coursera.org

Classified by Aater · 17 May 2026

coursera.org is accessible and legible to AI systems, but lacks the authority signals needed for consistent attribution.

capturable
absent
marginal
capturable
emerging
authoritative
How this classification was derived · the three gates
Gate 1 · Reachability
pass

AI systems can access and fetch this domain's content.

Gate 2 · Legibility
present

Content present but not fully structured

Gate 3 · Authority
weak

Authority signals are insufficient for reliable AI citation.

Primary constraint: Content has high density (0.30) but lacks the minimum required distinct entities or specific data claims.

AI systems can reach coursera.org but struggle to extract its content.

Recommended next steps
1.Add author attribution1 hr

Expected impact: Improves Authority

View implementation →
<script type="application/ld+json">
{ "@context":"https://schema.org", "@type":"Article",
  "headline":"Post title",
  "author":{ "@type":"Person", "name":"Author Name", "url":"https://example.com/author" } }
</script>
2.Add specific verifiable claims to the primary content — named figures with context, product specifications with measurable attributes, or dated events with named participants. The gap is small. Generic statements do not count.

Expected impact: Raising semantic density above 0.3 will move Legibility from present to Structured, advancing participation state.

Why these recommendations?

Content density is 0.30 against a threshold of 0.3 for Structured classification. The page lacks sufficient specific claims and named entities for AI systems to extract meaningful, attributable information.

• No author attribution — content lacks attributable provenance.

• Add authorship markup: AI systems weight content from named authors more heavily. Anonymous content is treated as lower trust.

• Add publication dates: Retrieval-augmented AI pipelines filter by recency. Undated content is deprioritised in freshness-weighted retrieval.

Additional signal · Entity presence
Does not affect participation state

How the public web recognizes this organization as an entity (knowledge graph). Observational only — a lower bound: absence means “not documented in the knowledge graph,” not “does not exist.”

✓Recognized as an entity in Wikidata: Coursera.
✓English Wikipedia article present.
✓Linked YouTube presence.
·No linked GitHub presence.
✓Crunchbase organization profile present.
See how coursera.org compares to a competitor →
Pulse · Live monitoring
This is a snapshot. Pulse is the live feed.

See which AI agents are actually crawling coursera.org — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and more — at what frequency and depth. A lightweight snippet reveals the agent activity your logs don't surface.

Pulse can alert you when authority signals improve or new AI agent activity is detected on coursera.org.

Activate Pulse on coursera.org →

Lightweight install · no performance impact · first agent activity in 24–72h (traffic-dependent)

What AI systems extract from this page →

Server-delivered content the crawler read · first 400 characters

Coursera | Courses, Professional Certificates, and Degrees Online For Individuals For Businesses For Universities For Governments Explore Degrees &#8203; Log In Join for Free Join for Free Learn without limits Start, switch, or advance your career Grow with courses from top organizations Join for Free Start building production-ready AI agents with Gemini Add the Gemini API and AI Studio, and more

Measured 17 May 2026 · 18d ago

This classification reflects Aater's assessment of observable structural signals. It does not represent an editorial opinion about the quality or value of this domain or organisation. Domain owners may request removal by writing to founder@aater.ai. Requests are honoured within 48 hours.