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AI Visibility Scorecard
Will This Bolt Fit?
boltmatcher.com · Technology
At 1.8/10, Will This Bolt Fit? is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Apple Intelligence
#2,532,092 of 2,626,560 in Technology for AI visibility
1.8
/10
AEO Score
About Will This Bolt Fit?
from our crawl and measurement
Will This Bolt Fit? is a business whose own site puts it this way: "Free bolt compatibility checker! Compare M8 vs 5/16, M6 vs 1/4, M10 vs 3/8 bolts instantly. Get thread pitch, socket sizes, hole fit analysis. Trusted by 50,000+ mechanics & DIYers." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business. It is passable on a workable page structure, a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
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
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 1.8/10, Will This Bolt Fit? is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Will This Bolt Fit?
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/boltmatcher
Cite this score: Engagemii (2026). "AEO Score for Will This Bolt Fit?." Retrieved from https://engagemii.com/aeo/brands/boltmatcher
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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