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AI Visibility Scorecard
MindsHub by MindsDB
mindsdb.com · Technology
Somewhat visible. AI bots can read MindsHub by MindsDB, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#39,593 of 2,623,137 in Technology for AI visibility
6.8
/10
AEO Score
About MindsHub by MindsDB
from our crawl and measurement
MindsHub by MindsDB is a business whose own site puts it this way: "MindsHub by MindsDB, the unified workspace where open-source models get things done for you." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it, AI engines recognise it as a distinct business and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2017.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
0
No press coverage found yet.
Community
6
Forum and community discussion.
0
No Reddit mentions 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 6.8/10, MindsHub by MindsDB has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is MindsHub Cowork?
MindsHub Cowork is the unified workspace for open-source agents — one place for every agent and model. Brief a whole task in plain language, connect your data and tools, and collect finished, shareable work. The agent and model are swappable underneath.
Which agents power Cowork?
Cowork runs on interchangeable open-source agent harnesses — Anton and Hermes today, with more on the way. Anton is the default; switch the harness and the model from a dropdown anytime. Picking a different agent per individual task is coming soon.
Can I switch the agent or model?
You can switch the agent harness and the model from a dropdown today — the change applies across your work, not to one task at a time. Choosing a different agent per task is coming soon, along with memory that follows you across agents.
Do I need to pick a model or agent to start?
No. Create an account and brief your first task — there are no agent, model, or API-key decisions to make first. Sensible defaults are set for you, and you can switch the model or harness anytime.
Why isn't a chat box enough for an AI agent?
Chat is good for a question and an answer. Real knowledge work needs connected data, the right model for each step, a place for results to live, and a way to share them. Cowork is the workspace around the agent, not just a transcript.
How does Cowork connect to my data?
Through a connectors directory and a credentials vault. You connect sources like databases, warehouses, and SaaS tools once; secrets stay in the vault, scoped per connection, and the agent never sees a raw key.
Is there a desktop or mobile app?
Cowork runs on the web with nothing to install, and ships as a desktop app for macOS and Windows — both installers are linked on this page. Mobile apps are coming soon.
How do I get started?
Create an account and brief your first task — no agent, model, or runtime to pick first. $9.95/month, cancel anytime, on the web or the desktop app.
Is this your brand?
The exact fixes for MindsHub by MindsDB
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mindsdb
Cite this score: Engagemii (2026). "AEO Score for MindsHub by MindsDB." Retrieved from https://engagemii.com/aeo/brands/mindsdb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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