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AI Visibility Scorecard
Boston Fixer LLC
bostonfixer.com · Home & Living
Borderline visible. AI bots can crawl Boston Fixer LLC, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#632,984 of 1,217,403 in Home & Living for AI visibility
4.4
/10
AEO Score
About Boston Fixer LLC
from our crawl and measurement
Boston Fixer LLC, based in West Roxbury, MA, describes itself simply: "Boston Fixer provides fast, reliable appliance repair in Boston, MA. We fix ovens, washers, dryers, and fridges, same-day service by expert technicians near you." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, Boston Fixer LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Boston Fixer LLC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bostonfixer
Cite this score: Engagemii (2026). "AEO Score for Boston Fixer LLC." Retrieved from https://engagemii.com/aeo/brands/bostonfixer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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