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

[https://www.collin.edu/](https://www.collin.edu/) · ranked 63 in its cohort · 32 pages read · 51 tests · 20 September 2026

Scan

# Collin County Community College District

Score

38/100

11 of 51 tests pass · 62 points still on the table

You · 38

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.

Not ready

Most of what a machine needs to find, read and trust this site is missing rather than wrong.

Do these three first

## The fastest 10 points on this scan

1

+4

AIR-3.3 · large effort

Vertical-specific schema types

0 of 4 expected higher-ed types are present: none. Missing: Course, EducationalOccupationalProgram, CollegeOrUniversity, EducationEvent.

**Do this:** Model the site's higher-ed 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-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 14 left     1](https://readinessindex.io/tests#d-3)

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

[Crawl, Index and Licensing Hygiene 9 left     3](https://readinessindex.io/tests#d-4)

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

[Rendering and Extraction 7 left     8](https://readinessindex.io/tests#d-2)

[Agent Interfaces 4 left     4](https://readinessindex.io/tests#d-6)

32 pages crawled

- [www.collin.edu](https://www.collin.edu/)
- [www.collin.edu/.htaccess](https://www.collin.edu/.htaccess)
- [www.collin.edu/40.html](https://www.collin.edu/40.html)
- [www.collin.edu/_nav.ounav](https://www.collin.edu/_nav.ounav)
- [www.collin.edu/_props.html](https://www.collin.edu/_props.html)
- [www.collin.edu/_resources/data/calendar-ics.ics](https://www.collin.edu/_resources/data/calendar-ics.ics)
- [www.collin.edu/_resources/dmc/php/calendar_rss.php](https://www.collin.edu/_resources/dmc/php/calendar_rss.php)
- [www.collin.edu/aboutus/College_Facts.html](https://www.collin.edu/aboutus/College_Facts.html)
- [www.collin.edu/aboutus/contact_us.html](https://www.collin.edu/aboutus/contact_us.html)
- [www.collin.edu/aboutus/eoe.html](https://www.collin.edu/aboutus/eoe.html)
- [www.collin.edu/aboutus/index.html](https://www.collin.edu/aboutus/index.html)
- [www.collin.edu/aboutus/_nav.ounav](https://www.collin.edu/aboutus/_nav.ounav)
- [www.collin.edu/aboutus/_props.html](https://www.collin.edu/aboutus/_props.html)
- [www.collin.edu/aboutus/publicInfoRequest.html](https://www.collin.edu/aboutus/publicInfoRequest.html)
- [www.collin.edu/aboutus/conference/academic_workforceconfcenterforms.html](https://www.collin.edu/aboutus/conference/academic_workforceconfcenterforms.html)
- [www.collin.edu/aboutus/conference/adastra_resources.html](https://www.collin.edu/aboutus/conference/adastra_resources.html)
- [www.collin.edu/aboutus/conference/adastra_tutorials.html](https://www.collin.edu/aboutus/conference/adastra_tutorials.html)
- [www.collin.edu/academics/aems_pathway.html](https://www.collin.edu/academics/aems_pathway.html)
- [www.collin.edu/academics/bhgt_pathway.html](https://www.collin.edu/academics/bhgt_pathway.html)
- [www.collin.edu/academics/cadmc_pathway.html](https://www.collin.edu/academics/cadmc_pathway.html)
- [www.collin.edu/academics/catalog.html](https://www.collin.edu/academics/catalog.html)
- [www.collin.edu/academics/class_schedule.html](https://www.collin.edu/academics/class_schedule.html)
- [www.collin.edu/academics/cmat_pathway.html](https://www.collin.edu/academics/cmat_pathway.html)
- [www.collin.edu/academics/education_pathway.html](https://www.collin.edu/academics/education_pathway.html)
- [www.collin.edu/academics/final_exam_schedule.html](https://www.collin.edu/academics/final_exam_schedule.html)
- [www.collin.edu/academics/health_sciences_pathway.html](https://www.collin.edu/academics/health_sciences_pathway.html)
- [www.collin.edu/academics/index.html](https://www.collin.edu/academics/index.html)
- [www.collin.edu/admissions/academic-fresh-start.html](https://www.collin.edu/admissions/academic-fresh-start.html)
- [www.collin.edu/admissions/amazon.html](https://www.collin.edu/admissions/amazon.html)
- [www.collin.edu/admissions/connectwithus.html](https://www.collin.edu/admissions/connectwithus.html)
- [www.collin.edu/admissions/CougarQ.html](https://www.collin.edu/admissions/CougarQ.html)
- [www.collin.edu/admissions/forms.html](https://www.collin.edu/admissions/forms.html)

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

No interactive challenges on 32 sampled read-only pages.

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 49-character comment, too thin to read as a policy statement.

NEEDS WORK

+0

What's half-done

robots.txt carries a 49-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?

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

78% of sampled pages emit a valid, self-consistent canonical. 7 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?

62% of sampled pages carry one main element, a wrapping article or section, and a nav. 5 exceed 12 divs per semantic element.

NEEDS WORK

+1

What's half-done

62% of sampled pages carry one main element, a wrapping article or section, and a nav. 5 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

88% of sampled pages have exactly one non-empty h1 and no skipped heading levels. 4 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?

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.

[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?

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.

[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?

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.

[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

5 pt

Why we test this

Raw HTML contains 91% of rendered text on average across 31 URLs. The worst template is /_resources/dmc/php/*: 0% across 1 pages. 1 URLs were excluded from the mean.

AIR-2.2

Progressive disclosure content ships in the initial HTML

0 of 25 pages ship every disclosure panel populated in the raw HTML. 1 pages load more content on scroll with no paginated fallback.

PROBLEM

+2

What's wrong

0 of 25 pages ship every disclosure panel populated in the raw HTML. 1 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

PASS

2 pt

Why we test this

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

AIR-2.4

Stable, human-readable anchor IDs on section headings

0 of 207 subheadings carry a slug-like id (0%); 0 have generated or unstable ids.

PROBLEM

+2

What's wrong

0 of 207 subheadings carry a slug-like id (0%); 0 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

65 of 81 images carry appropriate alt text: 0 have no alt attribute, 1 use the filename.

AIR-2.6

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

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

NEEDS WORK

+0

What's half-done

1 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

Schema values track visible content across 0 templates.

NEEDS WORK

+1

What's half-done

Schema values track visible content across 0 templates.

[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

0 of 4 expected higher-ed types are present: none. Missing: Course, EducationalOccupationalProgram, CollegeOrUniversity, EducationEvent.

PROBLEM

+4

What's wrong

0 of 4 expected higher-ed types are present: none. Missing: Course, EducationalOccupationalProgram, CollegeOrUniversity, EducationEvent.

[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

No question-and-answer content in the sample.

NOT SCORED

—

What we're measuring

No question-and-answer content in the sample.

[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 25 substantive pages declare isAccessibleForFree; 0 reference subject entities by identifier.

PROBLEM

+1

What's wrong

0 of 25 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

1 of 26 sampled pages carry a structured data block that does not parse.

PROBLEM

+2

What's wrong

1 of 26 sampled pages carry a structured data block that does not parse.

[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 25 non-HTML resources carry an X-Robots-Tag.

PROBLEM

+1

What's wrong

0 of 25 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

2 of 9 deliberately invalid URLs returned HTTP 200; 2 sampled pages are thin enough to be not-found templates.

PROBLEM

+1

What's wrong

2 of 9 deliberately invalid URLs returned HTTP 200; 2 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

27 of 32 sampled URLs redirect, 2 through three or more hops.

NEEDS WORK

+0

What's half-done

27 of 32 sampled URLs redirect, 2 through three or more hops.

[See AIR-4.6 in the full index →](https://readinessindex.io/tests#c-AIR-4.6)

AIR-4.7

Faceted, calendar, and parameterized URLs are controlled

PASS

2 pt

Why we test this

No parameterized URLs appeared in the crawlable sample.

AIR-4.8

Sitemap lastmod reflects real content changes

0 of 2575 sitemap URLs carry a lastmod across 0 distinct dates.

PROBLEM

+2

What's wrong

0 of 2575 sitemap URLs carry a lastmod across 0 distinct dates.

[See AIR-4.8 in the full index →](https://readinessindex.io/tests#c-AIR-4.8)

AIR-4.9

Sitemap index split by type, with media sitemaps

A single flat sitemap covering 2575 URLs, with no image or video sitemap.

NEEDS WORK

+0

What's half-done

A single flat sitemap covering 2575 URLs, with no image or video sitemap.

[See AIR-4.9 in the full index →](https://readinessindex.io/tests#c-AIR-4.9)

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

0 of 22 substantive pages reference an author by @id; 0 carry a bare string; 22 are unsigned.

PROBLEM

+2

What's wrong

0 of 22 substantive pages reference an author by @id; 0 carry a bare string; 22 are unsigned.

[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

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

25 of 25 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 25 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 3 procedural pages carry HowTo with ordered HowToStep.

NOT SCORED

—

What's wrong

0 of 3 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 0 Organization nodes reference publishingPrinciples.

NOT SCORED

—

What's wrong

0 of 0 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

No NLWeb endpoint was discoverable.

NOT SCORED

—

What's wrong

No NLWeb endpoint was discoverable.

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

LI-6

Domain MCP server over real content APIs

No domain MCP server or tool descriptor was discoverable.

NOT SCORED

—

What's wrong

No domain MCP server or tool descriptor was discoverable.

[See LI-6 in the full index →](https://readinessindex.io/tests#c-LI-6)

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

Neither Search Console nor Bing Webmaster Tools verification was found.

NOT SCORED

—

What's wrong

Neither Search Console nor Bing Webmaster Tools verification was found.

[See BP-9 in the full index →](https://readinessindex.io/tests#c-BP-9)

Not applicable — 22 tests answered with a dash, excluded from the score: AIR-3.4, AIR-3.6, AIR-4.1, AIR-4.2, AIR-4.3, AIR-4.10, AIR-5.3, AIR-5.5, AIR-5.6, AIR-6.1, AIR-6.2, 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 Collin County Community College District's 38 came from. Open a line to see its tests, worst first.

Dimension

Share earned

Earned

Score

1 · Primary Indicators

14

47

Scored zero — 5 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-1.10

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?

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.

[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?

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.

[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?

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.

[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 49-character comment, too thin to read as a policy statement.

NEEDS WORK

What's half-done

robots.txt carries a 49-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-1.8

Is your page structured so a machine can follow it?

62% of sampled pages carry one main element, a wrapping article or section, and a nav. 5 exceed 12 divs per semantic element.

NEEDS WORK

What's half-done

62% of sampled pages carry one main element, a wrapping article or section, and a nav. 5 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)

Full marks — 5 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

No interactive challenges on 32 sampled read-only pages.

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

78% of sampled pages emit a valid, self-consistent canonical. 7 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

88% of sampled pages have exactly one non-empty h1 and no skipped heading levels. 4 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

8

53

Scored zero — 2 problems

AIR-2.2

Progressive disclosure content ships in the initial HTML

0 of 25 pages ship every disclosure panel populated in the raw HTML. 1 pages load more content on scroll with no paginated fallback.

PROBLEM

What's wrong

0 of 25 pages ship every disclosure panel populated in the raw HTML. 1 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

0 of 207 subheadings carry a slug-like id (0%); 0 have generated or unstable ids.

PROBLEM

What's wrong

0 of 207 subheadings carry a slug-like id (0%); 0 have generated or unstable ids.

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

Partly scored — 1 needs work

AIR-2.6

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

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

NEEDS WORK

What's half-done

1 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)

Full marks — 3 pass

AIR-2.1

Primary content is present without JavaScript

PASS

Why we test this

Raw HTML contains 91% of rendered text on average across 31 URLs. The worst template is /_resources/dmc/php/*: 0% across 1 pages. 1 URLs were excluded from the mean.

AIR-2.3

Real data tables with header cells

PASS

Why we test this

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

AIR-2.5

Alt text on content images, empty alt on decorative

PASS

Why we test this

65 of 81 images carry appropriate alt text: 0 have no alt attribute, 1 use the filename.

3 · Structured Data and the Entity Graph

1

7

Scored zero — 5 problems

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

0 of 4 expected higher-ed types are present: none. Missing: Course, EducationalOccupationalProgram, CollegeOrUniversity, EducationEvent.

PROBLEM

What's wrong

0 of 4 expected higher-ed types are present: none. Missing: Course, EducationalOccupationalProgram, CollegeOrUniversity, EducationEvent.

[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 25 substantive pages declare isAccessibleForFree; 0 reference subject entities by identifier.

PROBLEM

What's wrong

0 of 25 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)

AIR-3.8

Schema validation of the structured data on the page

1 of 26 sampled pages carry a structured data block that does not parse.

PROBLEM

What's wrong

1 of 26 sampled pages carry a structured data block that does not parse.

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

Partly scored — 1 needs work

AIR-3.1

JSON-LD is generated from mapped fields, not hardcoded

Schema values track visible content across 0 templates.

NEEDS WORK

What's half-done

Schema values track visible content across 0 templates.

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

4 · Crawl, Index and Licensing Hygiene

3

25

Scored zero — 3 problems

AIR-4.4

Correct X-Robots-Tag on non-HTML resources

0 of 25 non-HTML resources carry an X-Robots-Tag.

PROBLEM

What's wrong

0 of 25 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

2 of 9 deliberately invalid URLs returned HTTP 200; 2 sampled pages are thin enough to be not-found templates.

PROBLEM

What's wrong

2 of 9 deliberately invalid URLs returned HTTP 200; 2 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-4.8

Sitemap lastmod reflects real content changes

0 of 2575 sitemap URLs carry a lastmod across 0 distinct dates.

PROBLEM

What's wrong

0 of 2575 sitemap URLs carry a lastmod across 0 distinct dates.

[See AIR-4.8 in the full index →](https://readinessindex.io/tests#c-AIR-4.8)

Partly scored — 2 need work

AIR-4.6

Redirects resolve in a single hop

27 of 32 sampled URLs redirect, 2 through three or more hops.

NEEDS WORK

What's half-done

27 of 32 sampled URLs redirect, 2 through three or more hops.

[See AIR-4.6 in the full index →](https://readinessindex.io/tests#c-AIR-4.6)

AIR-4.9

Sitemap index split by type, with media sitemaps

A single flat sitemap covering 2575 URLs, with no image or video sitemap.

NEEDS WORK

What's half-done

A single flat sitemap covering 2575 URLs, with no image or video sitemap.

[See AIR-4.9 in the full index →](https://readinessindex.io/tests#c-AIR-4.9)

Full marks — 1 pass

AIR-4.7

Faceted, calendar, and parameterized URLs are controlled

PASS

Why we test this

No parameterized URLs appeared in the crawlable sample.

5 · Authorship, Provenance, Freshness

0

0

Scored zero — 3 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-5.2

Bylines linked to author entities

0 of 22 substantive pages reference an author by @id; 0 carry a bare string; 22 are unsigned.

PROBLEM

What's wrong

0 of 22 substantive pages reference an author by @id; 0 carry a bare string; 22 are unsigned.

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

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

4

50

Full marks — 2 pass

AIR-6.3

Form fields carry label, name, and autocomplete

PASS

Why we test this

25 of 25 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 25 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.

403

https://www.collin.edu/.htaccess

Answered 403.

31 other pages, all 200, by template

1×

/

https://www.collin.edu/

1×

/40.html

https://www.collin.edu/40.html

1×

/_nav.ounav

https://www.collin.edu/_nav.ounav

1×

/_props.html

https://www.collin.edu/_props.html

1×

/_resources/data/*

https://www.collin.edu/_resources/data/calendar-ics.ics

1×

/_resources/dmc/php/*

https://www.collin.edu/_resources/dmc/php/calendar_rss.php

7×

/aboutus/*

https://www.collin.edu/aboutus/College_Facts.html

3×

/aboutus/conference/*

https://www.collin.edu/aboutus/conference/academic_workforceconfcenterforms.html

10×

/academics/*

https://www.collin.edu/academics/aems_pathway.html

5×

/admissions/*

https://www.collin.edu/admissions/academic-fresh-start.html

The receipt

**Cohort**

universities

**Source**

IPEDS HD2023 (institutional characteristics) and DRVEF2023 (enrollment) (National Center for Education Statistics (NCES), 2023-fall)

**Index**

11.0, in effect 2026-09-24

**Scanner**

0.1.0

**Scanned**

2026-09-20T06:08:59.622793+00:00

**Result hash**

4f7d88d73c68ef4c2c15aa0eaa73b95110d4d2d329d1d178ae19f8f9cf22b1be

**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).
