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AI Visibility Scorecard

Farnam Street

Farnam Street

Unclaimed

farnamstreetblog.com · Media & Entertainment

Somewhat visible. AI bots can read Farnam Street, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

ChatGPT · Claude

#19,362 of 1,860,155 in Media & Entertainment for AI visibility

6.8

/10

AEO Score

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About Farnam Street

from our crawl and measurement

Farnam Street describes itself simply: "Timeless lessons on decision making, thinking, and continuous improvement. Written by Shane Parrish.hinking, and continuous improvement." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.

Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

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

9

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 Trust

4

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

8

Forum and community discussion.

Reddit

0

No Reddit mentions found yet.

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 6.8/10, Farnam Street has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Farnam Street

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Farnam Street: AEO & AI Search

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/farnamstreetblog

Cite this score: Engagemii (2026). "AEO Score for Farnam Street." Retrieved from https://engagemii.com/aeo/brands/farnamstreetblog

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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