AI Visibility Scorecard
coderoi.com · Technology
Borderline visible. AI bots can crawl R&D Tax Credits, Section 174A & Cap Labor Automation, 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 38 times
Meta AI · Apple Intelligence · Parallel · Claude
#580,404 of 2,704,204 in Technology for AI visibility
67
AI Naming Predictability
iNamed occasionally · 67/100
Technology average 28
Top 6% of Technology
See what's behind this score →4.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Technology average 17
See what's behind this score →4
from our crawl and measurement
"Automate R&D tax credits, Section 174A deductions, and software capitalization from your codebase. Audit-ready evidence, no engineer surveys." That is how R&D Tax Credits, Section 174A & Cap Labor Automation introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on some structured data and a partly stated business identity. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Good
Press and news coverage.
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 read your site and name it in answers. At 4.6/10, R&D Tax Credits, Section 174A & Cap Labor Automation is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coderoi
Cite this score: Engagemii (2026). "AEO Score for R&D Tax Credits, Section 174A & Cap Labor Automation." Retrieved from https://engagemii.com/aeo/brands/coderoi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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