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AI Visibility Scorecard

Forging Commons

Forging Commons

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forgingcommons.com · Education

Borderline visible. AI bots can crawl Forging Commons, 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

#772,741 of 876,218 in Education for AI visibility

3.2

/10

AEO Score

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About Forging Commons

from our crawl and measurement

Forging Commons Building creativity with and for community is a business whose own site puts it this way: "Rebecca Cote is a community artist and teacher. Her focus in community work ranges from in-partnership youth programming with public schools and wider community work with non-profit centers." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.

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

Industry · Education
Last scored · Aug 21, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

5

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

6

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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

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 3.2/10, Forging Commons is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Forging Commons

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Forging Commons: 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 August 21, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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