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An independent audit of cornell.edu, measured by Adnave on November 13, 2026. We read 12 pages of the site as a search engine first receives them and ran 53 checks. Organic health is 80 out of 100. The site lets the main AI assistants read it.
Growth Navigator · cornell.edu
15 opportunities to improve
12 pages read in full, 30 more links checked
Organic health
out of 100
Ads readiness
out of 100
Our suggested order: biggest obstacles first, quickest first among equals. The effect of each fix is not measured. 4 take minutes.
Step 1 · Organic
Everything here was observed on the site. Fixing it removes a known obstacle; no one can promise a specific ranking in return.
Observed · AdnaveBot's reading of 12 pages on 2026-11-13 · each finding is what we saw on those pages; “what to do”, the score and the order are our judgment
When someone shares the page, the preview will look bare or use the wrong image.
What to do: Add Open Graph tags: og:title, og:description and an og:image of 1200 × 630 pixels.
Paste inside the <head> of the page. Replace the image address with a picture of 1200 by 630 pixels.
<meta property="og:type" content="website"> <meta property="og:title" content="Cornell University"> <meta property="og:description" content="Cornell University is a private research university that provides an exceptional education for undergraduates and graduate and professional students. Cornell's colleges and schools encompass more than 100 fields of study, with locations in Ithaca, New York, New York City and Doha, Qatar."> <meta property="og:url" content="https://www.cornell.edu/"> <meta property="og:image" content="https://www.cornell.edu/your-preview-image.png"> <meta name="twitter:card" content="summary_large_image">
There is no structured data, so an assistant has to guess what the business is from loose text.
What to do: Add schema.org markup for the organisation, plus the type that fits the page: Product, Service, Article, FAQPage or SoftwareApplication.
Paste inside the <head> of the page. Fill in the name and logo address.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "cornell.edu",
"url": "https://www.cornell.edu",
"logo": "https://www.cornell.edu/your-logo.png"
}
</script>“Cornell University”. Titles outside roughly 30 to 60 characters are either vague or get cut off in results.
What to do: Rewrite it to 30 to 60 characters, leading with the main thing people search for.
How to fix this: How to write page titles and meta descriptionsThese addresses are linked from your own pages but return an error. Visitors hit a dead end and search engines waste their visit.
What to do: Fix the link, restore the page, or redirect the old address to the closest live page.
“Cornell University is a private research university that provides an exceptional education for undergraduates and graduate and professional …”
What to do: Aim for 70 to 160 characters so it is specific but not cut off.
How to fix this: How to write page titles and meta descriptionsWhen pages share a title, search engines cannot tell which one to show, and searchers cannot tell them apart.
What to do: Rewrite each title so it describes that page specifically.
Without a width and height, the page shifts as each image arrives. That is the layout shift Core Web Vitals penalise.
What to do: Add width and height attributes to every image tag.
How to fix this: Image SEO: alt text, file size and layout shiftA description copied across pages tells searchers nothing about the one in front of them, and search engines usually replace it.
What to do: Write a description for each page that says what that page offers.
These scripts must download and run before anything is shown.
What to do: Add defer or async to scripts in the page head, or move them to the end.
How to fix this: Core Web Vitals: how to make a slow website fastA single H1 tells search engines what each page is about.
What to do: Give each page exactly one H1 that states its topic.
Without it, copies of the page (with tracking codes, for example) can compete with each other in search.
What to do: Add a canonical link pointing at the page’s preferred address.
Paste inside the <head> of the page.
<link rel="canonical" href="https://www.cornell.edu/">
Structured data lets Google show extras such as ratings, prices, opening hours and FAQs in your result.
What to do: Add schema.org markup that fits the business (Organization, LocalBusiness, Product, FAQ).
Paste inside the <head> of the page. Fill in the name and logo address.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "cornell.edu",
"url": "https://www.cornell.edu",
"logo": "https://www.cornell.edu/your-logo.png"
}
</script>Links shared on X will show as plain text.
What to do: Add a twitter:card meta tag (summary_large_image works for most pages).
Paste inside the <head> of the page. Replace the image address with a picture of 1200 by 630 pixels.
<meta property="og:type" content="website"> <meta property="og:title" content="Cornell University"> <meta property="og:description" content="Cornell University is a private research university that provides an exceptional education for undergraduates and graduate and professional students. Cornell's colleges and schools encompass more than 100 fields of study, with locations in Ithaca, New York, New York City and Doha, Qatar."> <meta property="og:url" content="https://www.cornell.edu/"> <meta property="og:image" content="https://www.cornell.edu/your-preview-image.png"> <meta name="twitter:card" content="summary_large_image">
Assistants quote pages that state a question and answer it plainly. This page has no question-style headings.
What to do: Add a short section of real customer questions as headings, each answered in two or three sentences.
How to fix this: AI search readiness: how to be found by AI assistantsAn optional plain-text summary of the site for AI assistants. It is cheap to add, but there is no evidence yet that it changes how often a site is cited.
What to do: Optionally add /llms.txt with a short description of the site and links to its most important pages.
Optional. Save as llms.txt at the top level of the site. Edit the first lines to describe what you do.
# Cornell University > Cornell University is a private research university that provides an exceptional education for undergraduates and graduate and professional students. Cornell's colleges and schools encompass more than 100 fields of study, with locations in Ithaca, New York, New York City and Doha, Qatar. ## Pages - [Cornell University](https://www.cornell.edu/) - [About | Cornell University](https://www.cornell.edu/about) - [About | Cornell University](https://www.cornell.edu/about/timeline/) - [Cornell University | Cornell Maps](https://www.cornell.edu/about/maps/) - [University Mission | Cornell University](https://www.cornell.edu/about/mission.cfm) - [University Core Values | Cornell University](https://www.cornell.edu/about/values.cfm) - [Locations | Cornell University](https://www.cornell.edu/about/locations/) - [About Ithaca | Cornell University](https://www.cornell.edu/about/locations/ithaca/) - [Cornell in NYC | Cornell University](https://www.cornell.edu/about/locations/nyc/) - [Admissions | Cornell University](https://www.cornell.edu/admissions/) - [Academics | Cornell University](https://www.cornell.edu/academics/) - [Fields of Study | Cornell University](https://www.cornell.edu/academics/fields.cfm)
“Cornell University”
Subheadings help readers and search engines scan the page.
The page gives search engines real content to work with.
Alt text helps image search and screen-reader users.
No links on the page use wording like “click here”.
Without the doctype line, browsers fall back to an old rendering mode and layouts can break.
Without it, accented letters and symbols can show as garbled text, in the browser and in search results.
Search engines treat this kind of redirect as a weak signal and visitors see a flash of the old page. It also breaks the back button.
Headings are the page's outline. When levels are skipped (a heading 2 followed by a heading 4), screen readers and search engines get a broken outline.
A field with no label is announced to screen-reader users as just “edit text”, and placeholder text disappears as soon as someone types. Clear labels also raise form completion.
An icon-only link or button with no text is invisible to screen readers and tells search engines nothing about where it leads.
Visitors and search engines get a secure connection.
Nothing on the page blocks it from being indexed.
The page declares a mobile viewport.
Search engines and screen readers know which language to expect.
Search engines have instructions for crawling the site.
Search engines have a list of your pages.
Visitors who type http:// are moved to https automatically.
Both forms end at www.cornell.edu.
A made-up address correctly returns a 404, so search engines can drop dead pages.
Browsers are told to always use the secure connection and not to guess file types.
Images, scripts and styles all load over https.
That is quick.
A reasonable size for the page itself, before images.
The server shrinks the page before sending it.
Your icon appears in browser tabs and search results.
Nothing in robots.txt shuts out the crawlers behind ChatGPT, Claude, Perplexity or Gemini.
Checked 11 other pages.
Checked 11 other pages.
Checked 11 other pages.
Checked 11 other pages.
Checked 11 other pages.
Checked 11 other pages.
| Page | Response | Time | Words |
|---|---|---|---|
Cornell University https://www.cornell.edu/ | 200 | 0.13s | 669 |
About | Cornell University https://www.cornell.edu/about | 200 | 0.05s | 1,056 |
About | Cornell University https://www.cornell.edu/about/timeline/ | 200 | 0.67s | 9,241 |
Cornell University | Cornell Maps https://www.cornell.edu/about/maps/ | 200 | 0.41s | 646 |
University Mission | Cornell University https://www.cornell.edu/about/mission.cfm | 200 | 0.25s | 518 |
University Core Values | Cornell University https://www.cornell.edu/about/values.cfm | 200 | 0.25s | 632 |
Locations | Cornell University https://www.cornell.edu/about/locations/ | 200 | 0.29s | 555 |
About Ithaca | Cornell University https://www.cornell.edu/about/locations/ithaca/ | 200 | 0.05s | 823 |
Cornell in NYC | Cornell University https://www.cornell.edu/about/locations/nyc/ | 200 | 0.47s | 1,120 |
Admissions | Cornell University https://www.cornell.edu/admissions/ | 200 | 0.17s | 634 |
Academics | Cornell University https://www.cornell.edu/academics/ | 200 | 0.24s | 903 |
Fields of Study | Cornell University https://www.cornell.edu/academics/fields.cfm | 200 | 0.05s | 4,009 |
Step 2 · Ads
Ads only pay off when the site can measure what they bring in. We look for tracking tags in the page code; tags that load later, through a consent banner or tag manager, will not show up here.
Google Ads cannot learn which clicks turn into customers without it. A Tag Manager container is present, so it may be loaded from there, which this check cannot see.
What to do: Create a conversion action in Google Ads and add the tag, or import conversions from Analytics.
How to fix this: What to set up before you spend on adsFacebook and Instagram ads need the Pixel to track sales and build audiences. A Tag Manager container is present, so it may be loaded from there, which this check cannot see.
What to do: Create a Pixel in Meta Events Manager and add it to every page.
How to fix this: What to set up before you spend on adsTikTok ads need the Pixel to measure results and optimize delivery. A Tag Manager container is present, so it may be loaded from there, which this check cannot see.
What to do: Create a Pixel in TikTok Ads Manager and add it to every page.
How to fix this: What to set up before you spend on adsGoogle Analytics is on the page.
Audit run on . It reads up to 12 pages (60 with a free account) as a search engine first receives them and checks further internal links for errors. Scores are a weighted share of the checks passed.
Run the same audit on your own site, free. No sign-up needed.
This page reports only what our audit observed on public pages of cornell.edu. Adnave is not affiliated with it. If you run this site and something here is wrong, run a fresh audit and tell us.