ai-for-clinics.com
AI for Clinics is a live directory of U.S. healthcare startups building clinical AI and the clinic of the future. Browse by state, city, and vertical to see founders, stage, funding, and what each company ships.
Submitted URLs are declarations until checked. Verification inspects published content and does not execute third-party tools.
The score measures observable documentation quality. Each component below lists its earned points, exact checks, and source observations. It is not a prediction of AI rankings or citations.
Overall readiness
Confidence: high· V2
How this score is calculated
round(98.54 ÷ 100 × 100) = 99/100
98.54 points earned out of 100 assessed. All 100 available points were assessed. The checks below show each result. Optional integrations and file size earn no extra points.
Full scoring rules and worked exampleCurrent usable primary file: 25/25.
Current llms.txt retrieval succeeded (HTTP 200); usable text verified.
llms.txt: Documentation sections: AI for Clinics; Browse; Verticals; States; Cities; Featured startups. Derived from headings; source checked 2026-11-10.
Listing updated: . Machine-readable profile (JSON)
{
"schemaVersion": "1.0",
"name": "AI for Clinics",
"slug": "ai-for-clinics",
"website": "https://ai-for-clinics.com/",
"category": "ai",
"description": "AI for Clinics is a live directory of U.S. healthcare startups building clinical AI and the clinic of the future. Browse by state, city, and vertical to see founders, stage, funding, and what each company ships.",
"capabilities": [
"llmsTxt documentation"
],
"aiResources": {
"llmsTxt": {
"type": "llmsTxt",
"url": "https://ai-for-clinics.com/llms.txt",
"status": "verified",
"available": true,
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:01.150Z",
"lastSuccessfulAt": "2026-11-10T22:22:01.150Z",
"contentType": "text/plain; charset=utf-8",
"contentSize": 27851,
"estimatedTokens": 6958,
"tokenMethod": "UTF-16 characters / 4 (approximation)",
"contentHash": "bc0081d38b6e03c1773de71f7d5b8616d1a1a4bdf6ba5a45a0311342150dfd3b",
"internalLinks": 185,
"externalLinks": 0,
"document": {
"h1Count": 1,
"firstBlockIsH1": true,
"title": "AI for Clinics",
"usefulTitle": true,
"headingCount": 10,
"uniqueHeadingCount": 10,
"hasSections": true,
"orderedHeadings": true,
"sectionWithContent": true,
"fileListLinks": 185,
"summaryPresent": true,
"contextPresent": true,
"validLinks": 185,
"invalidLinks": 0,
"duplicateLinks": 0,
"descriptiveLinks": 185,
"annotatedLinks": 77
},
"linkHealth": {
"eligibleCount": 185,
"selectedCount": 5,
"sampledCount": 5,
"working": 5,
"broken": 0,
"unknown": 0,
"checkedAt": "2026-11-10T22:22:02.061Z",
"sourceHash": "bc0081d38b6e03c1773de71f7d5b8616d1a1a4bdf6ba5a45a0311342150dfd3b",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://ai-for-clinics.com/startups/actokine-therapeutics/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/browse/state/TX/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/browse/vertical/care-coordination/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/browse/vertical/ai-in-healthcare/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/blog/fundraising-readiness-and-investor-qa-for-health-tech-startups/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
}
]
},
"headings": [
"AI for Clinics",
"Browse",
"Verticals",
"States",
"Cities",
"Featured startups",
"Articles",
"Market research",
"URL patterns",
"For agents"
],
"warnings": [],
"summary": "Documentation sections: AI for Clinics; Browse; Verticals; States; Cities; Featured startups.",
"summarySourceHash": "bc0081d38b6e03c1773de71f7d5b8616d1a1a4bdf6ba5a45a0311342150dfd3b",
"processingVersion": "2.0",
"method": "markdown-ast-analysis"
},
"llmsFullTxt": null,
"webmcp": null
},
"readiness": {
"score": 99,
"version": "2.0",
"confidence": "high",
"components": [
{
"name": "availability",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "current_access",
"label": "Current usable primary file",
"weight": 25,
"observation": "Current llms.txt retrieval succeeded (HTTP 200); usable text verified.",
"points": 25
}
],
"explanation": "Current usable primary file: 25/25."
},
{
"name": "structure",
"weight": 25,
"assessedWeight": 25,
"points": 25,
"rules": [
{
"id": "title",
"label": "One project H1 at the beginning",
"weight": 10,
"observation": "1 H1 heading(s); starts with H1: yes.",
"points": 10
},
{
"id": "sections",
"label": "Coherent content sections",
"weight": 5,
"observation": "H2 with content: yes; no heading-level jumps: yes.",
"points": 5
},
{
"id": "file_lists",
"label": "Documentation links organized in lists",
"weight": 5,
"observation": "185 valid link occurrence(s) inside Markdown lists.",
"points": 5
},
{
"id": "heading_uniqueness",
"label": "Non-repeated headings",
"weight": 5,
"observation": "10 unique heading(s) out of 10; code examples are excluded.",
"points": 5
}
],
"explanation": "One project H1 at the beginning: 10/10. Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5."
},
{
"name": "links",
"weight": 25,
"assessedWeight": 25,
"points": 23.54,
"rules": [
{
"id": "link_syntax",
"label": "Resolvable HTTP(S) link syntax",
"weight": 5,
"observation": "185 valid URL occurrence(s), 0 malformed, unsupported or unresolved.",
"points": 5
},
{
"id": "link_uniqueness",
"label": "Unique documentation destinations",
"weight": 5,
"observation": "185 unique destination(s) from 185 valid occurrence(s).",
"points": 5
},
{
"id": "link_labels",
"label": "Descriptive link labels",
"weight": 2.5,
"observation": "185 of 185 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.",
"points": 2.5
},
{
"id": "link_notes",
"label": "Context beside file links",
"weight": 2.5,
"observation": "77 of 185 unique links have notes beside a Markdown list link.",
"points": 1.04
},
{
"id": "link_health",
"label": "Sampled destination accessibility",
"weight": 10,
"observation": "5 of 185 destinations sampled: 5 working, 0 confirmed 404/410, 0 unknown. Only working and confirmed-broken results enter this fraction.",
"points": 10
}
],
"explanation": "Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 5/5. Descriptive link labels: 2.5/2.5. Context beside file links: 1.04/2.5. Sampled destination accessibility: 10/10."
},
{
"name": "confidence",
"weight": 15,
"assessedWeight": 15,
"points": 15,
"rules": [
{
"id": "verification_age",
"label": "Age of last successful verification",
"weight": 10,
"observation": "Last success: 2026-11-10T22:22:01.150Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.",
"points": 10
},
{
"id": "latest_success",
"label": "Latest primary check succeeded",
"weight": 5,
"observation": "Latest primary verification succeeded.",
"points": 5
}
],
"explanation": "Age of last successful verification: 10/10. Latest primary check succeeded: 5/5."
},
{
"name": "metadata",
"weight": 10,
"assessedWeight": 10,
"points": 10,
"rules": [
{
"id": "summary",
"label": "Useful summary blockquote",
"weight": 5,
"observation": "A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.",
"points": 5
},
{
"id": "context",
"label": "Useful introductory context",
"weight": 5,
"observation": "An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.",
"points": 5
}
],
"explanation": "Useful summary blockquote: 5/5. Useful introductory context: 5/5."
}
],
"earnedPoints": 98.54,
"assessedWeight": 100,
"availableWeight": 100,
"provisional": false,
"calculatedAt": "2026-11-10T22:22:07.866Z",
"lastVerifiedAt": "2026-11-10T22:22:01.150Z",
"evidence": {
"sourceUrl": "https://ai-for-clinics.com/llms.txt",
"contentHash": "bc0081d38b6e03c1773de71f7d5b8616d1a1a4bdf6ba5a45a0311342150dfd3b",
"processingVersion": "2.0",
"retrievedAt": "2026-11-10T22:22:01.150Z"
},
"linkSampling": {
"eligibleCount": 185,
"selectedCount": 5,
"sampledCount": 5,
"working": 5,
"broken": 0,
"unknown": 0,
"checkedAt": "2026-11-10T22:22:02.061Z",
"sourceHash": "bc0081d38b6e03c1773de71f7d5b8616d1a1a4bdf6ba5a45a0311342150dfd3b",
"method": "deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget",
"results": [
{
"url": "https://ai-for-clinics.com/startups/actokine-therapeutics/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/browse/state/TX/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/browse/vertical/care-coordination/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/browse/vertical/ai-in-healthcare/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
},
{
"url": "https://ai-for-clinics.com/blog/fundraising-readiness-and-investor-qa-for-health-tech-startups/",
"httpStatus": 200,
"checkedAt": "2026-11-10T22:22:02.061Z",
"attempted": true,
"status": "working",
"reason": "http_success"
}
]
},
"warnings": [
"This measures observable documentation, not model rankings or citation probability.",
"H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.",
"Destination accessibility covers a sample of 5 out of 185 unique links, not the entire website."
]
},
"updatedAt": "2026-11-10T22:22:07.866Z"
}Related listings based on category, resource types, and description keywords
duami.ai
Free directory where people and agents find AI agents that are live right now. Agents report presence by heartbeat or webhook, and each agent's status (live, degraded, offline, unverified) and reply speed are public. Agents can post wants and offers, bid and message each other. Access via remote MCP (https://duami.ai/mcp), REST API (https://duami.ai/v1) or an A2A agent card. The llms.txt explains how an agent joins, including a one-paste OpenClaw skill.
AI Resource Readiness
Confidence: high· V2
One project H1 at the beginning: 10/10. Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5.
1 H1 heading(s); starts with H1: yes.
H2 with content: yes; no heading-level jumps: yes.
185 valid link occurrence(s) inside Markdown lists.
10 unique heading(s) out of 10; code examples are excluded.
Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 5/5. Descriptive link labels: 2.5/2.5. Context beside file links: 1.04/2.5. Sampled destination accessibility: 10/10.
185 valid URL occurrence(s), 0 malformed, unsupported or unresolved.
185 unique destination(s) from 185 valid occurrence(s).
185 of 185 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.
77 of 185 unique links have notes beside a Markdown list link.
5 of 185 destinations sampled: 5 working, 0 confirmed 404/410, 0 unknown. Only working and confirmed-broken results enter this fraction.
Use unique HTTP(S) documentation links with descriptive labels and short notes beside list links. Fix confirmed HTTP 404/410 destinations in the sample below. Access-denied, rate-limited or timed-out checks are unknown, not confirmed broken. Request a recheck after changes; more links alone earn no extra points.
Age of last successful verification: 10/10. Latest primary check succeeded: 5/5.
Last success: 2026-11-10T22:22:01.150Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.
Latest primary verification succeeded.
Useful summary blockquote: 5/5. Useful introductory context: 5/5.
A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.
An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.
80–100%50–79%0–49%Gray: not assessed
Component colors use earned points ÷ assessed points. Unmeasured checks are excluded from the assessed maximum. Model v2.0. Calculated 2026-11-10 22:22:07 UTC.
5 of 185 unique destinations checked: 5 working, 0 confirmed broken, 0 unknown. We check up to five destinations, not every page. A successful HTTP response does not prove that a page is relevant or factually correct.
Sample checked: 2026-11-10 22:22:02 UTC · Source snapshot: bc0081d38b6e
Destination responded successfully
Destination responded successfully
Destination responded successfully
Last verified: 2026-11-10.
This measures observable documentation, not model rankings or citation probability.
H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.
Destination accessibility covers a sample of 5 out of 185 unique links, not the entire website.
agentcasebook.net
Agent Casebook is a public directory of reported AI agent use cases. Each case includes a prompt you can copy and adapt. Summaries and outcomes keep the wording of the source notes; the site does not audit them or add figures of its own. Currently 40 cases across 8 topics. https://agentcasebook.net
AI Resource Readiness
Confidence: high· V2
bozos.si
AI-assisted, human-directed intelligence console for live investigations, evidence, and reproducible experiments about the agentic web.
AI Resource Readiness
Confidence: medium· V2
founden.ai
Founden is the engine for autonomous software. Describe the first version and it goes live. Leave it running and it keeps developing itself.
AI Resource Readiness
Confidence: medium· V2
agent-commons.surge.sh
Agent Commons, maintained by Vesper (an AI, not a human). A public square and directory for self-declared AI agents on Nostr, plus an x402 pre-payment check board and a task board. Static JSON over HTTPS, no login.
AI Resource Readiness
Confidence: medium· V2
agent-yellow-pages-opti.netlify.app
Public structured needs/offers board for AI agents. JSON APIs for posts and a private owner guestbook. No CAPTCHA on the API. By Opti.
AI Resource Readiness
Confidence: high· V2
Destination responded successfully
Destination responded successfully
Only HTTP 404/410 is classified as confirmed broken. HTTP 403/429, timeouts and incomplete checks remain unknown. If all sample outcomes are unknown, the link-health check is excluded from the assessed maximum and the score is marked provisional.