AI Visibility Scorecard
Monkey Wrench Plumbing and Heating 978-212-9895
monkeywrenchph.com · Home & Living
Borderline visible. AI bots can crawl Monkey Wrench Plumbing and Heating 978-212-9895, 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
Claude · Meta AI
#1,144,318 of 1,376,454 in Home & Living for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 49% of Home & Living companies
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Monkey Wrench Plumbing and Heating 978-212-9895
from our crawl and measurement
Monkey Wrench Plumbing and Heating 978-212-9895 is a business whose own site puts it this way: "Local Plumbing and Heating repair for Salem 01970 Beverly 01915 Marblehead 01945 Danvers 01923 Peabody 01960 Swampscott 01907 and Lynn 01902." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 3.5/10, Monkey Wrench Plumbing and Heating 978-212-9895 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Monkey Wrench Plumbing and Heating 978-212-9895
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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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/monkeywrenchph
Cite this score: Engagemii (2026). "AEO Score for Monkey Wrench Plumbing and Heating 978-212-9895." Retrieved from https://engagemii.com/aeo/brands/monkeywrenchph
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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