AI Visibility Scorecard
Edge Estimates
edgetakeoffsllc.com · Home & Living
Borderline visible. AI bots can crawl Edge Estimates, 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.
AI engines read this profile 1 times
Claude
#635,620 of 1,373,971 in Home & Living for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Edge Estimates
from our crawl and measurement
Best Construction Estimates and Takeoff Company is a Los Angeles, CA business whose own site puts it this way: "EdgeEstimates delivers reliable construction estimating and material takeoffs that help contractors save time, reduce costs and win more bids." When AI engines look at it, they find little to work with. It scores 4.7 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.
The 6 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.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.7/10, Edge Estimates is crawlable but under-signaled - 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.
Is this your brand?
The exact fixes for Edge Estimates
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Edge Estimates.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edgetakeoffsllc
Cite this score: Engagemii (2026). "AEO Score for Edge Estimates." Retrieved from https://engagemii.com/aeo/brands/edgetakeoffsllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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