AI Visibility Scorecard
cosol.com · Technology
Somewhat visible. AI bots can read Custom Software Development & Engineering Company, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Apple Intelligence · Claude
#181,480 of 2,707,167 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
53
Muse Index Score
iAI agent readiness
Agent-ready · 53/100
8
AI Adoption
iBasic · 8/100
from our crawl and measurement
Custom Software Development & Engineering Company is a Minneapolis, MN 55416 business whose own site puts it this way: "Coherent Solutions is a full-stack software development company • 30+ years in business • 2500+ engineers • Custom enterprise software development & offshore staff augmentation." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 5.9/10, Custom Software Development & Engineering Company has a working base to build on - fixable, and the signals above are where to start.
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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.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cosol
Cite this score: Engagemii (2026). "AEO Score for Custom Software Development & Engineering Company." Retrieved from https://engagemii.com/aeo/brands/cosol
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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