AI Visibility Scorecard
smalltoolkit.com · Finance & Insurance
At 1.7/10, Small Toolkit is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
19
AI Naming Predictability
iRarely named · 19/100
Finance & Insurance average 12
Top 17% of Finance & Insurance
See what's behind this score →1.7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Finance & Insurance average 16
See what's behind this score →0
from our crawl and measurement
Small Toolkit is a business whose own site puts it this way: "Small Toolkit provide Free Tools for Chartered Accountants, Developer & other professionals, to help make your day to day works easy." When AI engines look at it, they find little to work with. It scores 1.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.7/10, Small Toolkit is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why Choose SmallToolkit?
We're built differently to save you time and frustration 100% Free No hidden paywalls. Free to use forever Lightning Fast No bloated interfaces. Get results in seconds with minimal clicks. No Sign-Ups Use every tool immediately—no accounts required. Privacy First Your data never leaves your browser. Processed client-side. No Watermarks No bloated interfaces. Get results in seconds with minimal clicks.
Is this your brand?
The exact fixes for Small Toolkit
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/smalltoolkit
Cite this score: Engagemii (2026). "AEO Score for Small Toolkit." Retrieved from https://engagemii.com/aeo/brands/smalltoolkit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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