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AI Visibility Scorecard

Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos

Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos

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colbymclemore.com · Media & Entertainment

Borderline visible. AI bots can crawl Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos, 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

#874,810 of 1,907,626 in Media & Entertainment for AI visibility

4.8

/10

AEO Score

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About Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos

from our crawl and measurement

Knoxville Commercial and Headshot Photographer is a Knoxville, TN business whose own site puts it this way: "Knoxville photographer and videographer Colby McLemore creates striking, internationally award-winning commercial and portrait photography." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.

On its own pages the site does well on structured data describing the business, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a workable page structure, a few credibility markers and basic crawler access.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, 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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Media & Entertainment
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 4.8/10, Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos: 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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/colbymclemore

Cite this score: Engagemii (2026). "AEO Score for Knoxville Commercial and Headshot Photographer | Colby's Photos & Videos." Retrieved from https://engagemii.com/aeo/brands/colbymclemore

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

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