AI Visibility Scorecard
The Guild Collective
qualityroofingtx.com · Home & Living
Somewhat visible. AI bots can read The Guild Collective, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude · Meta AI
#10,897 of 1,374,224 in Home & Living for AI visibility
7
AEO Visibility
iVisible · 6.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About The Guild Collective
from our crawl and measurement
The Guild Collective, based in Austin, Texas, describes itself simply: "Expert roofing services including installation, repair, and skylights in Austin, Boerne, and San Antonio. Contact The Guild Collective for a free estimate!." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, RoofingContractor, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). By its own structured data it is a roofing business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 6.6/10, The Guild Collective has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is the guild collective?
A guild is an association of merchants, craftsmen, or people for mutual benefit and the pursuit of the common good. For us, it symbolizes a standard of quality and an expectation of care associated with the work our various companies perform. It also represents valuing people and banding together with other like-minded leaders to produce a better quality of work and better quality of life for everyone involved.
Is this your brand?
The exact fixes for The Guild Collective
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/qualityroofingtx
Cite this score: Engagemii (2026). "AEO Score for The Guild Collective." Retrieved from https://engagemii.com/aeo/brands/qualityroofingtx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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