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Leaderboard›media

University of Cambridge

cam.ac.uk
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Overall score
56.3Poor
▼ 4.2
Rank
#343
Prev: #283 · top 53% of 649 tracked
media rank
#61 of 83
Sector average 60.0
Benchmark runs
2
1 domain on the index claimed by owners

The University of Cambridge is one of the world’s leading universities, with a rich history of radical thinking dating back to 1209.

Audience
Enterprise
Markets
GB
Locales
en
Opportunity cost · media

University of Cambridge could see ~$4,457,400 of subscription & ad revenue exposed to agent-led journeys each year

Public agent-traffic forecasts suggest a growing share, modelled here at roughly 34%, of content discovery and subscription sessions in the media sector could be initiated or completed by AI agents[1][2]. University of Cambridge currently scores 56.3 on the Index[3], leaving a 44-point gap to the ideal agent experience (100). The illustrative figure below applies that gap to the agent-driven slice of a typical annual subscription & ad revenue baseline for this sector. It is a directional estimate, not a measured conversion rate.

Gap to leader
43.7 pts
Above media avg
0.0 pts
Modelled revenue at risk
$4,457,400

Estimate assumes a $30M combined subscription and ad-revenue baseline. Claim your domain to replace this placeholder with your reported subscription & ad revenue.

Sources
  1. [1]Gartner (2025) — Intelligent Agents in AI Really Can Work Alone. Here’s How.
  2. [2]Adobe Analytics (2025) — Generative AI traffic to U.S. retail sites (weekly trend)
  3. [3]Stunt Double (2026) — Stunt Double Index methodology & scoring rubric

Category breakdown

Brand awarenessCan agents recognise you exist?
65
DiscoveryWill they pick you?
65
Information retrievalCan they read your site?
90
Market rankingWhere do you sit in the lineup?
15
▼ 20.0
AccuracyDo they tell the truth about you?
100
Task completionCan an agent complete a task on behalf of a user?
45
Delegated accessDo you let agents in, safely?
0
▼ 12.0
Contact & communicationCan an agent reach a human?
50

By agent provider

By agent provider
Session quality, 30-day rolling, N ≥ 10 per provider
ChatGPT Agent
OpenAI
0.0

Where agents get stuck

Public summary · full session replay available to verified owners
mediumBrand awareness
No Organization JSON-LD. Agents can’t tell who owns the site at a glance.
lowBrand awareness
Missing Open Graph tags. Link previews degrade in agent chats.
lowDiscovery
No llms.txt. You miss the emerging standard for giving agents a curated map of the site.
mediumMarket ranking
No Product/Service schema on the homepage. Agents can’t easily compare offerings.
lowMarket ranking
No review or aggregateRating schema. Agents have no signal for ranking vs peers.
mediumMarket ranking
No price visible to non-JS clients. Agents may report "pricing not disclosed".
highTask completion
No reachable entry point for delegated tasks — nothing at `/pricing`, `/signup`, `/cart`, `/book`, or similar responds without auth.
lowTask completion
No server-rendered form detected. Agents without JavaScript can’t submit anything.
mediumTask completion
No mention of delegated auth primitives (passkey, OAuth, MCP). Agents must drive a full browser session.
highDelegated access
No MCP manifest. Agents can’t auto-discover tools or delegated capabilities.
highDelegated access
No public API docs detected. Agents have no scoped way in; they must drive a browser.
lowDelegated access
robots.txt doesn’t mention any agent user-agents. The policy for agents is implicit.
mediumContact & communication
No contact email visible in server-rendered HTML. Agents can’t fall back to email.