AI Visibility Scorecard
First Position — Custom Software Engineering & SaaS Venture Studio
f1rstposition.com · Technology
Borderline visible. AI bots can crawl First Position — Custom Software Engineering & SaaS Venture Studio, 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 · Apple Intelligence
#2,073,973 of 2,707,521 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
14
AI Adoption
iBasic · 14/100
About First Position — Custom Software Engineering & SaaS Venture Studio
from our crawl and measurement
"First Position is a premier Custom Software Engineering Agency and SaaS Venture Studio. We build enterprise-grade platforms, automate workflows using AI, and incubate next-generation SaaS." That is how First Position Custom Software Engineering & SaaS Venture Studio introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
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 3.6/10, First Position — Custom Software Engineering & SaaS Venture Studio is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for First Position — Custom Software Engineering & SaaS Venture Studio
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/f1rstposition
Cite this score: Engagemii (2026). "AEO Score for First Position — Custom Software Engineering & SaaS Venture Studio." Retrieved from https://engagemii.com/aeo/brands/f1rstposition
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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