AI visibility score
3.5/ 10Weak

#1,750,390 of 1,966,289 in Media & Entertainment

As of 2026-10-03 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Geoff Barton's blog

Geoff Barton's blog

Unclaimed

geoffbarton.org · Media & Entertainment

Borderline visible. AI bots can crawl Geoff Barton's blog, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,750,390 of 1,966,289 in Media & Entertainment for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 79% of Media & Entertainment

4

AEO Visibility

i

Near-invisible · 3.5/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Geoff Barton's blog

from our crawl and measurement

Geoff Barton's blog Computational biology and more… describes itself simply: "Skip to the content Geoff Barton's blog Computational biology and more." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 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.

Industry · Media & Entertainment
Last scored · Oct 3, 2026

The 6 signals AI reads

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

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

No social discussion 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 3.5/10, Geoff Barton's blog is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What should you call your research group?

May 9, 2022 / geoffbarton / 0 Comments After studying really hard, getting a good B.Sc., flying high in your Ph.D. and as a postdoc, you have finally amassed enough research experience and scientific research publications to apply for Principal Investigator (PI) positions.

EU Membership?

There is no clear message on whether an independent Scotland would be able to remain a member of the EU. If Scotland does remain in the EU then there will be big implications for any company or public sector pension schemes that are UK wide. Such cross-border schemes would have to be in credit. Few if any are at the moment.

Citizenship?

If Scotland were to go independent, we would have the option of a Scottish Passport.

Who stands to gain most from a YES vote?

I think this is just the politicians who are clamouring for more power. All we hear from the SNP politicians is their thirst for power. The significant powers they already have in the devolved government are not enough for them, they want more.

Finally, was the booth at Liverpool worthwhile?

As I said above, overall yes, some new contacts were made that have led on to new collaborations and also opportunities to teach about Jalview at other institutes. The caveat is that we reached around 200 people at that meeting.

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Picked for Geoff Barton's blog: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/geoffbarton-org

Cite this score: Engagemii (2026). "AEO Score for Geoff Barton's blog." Retrieved from https://engagemii.com/aeo/brands/geoffbarton-org

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

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