AI Visibility Scorecard
Icon
Borderline visible. AI bots can crawl Icon, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
5
AEO Visibility
iBorderline · 4.5/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
3
AI Adoption
iBasic · 3/100
About Icon
from our crawl and measurement
Construction Estimating Services USA, based in Miami, FL, describes itself simply: "Get precise construction estimating services with Icon Estimating. Accurate cost estimates for commercial & residential projects. Request your quote today!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) 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
Fair
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 4.5/10, Icon is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Icon Estimating?
Because you deserve fast, accurate, and affordable construction estimates tailored to your project’s exact needs — no guesswork, just results. Expert Estimators Our team has years of experience in construction cost estimating across multiple trades and project types. Fast Turnaround Get detailed construction cost estimate services quickly, helping you move from planning to execution without delay.
Is this your brand?
The exact fixes for Icon
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 Icon.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/iconestimators
Cite this score: Engagemii (2026). "AEO Score for Icon." Retrieved from https://engagemii.com/aeo/brands/iconestimators
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform