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AI Visibility Scorecard
Red Wrench Plumbers
redwrenchplumbersf.com · Home & Living
Borderline visible. AI bots can crawl Red Wrench Plumbers, 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 3 times
Meta AI · Claude
#1,033,181 of 1,264,379 in Home & Living for AI visibility
3.4
/10
AEO Score
About Red Wrench Plumbers
from our crawl and measurement
"We bring parts with us however it may be necessary to research, order and purchase other parts which will impact the job progress." That is how Red Wrench Plumbers introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 3.4/10, Red Wrench Plumbers is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Red Wrench Plumbers
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Red Wrench Plumbers.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/redwrenchplumbersf
Cite this score: Engagemii (2026). "AEO Score for Red Wrench Plumbers." Retrieved from https://engagemii.com/aeo/brands/redwrenchplumbersf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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