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AI Visibility Scorecard

EcoCyc: Encyclopedia of E. coli Genes and Metabolism

EcoCyc: Encyclopedia of E. coli Genes and Metabolism

Unclaimed

ecocyc.org · Technology

Somewhat visible. AI bots can read EcoCyc: Encyclopedia of E. coli Genes and Metabolism, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Claude · Apple Intelligence

#136,196 of 2,641,221 in Technology for AI visibility

6.3

/10

AEO Score

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About EcoCyc: Encyclopedia of E. coli Genes and Metabolism

from our crawl and measurement

EcoCyc: Encyclopedia of E. coli Genes and Metabolism is a Menlo Park, CA business whose own site puts it this way: "The EcoCyc database describes the genome, metabolic pathways, and regulatory network of Escherichia coli and provides extensive bioinformatics tools." Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

3

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

2

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

AI Discoverability

8

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

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

3

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 6.3/10, EcoCyc: Encyclopedia of E. coli Genes and Metabolism has a working base to build on - fixable, and the signals above are where to start.

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Picked for EcoCyc: Encyclopedia of E. coli Genes and Metabolism: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for EcoCyc: Encyclopedia of E. coli Genes and Metabolism." Retrieved from https://engagemii.com/aeo/brands/ecocyc-org

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

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