AI Visibility Scorecard
Auto-Analyst
autoanalyst.ai · Technology
Borderline visible. AI bots can crawl Auto-Analyst, 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 24 times
Meta AI · Claude · Apple Intelligence · Perplexity
#859,979 of 2,705,698 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
14
AI Adoption
iBasic · 14/100
About Auto-Analyst
from our crawl and measurement
Auto-Analyst is a business whose own site puts it this way: "View, modify, and contribute to the codebase on GitHubLLM AgnosticWorks with any LLM provider - OpenAI, Anthropic, Google, Groq, DeepSeek." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 24 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 4.2/10, Auto-Analyst is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why use AutoAnalyst?
Purpose-Built for AnalyticsNot just chat—AutoAnalyst is designed for real data science workflows.Multi-Agent IntelligenceSpecialized agents for cleaning, stats, ML, and visualization.No Vendor Lock-InBring your own API key. Use any LLM. Host anywhere.Open-Source & Self-HostableMIT licensed. Run on your own infra, customize, and extend.
Is this your brand?
The exact fixes for Auto-Analyst
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 Auto-Analyst.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/autoanalyst-ai
Cite this score: Engagemii (2026). "AEO Score for Auto-Analyst." Retrieved from https://engagemii.com/aeo/brands/autoanalyst-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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