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AI Visibility Scorecard
Northwest Fiberglass & Refinishing
nwfiberglass-refinishing.com · Home & Living
At 2.8/10, Northwest Fiberglass & Refinishing 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
Claude
#693,901 of 746,741 in Home & Living for AI visibility
2.8
/10
AEO Score
About Northwest Fiberglass & Refinishing
from our crawl and measurement
Northwest Fiberglass & Refinishing is a business whose own site puts it this way: "We offer over 30 years of expert experience in the composites industry, and specialize in many areas of refinishing, including tubs, showers, countertops and concrete." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found a sitemap. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
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
2
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
3
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 2.8/10, Northwest Fiberglass & Refinishing is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Northwest Fiberglass & Refinishing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nwfiberglass-refinishing
Cite this score: Engagemii (2026). "AEO Score for Northwest Fiberglass & Refinishing." Retrieved from https://engagemii.com/aeo/brands/nwfiberglass-refinishing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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