AI Visibility Scorecard
Analyst Toolkit
analysttoolkit.com · Education
Somewhat visible. AI bots can read Analyst Toolkit, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#242,505 of 937,492 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Analyst Toolkit
from our crawl and measurement
"Analyst Toolkit helps small and mid-sized businesses, operations teams, and analysts turn spreadsheet chaos and manual work into organized, repeatable business systems through practical." That is how Analyst Toolkit introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
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 5.3/10, Analyst Toolkit has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Your Business Held Together by Spreadsheets?
Spreadsheets are often the fastest way to solve a problem. Over time, though, reports can become manual, data can spread across multiple files, work can depend on one person, and leadership can lose confidence in the information. Analyst Toolkit helps you organize those processes into practical systems your team can understand, maintain, and improve.
Not Sure What Your Business Should Be Tracking?
Business Blueprints explain what information matters, which KPIs and reports support the work, how often results should be reviewed, and where standardization or automation may create value.Explore Business Blueprints
Is this your brand?
The exact fixes for Analyst Toolkit
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Analyst Toolkit.
Source & Attribution
Scored by Engagemii on September 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/analysttoolkit
Cite this score: Engagemii (2026). "AEO Score for Analyst Toolkit." Retrieved from https://engagemii.com/aeo/brands/analysttoolkit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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