[The Census](https://readinessindex.io/census) · [2026-Q4](https://readinessindex.io/census/2026-Q4) · [nonprofits](https://readinessindex.io/census/2026-Q4/nonprofits)

[https://www.lvhn.org/](https://www.lvhn.org/) · ranked 71 in its cohort · 32 pages read · 51 tests · 19 September 2026

Scan

# Lehigh Valley Hospital

Score

47/100

14 of 51 tests pass · 53 points still on the table

You · 47

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 8 points on this scan

1

+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.

2

+3

AIR-3.3 · large effort

Vertical-specific schema types

1 of 4 expected healthcare types are present: MedicalOrganization. Missing: Physician, MedicalCondition, MedicalWebPage.

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

3

+2

AIR-1.2 · medium effort

CDN and WAF do not silently reject AI crawlers

1 of 8 AI user-agents are rejected or challenged at the edge.

**Do this:** Stop rejecting AI crawlers at the CDN or WAF.

Nine dimensions, most to least left on the table

[Primary Indicators 16 left     14](https://readinessindex.io/tests#d-1)

[Structured Data and the Entity Graph 12 left     3](https://readinessindex.io/tests#d-3)

[Authorship, Provenance, Freshness 12 left     0](https://readinessindex.io/tests#d-5)

[Alternate Representations 8 left     0](https://readinessindex.io/tests#d-7)

[Rendering and Extraction 6 left     9](https://readinessindex.io/tests#d-2)

[Crawl, Index and Licensing Hygiene 6 left     6](https://readinessindex.io/tests#d-4)

[Agent Interfaces 0 left     8](https://readinessindex.io/tests#d-6)

32 pages crawled

- [www.lvhn.org](https://www.lvhn.org/)
- [www.lvhn.org/accessibility](https://www.lvhn.org/accessibility)
- [www.lvhn.org/find-a-doctor](https://www.lvhn.org/find-a-doctor)
- [www.lvhn.org/find-a-location](https://www.lvhn.org/find-a-location)
- [www.lvhn.org/find-a-service](https://www.lvhn.org/find-a-service)
- [www.lvhn.org/mylvhn](https://www.lvhn.org/mylvhn)
- [www.lvhn.org/financial-services/pay-your-bill-online](https://www.lvhn.org/financial-services/pay-your-bill-online)
- [www.lvhn.org/careers/work-here](https://www.lvhn.org/careers/work-here)
- [www.lvhn.org/careers/nursing-careers](https://www.lvhn.org/careers/nursing-careers)
- [www.lvhn.org/careers/physician-and-apc-careers](https://www.lvhn.org/careers/physician-and-apc-careers)
- [www.lvhn.org/education/residency-and-fellowship-opportunities](https://www.lvhn.org/education/residency-and-fellowship-opportunities)
- [my.lvhn.org/MyChart/Scheduling?linksource=lvhn-org](https://my.lvhn.org/MyChart/Scheduling?linksource=lvhn-org)
- [my.lvhn.org/mychart/openscheduling?linksource=lvhn-org](https://my.lvhn.org/mychart/openscheduling?linksource=lvhn-org)
- [www.lvhn.org/medical-services/same-daynext-day-video-visit-primary-care-clinician](https://www.lvhn.org/medical-services/same-daynext-day-video-visit-primary-care-clinician)
- [www.lvhn.org/patients-and-visitors](https://www.lvhn.org/patients-and-visitors)
- [www.lvhn.org/patients-and-visitors/medical-records](https://www.lvhn.org/patients-and-visitors/medical-records)
- [www.lvhn.org/financial-services/accepted-insurances](https://www.lvhn.org/financial-services/accepted-insurances)
- [www.lvhn.org/financial-services](https://www.lvhn.org/financial-services)
- [www.lvhn.org/institutes](https://www.lvhn.org/institutes)
- [www.lvhn.org/healthy-you](https://www.lvhn.org/healthy-you)
- [www.lvhn.org/events](https://www.lvhn.org/events)
- [www.lvhn.org/research/clinical-trials](https://www.lvhn.org/research/clinical-trials)
- [www.lvhn.org/about-us](https://www.lvhn.org/about-us)
- [www.lvhn.org/referring-physicians/referring-and-transferring-patients-lvhn](https://www.lvhn.org/referring-physicians/referring-and-transferring-patients-lvhn)
- [www.lvhn.org/research](https://www.lvhn.org/research)
- [www.lvhn.org/education](https://www.lvhn.org/education)
- [www.lvhn.org/careers](https://www.lvhn.org/careers)
- [www.lvhn.org/search?keys=Children%27s%20Hospital&op=Search](https://www.lvhn.org/search?keys=Children%27s%20Hospital&op=Search)
- [www.lvhn.org/symptom-checker](https://www.lvhn.org/symptom-checker)
- [www.lvhn.org/search?keys=Pay%20a%20Bill&op=Search](https://www.lvhn.org/search?keys=Pay%20a%20Bill&op=Search)
- [www.lvhn.org/for_referring_physicians](https://www.lvhn.org/for_referring_physicians)
- [www.lvhn.org/for_health_professionals](https://www.lvhn.org/for_health_professionals)

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?

1 of 8 AI user-agents are rejected or challenged at the edge.

NEEDS WORK

+2

What's half-done

1 of 8 AI user-agents are rejected or challenged at the edge.

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.

[See AIR-1.2 in the full index →](https://readinessindex.io/tests#c-AIR-1.2)

AIR-1.3

Is your page readable without a security challenge?

PASS

1 pt

Why we test this

2 of 32 sampled pages return an interactive challenge (Google reCAPTCHA, meta refresh interstitial).

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.

[See AIR-1.4 in the full index →](https://readinessindex.io/tests#c-AIR-1.4)

AIR-1.5

Can a person read your AI policy?

robots.txt carries a 502-character comment, too thin to read as a policy statement.

NEEDS WORK

+0

What's half-done

robots.txt carries a 502-character comment, too thin to read as a 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.

[See AIR-1.5 in the full index →](https://readinessindex.io/tests#c-AIR-1.5)

AIR-1.6

Are you allowing assistants to quote you?

1 of 32 sampled pages suppress excerpting with noarchive, nosnippet or max-snippet:0.

NEEDS WORK

+0

What's half-done

1 of 32 sampled pages suppress excerpting with noarchive, nosnippet or max-snippet:0.

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.

[See AIR-1.6 in the full index →](https://readinessindex.io/tests#c-AIR-1.6)

AIR-1.7

Does this page declare its real address?

PASS

2 pt

Why we test this

88% of sampled pages emit a valid, self-consistent canonical. 4 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. 2 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. 2 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.

[See AIR-1.8 in the full index →](https://readinessindex.io/tests#c-AIR-1.8)

AIR-1.9

Do your headings tell a clear story?

PASS

2 pt

Why we test this

91% of sampled pages have exactly one non-empty h1 and no skipped heading levels. 3 have no h1

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 404.

PROBLEM

+2

What's wrong

/llms.txt returns HTTP 404.

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.

[See AIR-1.10 in the full index →](https://readinessindex.io/tests#c-AIR-1.10)

AIR-1.11

Can a machine tell what your organization is?

1 of 68 entity nodes carry an @id (1%). The WebPage to WebSite to Organization chain is broken at WebPage->WebSite, WebSite->Organization.

PROBLEM

+1

What's wrong

1 of 68 entity nodes carry an @id (1%). The WebPage to WebSite to Organization chain is broken at WebPage->WebSite, WebSite->Organization.

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

[See AIR-1.11 in the full index →](https://readinessindex.io/tests#c-AIR-1.11)

AIR-1.12

Can a machine be certain it is you?

3 sameAs links: 0 tier-1 authority identifiers, 0 tier-2, 3 social.

PROBLEM

+1

What's wrong

3 sameAs links: 0 tier-1 authority identifiers, 0 tier-2, 3 social.

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.

[See AIR-1.12 in the full index →](https://readinessindex.io/tests#c-AIR-1.12)

AIR-1.13

Can a machine find out who you are?

1 of 7 organizational facts are present in the Organization markup: contactPoint.

PROBLEM

+1

What's wrong

1 of 7 organizational facts are present in the Organization markup: contactPoint.

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

[See AIR-1.13 in the full index →](https://readinessindex.io/tests#c-AIR-1.13)

AIR-2.1

Primary content is present without JavaScript

PASS

6 pt

Why we test this

Raw HTML contains 100% of rendered text on average across 32 URLs. The worst template is /: 100% across 1 pages.

AIR-2.2

Progressive disclosure content ships in the initial HTML

7 of 10 pages ship every disclosure panel populated in the raw HTML. 23 pages load more content on scroll with no paginated fallback.

NEEDS WORK

+1

What's half-done

7 of 10 pages ship every disclosure panel populated in the raw HTML. 23 pages load more content on scroll with no paginated fallback.

[See AIR-2.2 in the full index →](https://readinessindex.io/tests#c-AIR-2.2)

AIR-2.3

Real data tables with header cells

1 tables: 0 complete, 0 without scope on header cells, 0 with no header cells, 1 used for layout.

PROBLEM

+2

What's wrong

1 tables: 0 complete, 0 without scope on header cells, 0 with no header cells, 1 used for layout.

[See AIR-2.3 in the full index →](https://readinessindex.io/tests#c-AIR-2.3)

AIR-2.4

Stable, human-readable anchor IDs on section headings

2 of 1186 subheadings carry a slug-like id (0%); 382 have generated or unstable ids.

NEEDS WORK

+1

What's half-done

2 of 1186 subheadings carry a slug-like id (0%); 382 have generated or unstable ids.

[See AIR-2.4 in the full index →](https://readinessindex.io/tests#c-AIR-2.4)

AIR-2.5

Alt text on content images, empty alt on decorative

PASS

1 pt

Why we test this

476 of 510 images carry appropriate alt text: 9 have no alt attribute, 14 use the filename.

AIR-2.6

Key facts exist as HTML text, not only in images or PDFs

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

PROBLEM

+1

What's wrong

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

[See AIR-2.6 in the full index →](https://readinessindex.io/tests#c-AIR-2.6)

AIR-3.1

JSON-LD is generated from mapped fields, not hardcoded

1 of 1 templates repeat identical schema literals across pages whose visible content differs.

PROBLEM

+2

What's wrong

1 of 1 templates repeat identical schema literals across pages whose visible content differs.

[See AIR-3.1 in the full index →](https://readinessindex.io/tests#c-AIR-3.1)

AIR-3.2

BreadcrumbList on every page below the homepage

0% 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.

[See AIR-3.2 in the full index →](https://readinessindex.io/tests#c-AIR-3.2)

AIR-3.3

Vertical-specific schema types

1 of 4 expected healthcare types are present: MedicalOrganization. Missing: Physician, MedicalCondition, MedicalWebPage.

PROBLEM

+3

What's wrong

1 of 4 expected healthcare types are present: MedicalOrganization. Missing: Physician, MedicalCondition, MedicalWebPage.

[See AIR-3.3 in the full index →](https://readinessindex.io/tests#c-AIR-3.3)

AIR-3.4

FAQPage and QAPage on genuine question-and-answer content

5 pages carry FAQ or QA markup; 16 pages show visible question-and-answer content.

NEEDS WORK

+1

What's half-done

5 pages carry FAQ or QA markup; 16 pages show visible question-and-answer content.

[See AIR-3.4 in the full index →](https://readinessindex.io/tests#c-AIR-3.4)

AIR-3.5

isAccessibleForFree, about, and mentions with entity references

0 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.

[See AIR-3.5 in the full index →](https://readinessindex.io/tests#c-AIR-3.5)

AIR-3.6

Product, Offer, and Service with real prices

NOT SCORED

—

AIR-3.7

SearchAction on the WebSite node

No SearchAction is declared on the WebSite node.

PROBLEM

+1

What's wrong

No SearchAction is declared on the WebSite node.

[See AIR-3.7 in the full index →](https://readinessindex.io/tests#c-AIR-3.7)

AIR-3.8

Schema validation of the structured data on the page

Everything parses, but nodes on 30 of 32 pages are missing properties their declared type needs.

NEEDS WORK

+1

What's half-done

Everything parses, but nodes on 30 of 32 pages are missing properties their declared type needs.

[See AIR-3.8 in the full index →](https://readinessindex.io/tests#c-AIR-3.8)

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

0 of 4 non-HTML resources carry an X-Robots-Tag.

PROBLEM

+1

What's wrong

0 of 4 non-HTML resources carry an X-Robots-Tag.

[See AIR-4.4 in the full index →](https://readinessindex.io/tests#c-AIR-4.4)

AIR-4.5

Missing pages return 404 or 410

9 of 10 deliberately invalid URLs returned HTTP 200; 32 sampled pages are thin enough to be not-found templates.

PROBLEM

+1

What's wrong

9 of 10 deliberately invalid URLs returned HTTP 200; 32 sampled pages are thin enough to be not-found templates.

[See AIR-4.5 in the full index →](https://readinessindex.io/tests#c-AIR-4.5)

AIR-4.6

Redirects resolve in a single hop

PASS

1 pt

Why we test this

2 of 32 sampled URLs redirect.

AIR-4.7

Faceted, calendar, and parameterized URLs are controlled

PASS

2 pt

Why we test this

4 of 4 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

13113 of 13113 sitemap URLs carry a lastmod across 1327 distinct dates; 4% share 2019-09-18.

AIR-4.9

Sitemap index split by type, with media sitemaps

PASS

1 pt

Why we test this

An index with 7 child sitemaps covering 13113 URLs, with no image or video sitemap.

AIR-4.10

Paginated series are coherently signaled

NOT SCORED

—

AIR-5.1

Author entity pages with credentials

No Person entities appear anywhere in the sample.

PROBLEM

+2

What's wrong

No Person entities appear anywhere in the sample.

[See AIR-5.1 in the full index →](https://readinessindex.io/tests#c-AIR-5.1)

AIR-5.2

Bylines linked to author entities

No substantive pages in the sample to check for a byline.

NOT SCORED

—

What we're measuring

No substantive pages in the sample to check for a byline.

[See AIR-5.2 in the full index →](https://readinessindex.io/tests#c-AIR-5.2)

AIR-5.3

reviewedBy on YMYL content

NOT SCORED

—

AIR-5.4

datePublished and dateModified are accurate

0 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.

[See AIR-5.4 in the full index →](https://readinessindex.io/tests#c-AIR-5.4)

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

PASS

2 pt

Why we test this

An OpenAPI document is published at a conventional path.

AIR-6.2

/.well-known/ discovery entries for agent capabilities

PASS

2 pt

Why we test this

4 of 4 agent-capability descriptors are discoverable at /.well-known/: mcp, nlweb, openapi, http-message-signatures-directory.

AIR-6.3

Form fields carry label, name, and autocomplete

PASS

2 pt

Why we test this

60 of 62 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

0 of 30 search or filter surfaces return a challenge.

AIR-7.1

Markdown companion for every canonical page

0 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.

[See AIR-7.1 in the full index →](https://readinessindex.io/tests#c-AIR-7.1)

AIR-7.2

link rel=alternate advertises the Markdown version

NOT SCORED

—

AIR-7.3

Accept: text/markdown content negotiation

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

PROBLEM

+2

What's wrong

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

[See AIR-7.3 in the full index →](https://readinessindex.io/tests#c-AIR-7.3)

AIR-7.4

Alternate representations are edge-cached

NOT SCORED

—

LI-1

HowTo on procedural content

0 of 4 procedural pages carry HowTo with ordered HowToStep.

NOT SCORED

—

What's wrong

0 of 4 procedural pages carry HowTo with ordered HowToStep.

[See LI-1 in the full index →](https://readinessindex.io/tests#c-LI-1)

LI-2

speakable on summaries and ledes

No speakable specification found on any sampled page.

NOT SCORED

—

What's wrong

No speakable specification found on any sampled page.

[See LI-2 in the full index →](https://readinessindex.io/tests#c-LI-2)

LI-3

IndexNow fires on publish and update

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.

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.

[See LI-3 in the full index →](https://readinessindex.io/tests#c-LI-3)

LI-4

Editorial policy page referenced via publishingPrinciples

0 of 30 Organization nodes reference publishingPrinciples.

NOT SCORED

—

What's wrong

0 of 30 Organization nodes reference publishingPrinciples.

[See LI-4 in the full index →](https://readinessindex.io/tests#c-LI-4)

LI-5

NLWeb endpoint exposed as an MCP server with an ask method

An NLWeb descriptor is published at /.well-known/nlweb.json; whether it answers questions correctly needs a conversation with it.

NOT SCORED

—

What's half-done

An NLWeb descriptor is published at /.well-known/nlweb.json; whether it answers questions correctly needs a conversation with it.

[See LI-5 in the full index →](https://readinessindex.io/tests#c-LI-5)

LI-6

Domain MCP server over real content APIs

NOT SCORED

—

Why we test this

3 agent descriptors were discoverable at /.well-known/.

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 referrers

Whether 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.

[See BP-3 in the full index →](https://readinessindex.io/tests#c-BP-3)

BP-4

Server-side tagging captures stripped referrers

Reconciliation 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.

[See BP-4 in the full index →](https://readinessindex.io/tests#c-BP-4)

BP-5

Access log retention with a queryable store

Log 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.

[See BP-5 in the full index →](https://readinessindex.io/tests#c-BP-5)

BP-6

Scheduled AI crawler activity report

NOT SCORED

—

BP-7

Fixed prompt panel run monthly across models

Answer-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.

[See BP-7 in the full index →](https://readinessindex.io/tests#c-BP-7)

BP-8

Extraction-fidelity baseline captured

No 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.

[See BP-8 in the full index →](https://readinessindex.io/tests#c-BP-8)

BP-9

Search Console and Bing Webmaster Tools verified

NOT SCORED

—

Why we test this

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

Not applicable — 20 tests answered with a dash, excluded from the score: AIR-3.6, AIR-4.1, AIR-4.2, AIR-4.3, AIR-4.10, AIR-5.2, AIR-5.3, AIR-5.5, AIR-5.6, AIR-7.2, AIR-7.4, LI-7, BP-1, BP-2, BP-3, BP-4, BP-5, BP-6, BP-7, BP-8.

By dimension

Where Lehigh Valley Hospital's 47 came from. Open a line to see its tests, worst first.

Dimension

Share earned

Earned

Score

1 · Primary Indicators

14

47

Scored zero — 6 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.

[See AIR-1.4 in the full index →](https://readinessindex.io/tests#c-AIR-1.4)

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. 2 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. 2 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.

[See AIR-1.8 in the full index →](https://readinessindex.io/tests#c-AIR-1.8)

AIR-1.10

Do you publish a guide for AI assistants?

/llms.txt returns HTTP 404.

PROBLEM

What's wrong

/llms.txt returns HTTP 404.

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.

[See AIR-1.10 in the full index →](https://readinessindex.io/tests#c-AIR-1.10)

AIR-1.11

Can a machine tell what your organization is?

1 of 68 entity nodes carry an @id (1%). The WebPage to WebSite to Organization chain is broken at WebPage->WebSite, WebSite->Organization.

PROBLEM

What's wrong

1 of 68 entity nodes carry an @id (1%). The WebPage to WebSite to Organization chain is broken at WebPage->WebSite, WebSite->Organization.

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

[See AIR-1.11 in the full index →](https://readinessindex.io/tests#c-AIR-1.11)

AIR-1.12

Can a machine be certain it is you?

3 sameAs links: 0 tier-1 authority identifiers, 0 tier-2, 3 social.

PROBLEM

What's wrong

3 sameAs links: 0 tier-1 authority identifiers, 0 tier-2, 3 social.

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.

[See AIR-1.12 in the full index →](https://readinessindex.io/tests#c-AIR-1.12)

AIR-1.13

Can a machine find out who you are?

1 of 7 organizational facts are present in the Organization markup: contactPoint.

PROBLEM

What's wrong

1 of 7 organizational facts are present in the Organization markup: contactPoint.

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

[See AIR-1.13 in the full index →](https://readinessindex.io/tests#c-AIR-1.13)

Partly scored — 3 need work

AIR-1.2

Does your CDN let AI crawlers through?

1 of 8 AI user-agents are rejected or challenged at the edge.

NEEDS WORK

What's half-done

1 of 8 AI user-agents are rejected or challenged at the edge.

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.

[See AIR-1.2 in the full index →](https://readinessindex.io/tests#c-AIR-1.2)

AIR-1.5

Can a person read your AI policy?

robots.txt carries a 502-character comment, too thin to read as a policy statement.

NEEDS WORK

What's half-done

robots.txt carries a 502-character comment, too thin to read as a 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.

[See AIR-1.5 in the full index →](https://readinessindex.io/tests#c-AIR-1.5)

AIR-1.6

Are you allowing assistants to quote you?

1 of 32 sampled pages suppress excerpting with noarchive, nosnippet or max-snippet:0.

NEEDS WORK

What's half-done

1 of 32 sampled pages suppress excerpting with noarchive, nosnippet or max-snippet:0.

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.

[See AIR-1.6 in the full index →](https://readinessindex.io/tests#c-AIR-1.6)

Full marks — 4 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-1.3

Is your page readable without a security challenge?

PASS

Why we test this

2 of 32 sampled pages return an interactive challenge (Google reCAPTCHA, meta refresh interstitial).

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-1.7

Does this page declare its real address?

PASS

Why we test this

88% of sampled pages emit a valid, self-consistent canonical. 4 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

91% of sampled pages have exactly one non-empty h1 and no skipped heading levels. 3 have no h1

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 — 2 problems

AIR-2.3

Real data tables with header cells

1 tables: 0 complete, 0 without scope on header cells, 0 with no header cells, 1 used for layout.

PROBLEM

What's wrong

1 tables: 0 complete, 0 without scope on header cells, 0 with no header cells, 1 used for layout.

[See AIR-2.3 in the full index →](https://readinessindex.io/tests#c-AIR-2.3)

AIR-2.6

Key facts exist as HTML text, not only in images or PDFs

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

PROBLEM

What's wrong

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

[See AIR-2.6 in the full index →](https://readinessindex.io/tests#c-AIR-2.6)

Partly scored — 2 need work

AIR-2.2

Progressive disclosure content ships in the initial HTML

7 of 10 pages ship every disclosure panel populated in the raw HTML. 23 pages load more content on scroll with no paginated fallback.

NEEDS WORK

What's half-done

7 of 10 pages ship every disclosure panel populated in the raw HTML. 23 pages load more content on scroll with no paginated fallback.

[See AIR-2.2 in the full index →](https://readinessindex.io/tests#c-AIR-2.2)

AIR-2.4

Stable, human-readable anchor IDs on section headings

2 of 1186 subheadings carry a slug-like id (0%); 382 have generated or unstable ids.

NEEDS WORK

What's half-done

2 of 1186 subheadings carry a slug-like id (0%); 382 have generated or unstable ids.

[See AIR-2.4 in the full index →](https://readinessindex.io/tests#c-AIR-2.4)

Full marks — 2 pass

AIR-2.1

Primary content is present without JavaScript

PASS

Why we test this

Raw HTML contains 100% of rendered text on average across 32 URLs. The worst template is /: 100% across 1 pages.

AIR-2.5

Alt text on content images, empty alt on decorative

PASS

Why we test this

476 of 510 images carry appropriate alt text: 9 have no alt attribute, 14 use the filename.

3 · Structured Data and the Entity Graph

3

20

Scored zero — 5 problems

AIR-3.1

JSON-LD is generated from mapped fields, not hardcoded

1 of 1 templates repeat identical schema literals across pages whose visible content differs.

PROBLEM

What's wrong

1 of 1 templates repeat identical schema literals across pages whose visible content differs.

[See AIR-3.1 in the full index →](https://readinessindex.io/tests#c-AIR-3.1)

AIR-3.2

BreadcrumbList on every page below the homepage

0% 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.

[See AIR-3.2 in the full index →](https://readinessindex.io/tests#c-AIR-3.2)

AIR-3.3

Vertical-specific schema types

1 of 4 expected healthcare types are present: MedicalOrganization. Missing: Physician, MedicalCondition, MedicalWebPage.

PROBLEM

What's wrong

1 of 4 expected healthcare types are present: MedicalOrganization. Missing: Physician, MedicalCondition, MedicalWebPage.

[See AIR-3.3 in the full index →](https://readinessindex.io/tests#c-AIR-3.3)

AIR-3.5

isAccessibleForFree, about, and mentions with entity references

0 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.

[See AIR-3.5 in the full index →](https://readinessindex.io/tests#c-AIR-3.5)

AIR-3.7

SearchAction on the WebSite node

No SearchAction is declared on the WebSite node.

PROBLEM

What's wrong

No SearchAction is declared on the WebSite node.

[See AIR-3.7 in the full index →](https://readinessindex.io/tests#c-AIR-3.7)

Partly scored — 2 need work

AIR-3.4

FAQPage and QAPage on genuine question-and-answer content

5 pages carry FAQ or QA markup; 16 pages show visible question-and-answer content.

NEEDS WORK

What's half-done

5 pages carry FAQ or QA markup; 16 pages show visible question-and-answer content.

[See AIR-3.4 in the full index →](https://readinessindex.io/tests#c-AIR-3.4)

AIR-3.8

Schema validation of the structured data on the page

Everything parses, but nodes on 30 of 32 pages are missing properties their declared type needs.

NEEDS WORK

What's half-done

Everything parses, but nodes on 30 of 32 pages are missing properties their declared type needs.

[See AIR-3.8 in the full index →](https://readinessindex.io/tests#c-AIR-3.8)

4 · Crawl, Index and Licensing Hygiene

6

50

Scored zero — 2 problems

AIR-4.4

Correct X-Robots-Tag on non-HTML resources

0 of 4 non-HTML resources carry an X-Robots-Tag.

PROBLEM

What's wrong

0 of 4 non-HTML resources carry an X-Robots-Tag.

[See AIR-4.4 in the full index →](https://readinessindex.io/tests#c-AIR-4.4)

AIR-4.5

Missing pages return 404 or 410

9 of 10 deliberately invalid URLs returned HTTP 200; 32 sampled pages are thin enough to be not-found templates.

PROBLEM

What's wrong

9 of 10 deliberately invalid URLs returned HTTP 200; 32 sampled pages are thin enough to be not-found templates.

[See AIR-4.5 in the full index →](https://readinessindex.io/tests#c-AIR-4.5)

Full marks — 4 pass

AIR-4.6

Redirects resolve in a single hop

PASS

Why we test this

2 of 32 sampled URLs redirect.

AIR-4.7

Faceted, calendar, and parameterized URLs are controlled

PASS

Why we test this

4 of 4 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

Why we test this

13113 of 13113 sitemap URLs carry a lastmod across 1327 distinct dates; 4% share 2019-09-18.

AIR-4.9

Sitemap index split by type, with media sitemaps

PASS

Why we test this

An index with 7 child sitemaps covering 13113 URLs, with no image or video sitemap.

5 · Authorship, Provenance, Freshness

0

0

Scored zero — 2 problems

AIR-5.1

Author entity pages with credentials

No Person entities appear anywhere in the sample.

PROBLEM

What's wrong

No Person entities appear anywhere in the sample.

[See AIR-5.1 in the full index →](https://readinessindex.io/tests#c-AIR-5.1)

AIR-5.4

datePublished and dateModified are accurate

0 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.

[See AIR-5.4 in the full index →](https://readinessindex.io/tests#c-AIR-5.4)

6 · Agent Interfaces

8

100

Full marks — 4 pass

AIR-6.1

OpenAPI specification for public APIs

PASS

Why we test this

An OpenAPI document is published at a conventional path.

AIR-6.2

/.well-known/ discovery entries for agent capabilities

PASS

Why we test this

4 of 4 agent-capability descriptors are discoverable at /.well-known/: mcp, nlweb, openapi, http-message-signatures-directory.

AIR-6.3

Form fields carry label, name, and autocomplete

PASS

Why we test this

60 of 62 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

0 of 30 search or filter surfaces return a challenge.

7 · Alternate Representations

0

0

Scored zero — 2 problems

AIR-7.1

Markdown companion for every canonical page

0 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.

[See AIR-7.1 in the full index →](https://readinessindex.io/tests#c-AIR-7.1)

AIR-7.3

Accept: text/markdown content negotiation

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

PROBLEM

What's wrong

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

[See AIR-7.3 in the full index →](https://readinessindex.io/tests#c-AIR-7.3)

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.

32 other pages, all 200, by template

1×

/

https://www.lvhn.org/

1×

/accessibility

https://www.lvhn.org/accessibility

1×

/find-a-doctor

https://www.lvhn.org/find-a-doctor

1×

/find-a-location

https://www.lvhn.org/find-a-location

1×

/find-a-service

https://www.lvhn.org/find-a-service

1×

/mylvhn

https://www.lvhn.org/mylvhn

2×

/financial-services/*

https://www.lvhn.org/financial-services/pay-your-bill-online

3×

/careers/*

https://www.lvhn.org/careers/work-here

1×

/education/*

https://www.lvhn.org/education/residency-and-fellowship-opportunities

1×

/MyChart/*

https://my.lvhn.org/MyChart/Scheduling?linksource=lvhn-org

1×

/mychart/*

https://my.lvhn.org/mychart/openscheduling?linksource=lvhn-org

1×

/medical-services/*

https://www.lvhn.org/medical-services/same-daynext-day-video-visit-primary-care-clinician

1×

/patients-and-visitors

https://www.lvhn.org/patients-and-visitors

1×

/patients-and-visitors/*

https://www.lvhn.org/patients-and-visitors/medical-records

1×

/financial-services

https://www.lvhn.org/financial-services

1×

/institutes

https://www.lvhn.org/institutes

1×

/healthy-you

https://www.lvhn.org/healthy-you

1×

/events

https://www.lvhn.org/events

1×

/research/*

https://www.lvhn.org/research/clinical-trials

1×

/about-us

https://www.lvhn.org/about-us

1×

/referring-physicians/*

https://www.lvhn.org/referring-physicians/referring-and-transferring-patients-lvhn

1×

/research

https://www.lvhn.org/research

1×

/education

https://www.lvhn.org/education

1×

/careers

https://www.lvhn.org/careers

2×

/search

https://www.lvhn.org/search?keys=Children%27s%20Hospital&op=Search

1×

/symptom-checker

https://www.lvhn.org/symptom-checker

1×

/for_referring_physicians

https://www.lvhn.org/for_referring_physicians

1×

/for_health_professionals

https://www.lvhn.org/for_health_professionals

The receipt

**Cohort**

nonprofits

**Source**

Exempt Organizations Business Master File Extract (Internal Revenue Service (IRS), 2026-09-07)

**Index**

11.0, in effect 2026-09-24

**Scanner**

0.1.0

**Scanned**

2026-09-20T00:52:45.310360+00:00

**Result hash**

12f27247520c76d05a1f3da26053ed75b794ce4039402a6493a9564661fe920d

**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](mailto:hello@readinessindex.io) 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](mailto:hello@readinessindex.io) and we will look, correct it if it is, and say so publicly either way.

**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](https://readinessindex.io/tests#rounding).