AI Visibility Scorecard
ContractStack
contractstackpro.com · Home & Living
Borderline visible. AI bots can crawl ContractStack, 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 2 times
Claude
#500,299 of 1,375,046 in Home & Living for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
5
AEO Visibility
iBorderline · 4.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About ContractStack
from our crawl and measurement
"Find every open federal construction bid in your state and trade. Track deadlines, see who's winning in your market, and never miss a contract. Faster than SAM.gov." That is how ContractStack introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 4.9/10, ContractStack is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who's winning federal construction work in your market?
Every contract has a winner. Before your next bid, see exactly who's been collecting federal construction work in your state — names, dollar amounts, and how many times they've won.Open the full Intelligence dashboardBrowse open bidsThe Full Platform
Is this your brand?
The exact fixes for ContractStack
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 ContractStack.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contractstackpro
Cite this score: Engagemii (2026). "AEO Score for ContractStack." Retrieved from https://engagemii.com/aeo/brands/contractstackpro
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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