AI Visibility Scorecard
Dibi8
· Technology
Somewhat visible. AI bots can read Dibi8, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#464,244 of 2,704,685 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
65
Muse Index Score
iAI agent readiness
Agent-ready · 65/100
12
AI Adoption
iBasic · 12/100
About Dibi8
from our crawl and measurement
dibi8.com describes itself simply: "Curated rankings of the best open-source AI coding agents (Claude Code, Aider, Cline), LLM frameworks, MCP servers, and developer utilities, tested on real 2026 workloads, 4 languages." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, Person, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.4/10, Dibi8 has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What Is Dibi8?
Dibi8 is a free, daily-updated directory of open-source AI tools — covering LLM frameworks, MCP servers, AI coding agents, image/video generation, voice AI, and developer utilities. Every listed project is verified against its GitHub repository for recent commits, a valid open-source license, and a working installation. No paywalls, no sign-up required.
How Does Dibi8 Curate Its Open-Source AI Tools?
The Dibi8 editorial team screens each tool against four criteria: active maintenance (commits within the last 90 days), a recognised open-source license (MIT, Apache-2.0, AGPL, etc.), a real installation path that works on a fresh machine, and genuine developer utility. Tools that pass are added to the catalog; tools that go dormant are flagged or removed on the next daily sweep.
Is Dibi8 Free to Use?
Yes — completely free, with no account required. Dibi8 is funded by affiliate partnerships with a small number of developer-focused services. Every affiliate relationship is disclosed, and it never influences which tools are listed or how they are ranked. The ranking algorithm is based solely on GitHub stars, recency, and editorial score.
How Often Is the Dibi8 Catalog Updated?
The catalog is swept daily. New open-source AI projects are added within 24 hours of trending on GitHub. Star counts, license statuses, and last-commit dates are refreshed every day. Major releases and breaking changes are noted in the article text within 48 hours of the upstream announcement.
Is this your brand?
The exact fixes for Dibi8
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Dibi8.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dibi8
Cite this score: Engagemii (2026). "AEO Score for Dibi8." Retrieved from https://engagemii.com/aeo/brands/dibi8
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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