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AI Visibility Scorecard
Prodmap
prodmap.ai · Technology
Somewhat visible. AI bots can read Prodmap, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#157,698 of 2,636,505 in Technology for AI visibility
6.2
/10
AEO Score
About Prodmap
from our crawl and measurement
Prodmap describes itself simply: "The knowledge platform that powers every AI agent, yours or ours." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (Organization, SoftwareApplication, FAQPage), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.2/10, Prodmap has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is ProdMap and how does it work?
ProdMap is a knowledge platform that supplies every AI agent with the right information at the right time. It connects to any agentic workflow via MCP, feeding your knowledge base, architecture decisions, requirements, and constraints into tools like Cursor, Claude, Devin, or Copilot. It also ships with built-in agents that automate every aspect of the SDLC.
Can I use ProdMap with my own AI tools?
Yes. ProdMap hooks into any existing agentic workflow via MCP, supplying structured knowledge to whatever tools your team already uses — Cursor, Claude, Devin, Copilot, or custom pipelines.
What built-in agents does ProdMap ship with?
ProdMap ships with agents that automate every stage of the SDLC — research, planning, prototyping, compliance, execution, and documentation. Each agent is powered by your organization's knowledge base.
Is ProdMap suitable for enterprise security requirements?
ProdMap is built with SOC2 compliance in mind, offering data isolation, SSO integration, and on-premise deployment options for enterprise clients.
What makes ProdMap different from ChatGPT or generic AI assistants?
Generic AI tools lack persistent context about your product, architecture, and constraints. ProdMap maintains a structured knowledge base and supplies this context to every agent that needs it, whether built-in or external, producing output grounded in your specific system.
Is this your brand?
The exact fixes for Prodmap
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Prodmap.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prodmap-ai
Cite this score: Engagemii (2026). "AEO Score for Prodmap." Retrieved from https://engagemii.com/aeo/brands/prodmap-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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