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AI Visibility Scorecard
directkodeful.com · Technology
Borderline visible. AI bots can crawl Kodeful: We Build & Operate AI Products for Founders, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,819,746 of 2,636,505 in Technology for AI visibility
4.1
/10
AEO Score
from our crawl and measurement
"Kodeful is the AI-native product studio and partner for non-technical founders. We build the product, onboarding, and go-to-market - the same playbook that took Prospi to $4.2M ARR." That is how Kodeful: We Build & Operate AI Products for Founders introduces itself. When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 4.1/10, Kodeful: We Build & Operate AI Products for Founders is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kodeful: We Build & Operate AI Products for Founders
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/directkodeful
Cite this score: Engagemii (2026). "AEO Score for Kodeful: We Build & Operate AI Products for Founders." Retrieved from https://engagemii.com/aeo/brands/directkodeful
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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