AI Visibility Scorecard
coretoollab.com · Finance & Insurance
Borderline visible. AI bots can crawl CoreToolLab, 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 1 times
Claude
#196,085 of 792,176 in Finance & Insurance for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 53% of Finance & Insurance companies
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
CoreToolLab describes itself simply: "Free, accurate online calculators and practical guides for finance, math, health, construction, engineering, and everyday life." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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.
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 4/10, CoreToolLab is crawlable but under-signaled - fixable, and the signals above are where to start.
Why Choose CoreToolLab?
Useful results come from clear methods, practical context and tools that are easy to use.Clear methodologySee the formula or method used to turn your inputs into a result.Practical explanationsUse worked examples and plain-language guidance to understand the numbers.Transparent assumptionsImportant inputs, assumptions and limitations are stated where they matter.Fast and accessibleUse focused, responsive tools.
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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.
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Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coretoollab
Cite this score: Engagemii (2026). "AEO Score for CoreToolLab." Retrieved from https://engagemii.com/aeo/brands/coretoollab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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