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AI Visibility Scorecard
Tim Harford
timharford.com · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Tim Harford is still leaving points on the table.
AI engines read this profile 2 times
ChatGPT · Apple Intelligence
#4,553 of 1,899,150 in Media & Entertainment for AI visibility
7.3
/10
AEO Score
About Tim Harford
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 one of the more visible businesses we measure, scoring 7.2 out of 10.
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).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
5
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
6
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7.3/10, Tim Harford has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tim Harford
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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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Source & Attribution
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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