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AI Visibility Scorecard

CFWidget

CFWidget

Unclaimed

cfwidget.com · Technology

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

Monitoring for AI engine activity

In the Engagemii AEO index

#781,401 of 2,787,819 in Technology for AI visibility

5.2

/10

AEO Score

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About CFWidget

from our crawl and measurement

CFWidget describes itself simply: "Embed CurseForge project downloads anywhere on the web using widgets, and access project information programmatically through the JSON API to integrate automatic updates, content discovery." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clear heading structure. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and structured data describing the business.

Off the page, other sites link to it. 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, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

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 5.2/10, CFWidget has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for CFWidget

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for CFWidget: Tech & Electronics

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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/cfwidget

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

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

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