AI Visibility Scorecard
Agent Driven Development
agentdrivendevelopment.com · Technology
Borderline visible. AI bots can crawl Agent Driven Development, 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
#1,309,537 of 2,704,461 in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →4
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Technology average 17
See what's behind this score →?
About Agent Driven Development
from agentdrivendevelopment.com
Practical insights on AI-native software development for engineering leaders. Navigate the shift from traditional SDLC to agent-driven workflows that sh...
- Company ·
- Agent Driven Development
- Website ·
- agentdrivendevelopment.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 6, 2026
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
Good
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
Strong
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 read your site and name it in answers. At 4/10, Agent Driven Development is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are You Prematurely Optimizing the Machinery Around Your Vendor’s Agent?
Custom skills, agents, routers, and reviewer loops can improve a vendor's agent. Standardizing that extra machinery before it beats the supported baseline is premature optimization. July 24, 2026 Agent-Driven Development, AI Talent & Careers
Would You Spend 150% of the Labor Cost to Ship Today?
Price the outcome before its tokens. A rational token budget is a function of total delivery economics, and even 150% of labor cost can make sense when it buys enough time. July 14, 2026 1 2 3 … 10 Next Page One useful note a week
Is this your brand?
The exact fixes for Agent Driven Development
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on September 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/agentdrivendevelopment
Cite this score: Engagemii (2026). "AEO Score for Agent Driven Development." Retrieved from https://engagemii.com/aeo/brands/agentdrivendevelopment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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