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AI Visibility Scorecard

CommaFeed

CommaFeed

Unclaimed

commafeed.com Β· Other

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

AI engines read this profile 1 times

Claude

5.8

/10

AEO Score

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About CommaFeed

from our crawl and measurement

CommaFeed is one of the businesses we track. Its AI visibility score is 5.8 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 once in our tracking, including ClaudeBot (Anthropic).

Industry Β· Other
Last scored Β· Aug 9, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

1

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

1

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

AI Discoverability

1

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

10

Recognized in AI knowledge graphs.

News & Press

0

No press coverage found yet.

Community

6

Forum and community discussion.

Social Mentions

0

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 5.8/10, CommaFeed has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for CommaFeed: 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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Free signup unlocks the full article plus your personalized AEO fix list for CommaFeed.

Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/commafeed

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

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

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