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AI Visibility Scorecard

GGMTL

GGMTL

Unclaimed

ggmtl.com · Nonprofits

Borderline visible. AI bots can crawl GGMTL, 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.

AI engines read this profile 1 times

Claude

#316,182 of 763,721 in Nonprofits for AI visibility

5

/10

AEO Score

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About GGMTL

from our crawl and measurement

"Gay and Grey Montréal is a non-profit organization that brings together and supports English-speaking older adults and seniors (50+) in the 2SLGBTQIA+ community in and around Montréal." That is how GGMTL of Montréal, QC introduces itself. Its AI visibility score is 5.0 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 clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data, a workable page structure and a few credibility markers.

Off the page there is only faint evidence that only a handful of sites link to it and 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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Nonprofits
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

7

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

1

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

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 5/10, GGMTL is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for GGMTL

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for GGMTL: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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