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AI Visibility Scorecard

The Homepage of Scott Tolinski

Name: The Homepage of Scott Tolinski - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T18:35:51.882Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

tolin.ski · Technology

Borderline visible. AI bots can crawl The Homepage of Scott Tolinski, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#1,894,409 of 2,631,774 in Technology for AI visibility

3.9

/10

AEO Score

About The Homepage of Scott Tolinski

from our crawl and measurement

The Homepage of Scott Tolinski is a business whose own site puts it this way: "#html#css#react2025 Reflection 2025-12-18 A look back at 2025." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.

Our crawl found a sitemap, a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.

Industry · Technology

Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

No inbound links found yet.

Domain Trust

Established authority for your domain.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

Forum and community discussion.

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 3.9/10, The Homepage of Scott Tolinski is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for The Homepage of Scott Tolinski: How-To

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.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/tolin-ski

Cite this score: Engagemii (2026). "AEO Score for The Homepage of Scott Tolinski." Retrieved from https://engagemii.com/aeo/brands/tolin-ski

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.