AI Visibility Scorecard
timharford.com · Media & Entertainment
Somewhat visible. AI bots can read Tim Harford, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 7 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#2,246 of 1,966,324 in Media & Entertainment for AI visibility
96
AI Naming Predictability
iAI names companies like this often · 96/100
Media & Entertainment average 17
Top 1% of Media & Entertainment
See what's behind this score →7
-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
Tim Harford is a business whose own site puts it this way: "Tim Harford, the Undercover Economist, is a Financial Times columnist, BBC broadcaster, and the author of eight books (most recently The Next Fifty Things That Made the Modern Economy)." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including GPTBot (ChatGPT).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Fair
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 6.6/10, Tim Harford has a working base to build on - fixable, and the signals above are where to start.
Can you keep a trade secret?
16th July, 2026 | Undercover EconomistHe didn’t go to sample the Dolcetto d’Alba, I’m fairly sure of that. John Lombe’s mission was industrial espionage.
How did air conditioning become a heated debate?
9th July, 2026 | Undercover EconomistKeeping warm is sometimes expensive, but even a caveman can cope with the technical challenge: pull on an extra bearskin and throw another log on to the fire. Keeping cool is a trickier business.
Is this your brand?
The exact fixes for Tim Harford
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/timharford
Cite this score: Engagemii (2026). "AEO Score for Tim Harford." Retrieved from https://engagemii.com/aeo/brands/timharford
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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