umontreal.ca

Université de Montréal

AI Agentic Readiness

6 / 30

agentic checks passed
31% readiness - how well this site can be read, trusted and transacted with by AI agents

Last checked
7 Jul 2026

umontreal.ca is live and passes 6 of 30 agentic-readiness checks (31%). It runs on typo over HTTPS.

For AI agents, umontreal.ca's strongest signals are fully indexable pages, a visually stable layout, a lightweight page, and atomic, quotable sentences. Average 50% atomic sentences across 1 pages (target 40%+).

Its main gaps are thin semantic structure, text that is hard for agents to extract, no canonical URL, and no structured tables or lists. The weakest area is Structured data; addressing it first would raise this score the most.

Agent interaction

✗Semantic HTML5 & AccessibilityOnly 29% of images have alt text

~Clean, Crawlable HTMLLimited semantic HTML5 usage

✗Extraction Friction ScoreAverage sentence length: 41.5 words - too long for AI snippets

✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met

✓Layout Stability & ResponsivenessCustom web fonts load without preload or font-display - late font swaps shift text layout

✗Canonical URL StrategyNo canonical URL tag found

✓Page Speed: Page SizeLightweight document structure

~Page Speed: Load Blockers14 render-blocking script(s) in <head>

Machine extraction

✗Table & List ExtractabilityNo HTML tables found across homepage

✓Sentence AtomicityAverage 50% atomic sentences across 1 pages (target 40%+)

✓Entity DensityAverage entity density 27.8% across 1 pages (target >15%)

✗Definition PatternsNo definition patterns found

✗Answer Capsule Pattern0/3 H2 sections have 15-30 word self-contained capsules (0%)

Structured data

✗Schema.org Structured DataNo JSON-LD structured data found across homepage

✗Schema Coverage & DepthNo JSON-LD found - cannot assess schema coverage

✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema

AI discovery

✗llms.txt FileNo llms.txt file found at https://umontreal.ca/llms.txt (connection failed)

✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt

✗Sitemap CompletenessNo sitemap.xml found

✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>

✗Internationalization SignalsNo hreflang alternate links found

✗Content Licensing & AI PermissionsNo ai.txt file found

Trust & transparency

✗Entity Authority & E-E-A-TNo Organization schema to reinforce entity identity

✗Creator TransparencyCreator visibility is weak on content-like pages

~Methodology TransparencyLittle content-production or review transparency is visible

~AI Assistance DisclosureNo AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)

✗Visible Date SignalNo visible date signals found across homepage (no <time> elements, no JSON-LD dates, no article meta dates)

✓Title & Meta Quality1/1 pages lack a usable meta description

✗Content Freshness SignalsNo JSON-LD date properties (datePublished/dateModified) found across homepage

✗Author & Expert SchemaNo Person schema found across homepage

Every check is a verifiable fact about umontreal.ca's live pages. Scoring follows Google Lighthouse agentic-browsing: a fraction of concrete checks, not an invented 0-100.

How to improve for AI agents

The highest-impact changes to make umontreal.ca more agent-ready, in priority order.

1 Add structured tables and lists critical impact medium effort

Present umontreal.ca's comparison and spec data as real HTML tables and lists agents can extract.

2 Strengthen entity authority (NAP) critical impact medium effort

Make umontreal.ca's name, address and phone consistent and add Organization schema to anchor its identity.

3 Add content freshness signals critical impact medium effort

Refresh and re-date umontreal.ca's key pages so agents see it as maintained.

4 Add definition-style content critical impact medium effort

Add clear "X is ..." definitions on umontreal.ca so agents can lift direct answers.

Trust & legitimacy signals

✓Currently activeyes (HTTP 200)

✓Secure (HTTPS)yes

✓Identifiable technologytypo

Show your score

Embed this badge on umontreal.ca - it links to this audit and always shows the latest score.

<a href="https://www.markosweb.com/www/umontreal.ca/"><img src="https://www.markosweb.com/badge/umontreal.ca.svg" alt="umontreal.ca is 31% AI-Ready - MarkosWeb" height="28"></a>

Agentic readiness for umontreal.ca last checked 7 Jul 2026. Machine-readable: JSON. Method: methodology.