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AI Visibility Scorecard

John Toskey Consulting

John Toskey Consulting

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toskey.com · Professional Services

Borderline visible. AI bots can crawl John Toskey Consulting, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#256,102 of 318,128 in Professional Services for AI visibility

3.3

/10

AEO Score

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About John Toskey Consulting

from our crawl and measurement

John Toskey Consulting is a business whose own site puts it this way: "John Toskey has over 25 years of digital marketing and merchandising experience, working with brands like eBay, Affirm, Opera Software, Blue Nile and more." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.

On its own pages the site does well on a clear heading structure. It is passable on some structured data, a partly stated business identity and basic crawler access. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

Industry · Professional Services
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

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 3.3/10, John Toskey Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for John Toskey Consulting: 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/toskey

Cite this score: Engagemii (2026). "AEO Score for John Toskey Consulting." Retrieved from https://engagemii.com/aeo/brands/toskey

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

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