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AI Visibility Scorecard
HowMuchToFix
howmuchtofix.com · Technology
Somewhat visible. AI bots can read HowMuchToFix, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#842,596 of 2,706,098 in Technology for AI visibility
5.1
/10
AEO Score
About HowMuchToFix
from our crawl and measurement
HowMuchToFix describes itself simply: "AI-powered repair cost estimator and carbon impact calculator. Get instant repair estimates for phones, laptops, cars, TVs, appliances & more. See environmental savings." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (WebApplication, Organization, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 5.1/10, HowMuchToFix has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for HowMuchToFix
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/howmuchtofix
Cite this score: Engagemii (2026). "AEO Score for HowMuchToFix." Retrieved from https://engagemii.com/aeo/brands/howmuchtofix
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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