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AI Visibility Scorecard

Hilltop Guild

Hilltop Guild

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hilltopguild.com · Membership Organizations

Borderline visible. AI bots can crawl Hilltop Guild, 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 2 times

Claude · Apple Intelligence

#48,894 of 82,168 in Membership Organizations for AI visibility

4.4

/10

AEO Score

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About Hilltop Guild

from our crawl and measurement

Hilltop Guild is a business whose own site puts it this way: "We are an engaging group of artists, crafters, weavers, quilters and many others (no artistic talents are required) that love involvement in the community and developing long-lasting." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that press coverage is thin. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, 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).

Industry · Membership Organizations
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

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

7

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

5

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

1

Press and news coverage.

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 4.4/10, Hilltop Guild is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Hilltop Guild

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Weekly ChatGPT & Claude citation tracking

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Picked for Hilltop Guild: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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