AI Visibility Scorecard
Edge Estimates
edgeestimatesco.com · Home & Living
At 1.08/10, Edge Estimates is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
3
1.08
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Home & Living average 21
See what's behind this score →0
About Edge Estimates
from our crawl and measurement
Edge Estimates, based in Los Angeles, CA, describes itself simply: "EdgeEstimates delivers reliable construction estimating and material takeoffs that help contractors save time, reduce costs and win more bids." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.08 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
- Company ·
- Edge Estimates
- Website ·
- edgeestimatesco.com
- Industry ·
- Home & Living
- Location ·
- Los Angeles, CA
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.08/10, Edge Estimates is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose us?
When you choose Edge Estimates, you choose a partner who values accuracy, industry expertise, and a commitment to your project’s success. Unmatched AccuracyOur team of experienced construction estimators ensures that our estimates are incredibly precise, enabling you to make informed decisions and avoid costly surprises.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edgeestimatesco
Cite this score: Engagemii (2026). "AEO Score for Edge Estimates." Retrieved from https://engagemii.com/aeo/brands/edgeestimatesco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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