 / 0
Operational Transparency 2.4 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Payments 2.3 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency derived 1.1 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
39
Ibotta screenshot
Ibotta Thin agent ready Sold to the publisher (sell side)

Ibotta is a Denver-based consumer technology company (NYSE: IBTA) that operates a cash-back rewards platform and the Ibotta Performance Network (IPN), a digi...

Composite
32.0
Agent
32.2
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 32.0/100 · thin
Contract Quality 10.9 / 25
Developer Ergonomics 8.5 / 20
0 / 0
Operational Transparency 1.7 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.9 / 15
Agent readiness — 32/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
40
Swiftly screenshot
Swiftly Thin agent aware Sold to the publisher (sell side)

Swiftly (Swiftly Systems, Inc.) is a Seattle-based retail technology company that sells an AI platform purpose-built for grocery, convenience and wholesale r...

Composite
28.8
Agent
19.2
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 28.8/100 · thin
Contract Quality 8.8 / 25
Developer Ergonomics 4.2 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.1 / 15
Agent readiness — 19/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
41
Cheerfy screenshot
Cheerfy Thin agent aware Sold to the advertiser (buy side)

Cheerfy is a customer-engagement and digital-experience platform for restaurants and hospitality brands, bringing CRM and loyalty, online ordering, pay-at-ta...

Composite
27.9
Agent
7.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 27.9/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 2.1 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Payments 3.3 / 15
Agent readiness — 8/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Emerging 9 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
42
Lucky Cart screenshot
Lucky Cart Emerging human only Sold to both sides

Lucky Cart is a French MarTech company specializing in retail media and smart commerce for grocery and consumer-goods retailers. It combines first-party tran...

Composite
26.0
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 26.0/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 5/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
43
Commsor screenshot
Commsor Emerging human only

Commsor is a go-to-network (GTN) platform for B2B revenue teams. It maps the collective relationship graph of a company's employees, executives, investors, a...

Composite
24.0
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 24.0/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
44
Bikky screenshot
Bikky Emerging agent ready Sold to the advertiser (buy side)

Bikky is a New York-based Customer Data Platform (CDP) built exclusively for large, multi-unit restaurant brands, serving thousands of locations for companie...

Composite
22.9
Agent
29.9
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 22.9/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 6.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
45
Heyo screenshot
Heyo Emerging human only Sold to the advertiser (buy side)

Heyo is a social marketing platform for building and running online promotions such as sweepstakes, contests, giveaways, quizzes, and coupons. Businesses use...

Composite
21.9
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 21.9/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
46
Webloyalty screenshot
Webloyalty Emerging agent aware Sold to the publisher (sell side)

Webloyalty is a customer-engagement and loyalty-marketing company that helps ecommerce and retail businesses build stronger, more profitable customer relatio...

Composite
21.7
Agent
7.2
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 21.7/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 2.1 / 13
0 / 0
Discoverability 5.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.1 / 15
Agent readiness — 7/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server platform 3.0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
47
Influenxio screenshot
Influenxio Emerging human only

Influenxio is an Instagram influencer-marketing platform that connects brands with a database of more than 500,000 influencer profiles through an AI-powered ...

Composite
19.5
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 19.5/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
48
Atolls screenshot
Atolls Emerging agent aware Sold to the publisher (sell side)

Atolls (formerly Global Savings Group) is a Munich-based consumer commerce-content company that operates the world's largest shopping engagement platform, ru...

Composite
16.4
Agent
13.7
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 16.4/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 2.9 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.4 / 15
Agent readiness — 14/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
49
Fivestars screenshot
Fivestars Emerging human only

Fivestars was a customer loyalty, rewards, and payments platform for small and mid-sized brick-and-mortar merchants, founded in 2010 and headquartered in San...

Composite
14.0
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 14.0/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 2.4 / 20
0 / 0
Operational Transparency 2.4 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Payments 1.9 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
50
Cuponomia Emerging human only

Cuponomia is a Brazilian coupons and cashback platform that helps consumers save money on online purchases from more than 2,000 partner retailers. A pioneer ...

Composite
13.1
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 13.1/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.3 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.1 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Minimal 4 0 – 10.9 Index entry only; little beyond a description and a link.
51
Ebbo screenshot
Ebbo Minimal human only Sold to the advertiser (buy side)

Ebbo is an enterprise loyalty and promotional marketing technology company that helps brands build lasting customer relationships and grow revenue through en...

Composite
8.9
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 8.9/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.7 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 1.8 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
52
Mirado screenshot
Mirado Minimal human only Sold to the advertiser (buy side)

Mirado is a B2B card-linked-offer and rewards infrastructure company that sits between marketers and publishers. Marketers — from Fortune 500 retailers to lo...

Composite
8.4
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 8.4/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.5 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.8 / 10
Regulatory · Payments 1.3 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
53
Shopzilla Minimal human only Sold to the publisher (sell side)

Shopzilla is a comparison-shopping brand that lets consumers search across thousands of merchants to compare products, prices, and merchant ratings. Original...

Composite
4.1
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 4.1/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 0.9 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
54
Brightloom screenshot
Brightloom Minimal human only Sold to both sides

Brightloom is a San Francisco customer data and customer intelligence platform for restaurant and retail brands. It began as Eatsa, the automated quinoa-bowl...

Composite
3.5
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-10-03 · rubric v0.23.0
Composite quality — 3.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 0.9 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5