The Census · 2026-Q4 · health-systems

https://www.hopkinsmedicine.org/ · ranked 20 in its cohort · 32 pages read · 51 tests · 19 September 2026

Scan

The Johns Hopkins Hospital

Score

46/100

14 of 51 tests pass · 54 points still on the table

You · 46
NOT READY 0–39 WEAK 40–59 ADEQUATE 60–74 STRONG 75–89 EXEMPLARY 90–99

We ran all 51 scored tests across 7 dimensions, against the 32 pages we read.

Weak

The fundamentals are in place and the machine-readable layer on top of them largely is not.

Do these three first

The fastest 9 points on this scan

1 +4

AIR-3.3 · large effort

Vertical-specific schema types

0 of 4 expected healthcare types are present: none. Missing: MedicalOrganization, Physician, MedicalCondition, MedicalWebPage.

Do this: Model the site's healthcare content with the right types.

2 +3

AIR-1.4 · small effort

Content Signals declared in robots.txt

No Content-Signal line in robots.txt. Missing: search, ai-input, ai-train.

Do this: Declare a Content Signals position in robots.txt.

3 +2

AIR-2.2 · medium effort

Progressive disclosure content ships in the initial HTML

0 of 10 pages ship every disclosure panel populated in the raw HTML. 11 pages load more content on scroll with no paginated fallback.

Do this: Render every panel and hide it with CSS.

Nine dimensions, most to least left on the table

32 pages crawled

Every test · all 67 tests, in order

67 of 67 showing

Show
AIR-1.1 Can AI crawlers reach your site? PASS 5 pt
Why we test this

All 10 AI agents may fetch content paths.

Your robots.txt file tells crawlers what they may read. A line left behind by a previous site or a copied template can quietly shut out the assistants people now use to find you.

AIR-1.2 Does your CDN let AI crawlers through? PASS 5 pt
Why we test this

All 8 AI user-agents receive full content.

Even when robots.txt says yes, a firewall or bot-protection rule can turn assistants away before they reach your pages. We sent a request as each one and recorded what came back.

AIR-1.3 Is your page readable without a security challenge? PASS 1 pt
Why we test this

1 of 32 sampled pages return an interactive challenge (edge challenge cookie).

A CAPTCHA or bot check on an ordinary page stops an assistant at the door. These belong on forms and logins, not on pages anyone can read.

AIR-1.4 Have you stated what AI may do with your content?No Content-Signal line in robots.txt. Missing: search, ai-input, ai-train. PROBLEM +3
What's wrong

No Content-Signal line in robots.txt. Missing: search, ai-input, ai-train.

There is now a machine-readable way to say whether AI may search, quote or train on your material. Having a position — any position — is the point.

AIR-1.5 Can a person read your AI policy?robots.txt carries no human-readable policy statement. PROBLEM +1
What's wrong

robots.txt carries no human-readable policy statement.

A few plain sentences in robots.txt saying what you permit. Journalists and lawyers read this file, and right now most sites say nothing.

AIR-1.6 Are you allowing assistants to quote you? PASS 1 pt
Why we test this

No noarchive, nosnippet or max-snippet:0 directives found.

Some sites carry old settings that tell search engines not to show excerpts. Those same settings stop an assistant quoting your page in an answer.

AIR-1.7 Does this page declare its real address? PASS 2 pt
Why we test this

97% of sampled pages emit a valid, self-consistent canonical. 1 have problems.

A canonical link tells a machine which URL is the true one. Without it the same content can be treated as several competing pages.

AIR-1.8 Is your page structured so a machine can follow it?0% of sampled pages carry one main element, a wrapping article or section, and a nav. 31 exceed 12 divs per semantic element. PROBLEM +2
What's wrong

0% of sampled pages carry one main element, a wrapping article or section, and a nav. 31 exceed 12 divs per semantic element.

Meaningful sections rather than an undifferentiated wall of containers. It is the difference between a document and a soup of boxes.

AIR-1.9 Do your headings tell a clear story? PASS 2 pt
Why we test this

100% of sampled pages have exactly one non-empty h1 and no skipped heading levels.

One main heading, then sub-headings in order. Assistants use headings to work out what a page is about and which part answers a question.

AIR-1.10 Do you publish a guide for AI assistants?/llms.txt returns HTTP 403. PROBLEM +2
What's wrong

/llms.txt returns HTTP 403.

A file at /llms.txt listing your most important pages. It is early and cheap, and it forces a useful conversation about what actually matters on your site.

AIR-1.11 Can a machine tell what your organization is?No JSON-LD nodes were found across the sample. PROBLEM +2
What's wrong

No JSON-LD nodes were found across the sample.

Structured data that links together — your organization, your site, this page — rather than a scattering of disconnected labels.

AIR-1.12 Can a machine be certain it is you?No sameAs links were found on Organization or Person nodes. PROBLEM +2
What's wrong

No sameAs links were found on Organization or Person nodes.

Links from your markup to authoritative records like Wikidata or ROR. Without one, an assistant is guessing which organization of your name it has found.

AIR-1.13 Can a machine find out who you are?0 of 7 organizational facts are present in the Organization markup: none. PROBLEM +2
What's wrong

0 of 7 organizational facts are present in the Organization markup: none.

Founding date, leadership, address, contact details, legal identifiers. Thin About pages are the most common weakness we see.

AIR-2.1 Primary content is present without JavaScript PASS 6 pt
Why we test this

Raw HTML contains 97% of rendered text on average across 31 URLs. The worst template is /provider/rupal-rashmikant-desai/*: 89% across 1 pages. 1 URLs were excluded from the mean.

AIR-2.2 Progressive disclosure content ships in the initial HTML0 of 10 pages ship every disclosure panel populated in the raw HTML. 11 pages load more content on scroll with no paginated fallback. PROBLEM +2
What's wrong

0 of 10 pages ship every disclosure panel populated in the raw HTML. 11 pages load more content on scroll with no paginated fallback.

AIR-2.3 Real data tables with header cells NOT SCORED —
AIR-2.4 Stable, human-readable anchor IDs on section headings0 of 406 subheadings carry a slug-like id (0%); 155 have generated or unstable ids. NEEDS WORK +1
What's half-done

0 of 406 subheadings carry a slug-like id (0%); 155 have generated or unstable ids.

AIR-2.5 Alt text on content images, empty alt on decorative PASS 1 pt
Why we test this

191 of 253 images carry appropriate alt text: 0 have no alt attribute, 0 use the filename.

AIR-2.6 Key facts exist as HTML text, not only in images or PDFs7 of 32 sampled pages are thin relative to their images or lead with a document download. NEEDS WORK +0
What's half-done

7 of 32 sampled pages are thin relative to their images or lead with a document download.

AIR-3.1 JSON-LD is generated from mapped fields, not hardcodedSchema values track visible content across 0 templates. NEEDS WORK +1
What's half-done

Schema values track visible content across 0 templates.

AIR-3.2 BreadcrumbList on every page below the homepage0% of pages below the homepage carry a BreadcrumbList with at least two steps. PROBLEM +2
What's wrong

0% of pages below the homepage carry a BreadcrumbList with at least two steps.

AIR-3.3 Vertical-specific schema types0 of 4 expected healthcare types are present: none. Missing: MedicalOrganization, Physician, MedicalCondition, MedicalWebPage. PROBLEM +4
What's wrong

0 of 4 expected healthcare types are present: none. Missing: MedicalOrganization, Physician, MedicalCondition, MedicalWebPage.

AIR-3.4 FAQPage and QAPage on genuine question-and-answer content NOT SCORED —
AIR-3.5 isAccessibleForFree, about, and mentions with entity references0 of 32 substantive pages declare isAccessibleForFree; 0 reference subject entities by identifier. PROBLEM +1
What's wrong

0 of 32 substantive pages declare isAccessibleForFree; 0 reference subject entities by identifier.

AIR-3.6 Product, Offer, and Service with real prices NOT SCORED —
AIR-3.7 SearchAction on the WebSite nodeNo SearchAction is declared on the WebSite node. PROBLEM +1
What's wrong

No SearchAction is declared on the WebSite node.

AIR-3.8 Schema validation of the structured data on the page PASS 2 pt
Why we test this

0 nodes across 31 pages parse, carry what their types require, and hold well-formed values.

AIR-4.1 RSL licensing document published and referenced NOT SCORED —
AIR-4.2 RSL terms propagated to feeds and schema NOT SCORED —
AIR-4.3 Web Bot Auth verification configured NOT SCORED —
AIR-4.4 Correct X-Robots-Tag on non-HTML resources NOT SCORED —
AIR-4.5 Missing pages return 404 or 410 PASS 1 pt
Why we test this

0 of 3 deliberately invalid URLs returned HTTP 200.

AIR-4.6 Redirects resolve in a single hop PASS 1 pt
Why we test this

0 of 32 sampled URLs redirect.

AIR-4.7 Faceted, calendar, and parameterized URLs are controlled0 of 10 parameterized URLs are held in check by noindex or a canonical back to the unfiltered listing. PROBLEM +2
What's wrong

0 of 10 parameterized URLs are held in check by noindex or a canonical back to the unfiltered listing.

AIR-4.8 Sitemap lastmod reflects real content changes PASS 2 pt
Why we test this

6894 of 8636 sitemap URLs carry a lastmod across 23 distinct dates; 44% share 2026-08-19.

AIR-4.9 Sitemap index split by type, with media sitemapsA single flat sitemap covering 8636 URLs, with no image or video sitemap. PROBLEM +1
What's wrong

A single flat sitemap covering 8636 URLs, with no image or video sitemap.

AIR-4.10 Paginated series are coherently signaled0 of 10 paginated pages carry rel=next or rel=prev. PROBLEM +1
What's wrong

0 of 10 paginated pages carry rel=next or rel=prev.

AIR-5.1 Author entity pages with credentialsNo Person entities appear anywhere in the sample. PROBLEM +2
What's wrong

No Person entities appear anywhere in the sample.

AIR-5.2 Bylines linked to author entities0 of 28 substantive pages reference an author by @id; 0 carry a bare string; 28 are unsigned. PROBLEM +2
What's wrong

0 of 28 substantive pages reference an author by @id; 0 carry a bare string; 28 are unsigned.

AIR-5.3 reviewedBy on YMYL content NOT SCORED —
AIR-5.4 datePublished and dateModified are accurate0 of 32 pages carry a publication or modification date across 0 distinct dateModified values. PROBLEM +2
What's wrong

0 of 32 pages carry a publication or modification date across 0 distinct dateModified values.

AIR-5.5 citation markup on primary-source references NOT SCORED —
AIR-5.6 C2PA Content Credentials on original assets NOT SCORED —
AIR-6.1 OpenAPI specification for public APIs NOT SCORED —
AIR-6.2 /.well-known/ discovery entries for agent capabilities NOT SCORED —
AIR-6.3 Form fields carry label, name, and autocomplete PASS 2 pt
Why we test this

10 of 10 form fields carry an accessible name, a meaningful name attribute and a valid autocomplete token where one applies.

AIR-6.4 No captchas on browse, search, or filter interactions PASS 2 pt
Why we test this

No search or filter surface in the sample returned a challenge.

AIR-7.1 Markdown companion for every canonical page0 of 24 sampled pages have a Markdown companion at {path}.md returning a Markdown content type. PROBLEM +2
What's wrong

0 of 24 sampled pages have a Markdown companion at {path}.md returning a Markdown content type.

AIR-7.2 link rel=alternate advertises the Markdown version NOT SCORED —
AIR-7.3 Accept: text/markdown content negotiation0 of 25 URLs serve Markdown for Accept: text/markdown. PROBLEM +2
What's wrong

0 of 25 URLs serve Markdown for Accept: text/markdown.

AIR-7.4 Alternate representations are edge-cached NOT SCORED —
LI-1 HowTo on procedural content NOT SCORED —
LI-2 speakable on summaries and ledesNo speakable specification found on any sampled page. NOT SCORED —
What's wrong

No speakable specification found on any sampled page.

LI-3 IndexNow fires on publish and updateNo IndexNow key file was discoverable. The file is named after the key, which is not published, so this is 'not discoverable' rather than proof of absence. NOT SCORED —
What's wrong

No IndexNow key file was discoverable. The file is named after the key, which is not published, so this is 'not discoverable' rather than proof of absence.

LI-4 Editorial policy page referenced via publishingPrinciples0 of 0 Organization nodes reference publishingPrinciples. NOT SCORED —
What's wrong

0 of 0 Organization nodes reference publishingPrinciples.

LI-5 NLWeb endpoint exposed as an MCP server with an ask methodNo NLWeb endpoint was discoverable. NOT SCORED —
What's wrong

No NLWeb endpoint was discoverable.

LI-6 Domain MCP server over real content APIsNo domain MCP server or tool descriptor was discoverable. NOT SCORED —
What's wrong

No domain MCP server or tool descriptor was discoverable.

LI-7 /llms-full.txt where full-text inclusion is appropriate NOT SCORED —
BP-1 Critical flows complete without JS-only interactions NOT SCORED —
BP-2 Stable selectors on critical-flow elements NOT SCORED —
BP-3 GA4 channel group for AI assistant referrersWhether a channel group exists for AI assistant referrers is not visible from outside. Analytics presence is; the grouping is not. NOT SCORED —
What we're measuring

Whether a channel group exists for AI assistant referrers is not visible from outside. Analytics presence is; the grouping is not.

BP-4 Server-side tagging captures stripped referrersReconciliation between server-side and client-side numbers has to be attested. NOT SCORED —
What we're measuring

Reconciliation between server-side and client-side numbers has to be attested.

BP-5 Access log retention with a queryable storeLog retention and queryability are not observable from outside the site. NOT SCORED —
What we're measuring

Log retention and queryability are not observable from outside the site.

BP-6 Scheduled AI crawler activity report NOT SCORED —
BP-7 Fixed prompt panel run monthly across modelsAnswer-share tracking happens outside the site and must be attested. NOT SCORED —
What we're measuring

Answer-share tracking happens outside the site and must be attested.

BP-8 Extraction-fidelity baseline capturedNo extraction-fidelity baseline is captured by this version of the scanner, which makes no live model calls. NOT SCORED —
What we're measuring

No extraction-fidelity baseline is captured by this version of the scanner, which makes no live model calls.

BP-9 Search Console and Bing Webmaster Tools verifiedGoogle Search Console verification found on the page. Whether sitemaps are submitted and alerts reach a person cannot be seen from outside. NOT SCORED —
What's half-done

Google Search Console verification found on the page. Whether sitemaps are submitted and alerts reach a person cannot be seen from outside.

Not applicable — 24 tests answered with a dash, excluded from the score: AIR-2.3, AIR-3.4, AIR-3.6, AIR-4.1, AIR-4.2, AIR-4.3, AIR-4.4, AIR-5.3, AIR-5.5, AIR-5.6, AIR-6.1, AIR-6.2, AIR-7.2, AIR-7.4, LI-1, LI-7, BP-1, BP-2, BP-3, BP-4, BP-5, BP-6, BP-7, BP-8.

By dimension

Where The Johns Hopkins Hospital's 46 came from. Open a line to see its tests, worst first.

DimensionShare earnedEarnedScore
1 · Primary Indicators 16 53
Scored zero — 7 problems
AIR-1.4 Have you stated what AI may do with your content?No Content-Signal line in robots.txt. Missing: search, ai-input, ai-train. PROBLEM
What's wrong

No Content-Signal line in robots.txt. Missing: search, ai-input, ai-train.

There is now a machine-readable way to say whether AI may search, quote or train on your material. Having a position — any position — is the point.

AIR-1.5 Can a person read your AI policy?robots.txt carries no human-readable policy statement. PROBLEM
What's wrong

robots.txt carries no human-readable policy statement.

A few plain sentences in robots.txt saying what you permit. Journalists and lawyers read this file, and right now most sites say nothing.

AIR-1.8 Is your page structured so a machine can follow it?0% of sampled pages carry one main element, a wrapping article or section, and a nav. 31 exceed 12 divs per semantic element. PROBLEM
What's wrong

0% of sampled pages carry one main element, a wrapping article or section, and a nav. 31 exceed 12 divs per semantic element.

Meaningful sections rather than an undifferentiated wall of containers. It is the difference between a document and a soup of boxes.

AIR-1.10 Do you publish a guide for AI assistants?/llms.txt returns HTTP 403. PROBLEM
What's wrong

/llms.txt returns HTTP 403.

A file at /llms.txt listing your most important pages. It is early and cheap, and it forces a useful conversation about what actually matters on your site.

AIR-1.11 Can a machine tell what your organization is?No JSON-LD nodes were found across the sample. PROBLEM
What's wrong

No JSON-LD nodes were found across the sample.

Structured data that links together — your organization, your site, this page — rather than a scattering of disconnected labels.

AIR-1.12 Can a machine be certain it is you?No sameAs links were found on Organization or Person nodes. PROBLEM
What's wrong

No sameAs links were found on Organization or Person nodes.

Links from your markup to authoritative records like Wikidata or ROR. Without one, an assistant is guessing which organization of your name it has found.

AIR-1.13 Can a machine find out who you are?0 of 7 organizational facts are present in the Organization markup: none. PROBLEM
What's wrong

0 of 7 organizational facts are present in the Organization markup: none.

Founding date, leadership, address, contact details, legal identifiers. Thin About pages are the most common weakness we see.

Full marks — 6 pass
AIR-1.1 Can AI crawlers reach your site? PASS
Why we test this

All 10 AI agents may fetch content paths.

Your robots.txt file tells crawlers what they may read. A line left behind by a previous site or a copied template can quietly shut out the assistants people now use to find you.

AIR-1.2 Does your CDN let AI crawlers through? PASS
Why we test this

All 8 AI user-agents receive full content.

Even when robots.txt says yes, a firewall or bot-protection rule can turn assistants away before they reach your pages. We sent a request as each one and recorded what came back.

AIR-1.3 Is your page readable without a security challenge? PASS
Why we test this

1 of 32 sampled pages return an interactive challenge (edge challenge cookie).

A CAPTCHA or bot check on an ordinary page stops an assistant at the door. These belong on forms and logins, not on pages anyone can read.

AIR-1.6 Are you allowing assistants to quote you? PASS
Why we test this

No noarchive, nosnippet or max-snippet:0 directives found.

Some sites carry old settings that tell search engines not to show excerpts. Those same settings stop an assistant quoting your page in an answer.

AIR-1.7 Does this page declare its real address? PASS
Why we test this

97% of sampled pages emit a valid, self-consistent canonical. 1 have problems.

A canonical link tells a machine which URL is the true one. Without it the same content can be treated as several competing pages.

AIR-1.9 Do your headings tell a clear story? PASS
Why we test this

100% of sampled pages have exactly one non-empty h1 and no skipped heading levels.

One main heading, then sub-headings in order. Assistants use headings to work out what a page is about and which part answers a question.

2 · Rendering and Extraction 9 60
Scored zero — 1 problem
AIR-2.2 Progressive disclosure content ships in the initial HTML0 of 10 pages ship every disclosure panel populated in the raw HTML. 11 pages load more content on scroll with no paginated fallback. PROBLEM
What's wrong

0 of 10 pages ship every disclosure panel populated in the raw HTML. 11 pages load more content on scroll with no paginated fallback.

Partly scored — 2 need work
AIR-2.4 Stable, human-readable anchor IDs on section headings0 of 406 subheadings carry a slug-like id (0%); 155 have generated or unstable ids. NEEDS WORK
What's half-done

0 of 406 subheadings carry a slug-like id (0%); 155 have generated or unstable ids.

AIR-2.6 Key facts exist as HTML text, not only in images or PDFs7 of 32 sampled pages are thin relative to their images or lead with a document download. NEEDS WORK
What's half-done

7 of 32 sampled pages are thin relative to their images or lead with a document download.

Full marks — 2 pass
AIR-2.1 Primary content is present without JavaScript PASS
Why we test this

Raw HTML contains 97% of rendered text on average across 31 URLs. The worst template is /provider/rupal-rashmikant-desai/*: 89% across 1 pages. 1 URLs were excluded from the mean.

AIR-2.5 Alt text on content images, empty alt on decorative PASS
Why we test this

191 of 253 images carry appropriate alt text: 0 have no alt attribute, 0 use the filename.

3 · Structured Data and the Entity Graph 3 20
Scored zero — 4 problems
AIR-3.2 BreadcrumbList on every page below the homepage0% of pages below the homepage carry a BreadcrumbList with at least two steps. PROBLEM
What's wrong

0% of pages below the homepage carry a BreadcrumbList with at least two steps.

AIR-3.3 Vertical-specific schema types0 of 4 expected healthcare types are present: none. Missing: MedicalOrganization, Physician, MedicalCondition, MedicalWebPage. PROBLEM
What's wrong

0 of 4 expected healthcare types are present: none. Missing: MedicalOrganization, Physician, MedicalCondition, MedicalWebPage.

AIR-3.5 isAccessibleForFree, about, and mentions with entity references0 of 32 substantive pages declare isAccessibleForFree; 0 reference subject entities by identifier. PROBLEM
What's wrong

0 of 32 substantive pages declare isAccessibleForFree; 0 reference subject entities by identifier.

AIR-3.7 SearchAction on the WebSite nodeNo SearchAction is declared on the WebSite node. PROBLEM
What's wrong

No SearchAction is declared on the WebSite node.

Partly scored — 1 needs work
AIR-3.1 JSON-LD is generated from mapped fields, not hardcodedSchema values track visible content across 0 templates. NEEDS WORK
What's half-done

Schema values track visible content across 0 templates.

Full marks — 1 pass
AIR-3.8 Schema validation of the structured data on the page PASS
Why we test this

0 nodes across 31 pages parse, carry what their types require, and hold well-formed values.

4 · Crawl, Index and Licensing Hygiene 4 33
Scored zero — 3 problems
AIR-4.7 Faceted, calendar, and parameterized URLs are controlled0 of 10 parameterized URLs are held in check by noindex or a canonical back to the unfiltered listing. PROBLEM
What's wrong

0 of 10 parameterized URLs are held in check by noindex or a canonical back to the unfiltered listing.

AIR-4.9 Sitemap index split by type, with media sitemapsA single flat sitemap covering 8636 URLs, with no image or video sitemap. PROBLEM
What's wrong

A single flat sitemap covering 8636 URLs, with no image or video sitemap.

AIR-4.10 Paginated series are coherently signaled0 of 10 paginated pages carry rel=next or rel=prev. PROBLEM
What's wrong

0 of 10 paginated pages carry rel=next or rel=prev.

Full marks — 3 pass
AIR-4.5 Missing pages return 404 or 410 PASS
Why we test this

0 of 3 deliberately invalid URLs returned HTTP 200.

AIR-4.6 Redirects resolve in a single hop PASS
Why we test this

0 of 32 sampled URLs redirect.

AIR-4.8 Sitemap lastmod reflects real content changes PASS
Why we test this

6894 of 8636 sitemap URLs carry a lastmod across 23 distinct dates; 44% share 2026-08-19.

5 · Authorship, Provenance, Freshness 0 0
Scored zero — 3 problems
AIR-5.1 Author entity pages with credentialsNo Person entities appear anywhere in the sample. PROBLEM
What's wrong

No Person entities appear anywhere in the sample.

AIR-5.2 Bylines linked to author entities0 of 28 substantive pages reference an author by @id; 0 carry a bare string; 28 are unsigned. PROBLEM
What's wrong

0 of 28 substantive pages reference an author by @id; 0 carry a bare string; 28 are unsigned.

AIR-5.4 datePublished and dateModified are accurate0 of 32 pages carry a publication or modification date across 0 distinct dateModified values. PROBLEM
What's wrong

0 of 32 pages carry a publication or modification date across 0 distinct dateModified values.

6 · Agent Interfaces 4 50
Full marks — 2 pass
AIR-6.3 Form fields carry label, name, and autocomplete PASS
Why we test this

10 of 10 form fields carry an accessible name, a meaningful name attribute and a valid autocomplete token where one applies.

AIR-6.4 No captchas on browse, search, or filter interactions PASS
Why we test this

No search or filter surface in the sample returned a challenge.

7 · Alternate Representations 0 0
Scored zero — 2 problems
AIR-7.1 Markdown companion for every canonical page0 of 24 sampled pages have a Markdown companion at {path}.md returning a Markdown content type. PROBLEM
What's wrong

0 of 24 sampled pages have a Markdown companion at {path}.md returning a Markdown content type.

AIR-7.3 Accept: text/markdown content negotiation0 of 25 URLs serve Markdown for Accept: text/markdown. PROBLEM
What's wrong

0 of 25 URLs serve Markdown for Accept: text/markdown.

What was read

32 pages, sampled from this site's own sitemap and internal links. The cap is 32 — a ceiling, not a certainty: a site with fewer reachable pages yields fewer.

403 https://www.hopkinsmedicine.org/ Answered 403.
31 other pages, all 200, by template
1× /provider/daniel-shiferaw/* https://profiles.hopkinsmedicine.org/provider/daniel-shiferaw/3014893
1× /provider/david-hering/* https://profiles.hopkinsmedicine.org/provider/david-hering/2701001
1× /provider/thomas-james-donaldson/* https://profiles.hopkinsmedicine.org/provider/thomas-james-donaldson/7232797
1× /provider/michael-noah-solomon/* https://profiles.hopkinsmedicine.org/provider/michael-noah-solomon/2705098
1× /provider/rupal-rashmikant-desai/* https://profiles.hopkinsmedicine.org/provider/rupal-rashmikant-desai/2707924
1× /provider/marco-andre-pinder/* https://profiles.hopkinsmedicine.org/provider/marco-andre-pinder/2704767
1× /provider/*/* https://profiles.hopkinsmedicine.org/provider/jennifer-lynne-root-mayer/2707022
1× /provider/kelly-ann-gibson/* https://profiles.hopkinsmedicine.org/provider/kelly-ann-gibson/2702861
1× /provider/katrina-marie-nayak/* https://profiles.hopkinsmedicine.org/provider/katrina-marie-nayak/2702405
1× /provider/russell-w-foster/* https://profiles.hopkinsmedicine.org/provider/russell-w-foster/3051106
1× /specialty/* https://profiles.hopkinsmedicine.org/specialty/Internal%20Medicine?page=1
9× /specialty/Internal%20Medicine/near/* https://profiles.hopkinsmedicine.org/specialty/Internal%20Medicine/near/Baltimore%2C%20MD?page=1
1× /provider/katherine-laura-florecki/* https://profiles.hopkinsmedicine.org/provider/katherine-laura-florecki/2705269
1× /provider/heather-j-agee/* https://profiles.hopkinsmedicine.org/provider/heather-j-agee/2707753
1× /provider/joseph-john-libricz-jr/* https://profiles.hopkinsmedicine.org/provider/joseph-john-libricz-jr/2703363
1× /provider/virginia-c-colliver/* https://profiles.hopkinsmedicine.org/provider/virginia-c-colliver/2704938
1× /provider/michael-beer/* https://profiles.hopkinsmedicine.org/provider/michael-beer/2777041
1× /provider/joon-kang/* https://profiles.hopkinsmedicine.org/provider/joon-kang/2702234
1× /provider/heather-newhard/* https://profiles.hopkinsmedicine.org/provider/heather-newhard/2709488
1× /provider/michael-charles-albert/* https://profiles.hopkinsmedicine.org/provider/michael-charles-albert/2701732
1× /provider/adel-mandl/* https://profiles.hopkinsmedicine.org/provider/adel-mandl/2703638
1× /provider/mark-william-miley/* https://profiles.hopkinsmedicine.org/provider/mark-william-miley/2702063
1× /provider/jhansi-katakam/* https://profiles.hopkinsmedicine.org/provider/jhansi-katakam/7173292

The receipt

Cohort
health-systems
Source
IRS Exempt Organizations Business Master File, filtered to health-care organizations by Wikidata classification (Internal Revenue Service (IRS), with Wikidata, 2026-09-07)
Index
11.0, in effect 2026-09-24
Scanner
0.1.0
Scanned
2026-09-20T00:51:01.051827+00:00
Result hash
c1ec8a8bc49bc045df27e4c67e0c78cf7c828d82e3412fb03a8b1d0e2ae29d60
Basis
public-interest census: a declared bot with a published policy at https://readinessindex.io/bot, honoring robots.txt addressed to AIRBot, reading public pages only. No per-site permission was sought or given.

The hash is the SHA-256 of the full result.json, recorded when the scan finished rather than computed now. The raw evidence behind every line above — every response, cached — is retained and is a median 1.5 MB per site, so it is not served from here. Ask us for it if you want to check a number against the bytes it came from.

Think this is wrong? It might be. Tell us at hello@readinessindex.io and we will look, correct it if it is, and say so publicly either way.

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About these numbers. Points are whole numbers everywhere on this page. The arithmetic behind them is not — a test scores its weight times its band divided by four, so a row can earn 1.5 points and print as 2. Scores are computed from the exact figures and rounded once, at the end, never from the rounded rows. That means adding the points column up will not give you the score exactly. The rule is published in the standard.