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AI Visibility Scorecard

Tammy Kennington

Tammy Kennington

Unclaimed

tammykennington.substack.com Β· Media & Entertainment

Somewhat visible. AI bots can read Tammy Kennington, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

ChatGPT

#30,476 of 1,898,903 in Media & Entertainment for AI visibility

6.7

/10

AEO Score

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About Tammy Kennington

from our crawl and measurement

Tammy Kennington is a business whose own site puts it this way: "Lover of tea and time with the Lord| Women's nonfiction, children's, and romantic suspense author | Mental health coach | Educator. Click to read Tammy Kennington, a Substack...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places, missing in others.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry Β· Media & Entertainment
Last scored Β· Jul 31, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

4

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

3

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

AI Discoverability

2

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

8

Established authority for your domain.

Reference Presence

10

Recognized in AI knowledge graphs.

News & Press

10

Press and news coverage.

Community

10

Forum and community discussion.

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 6.7/10, Tammy Kennington has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Tammy Kennington: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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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/tammykennington-substack

Cite this score: Engagemii (2026). "AEO Score for Tammy Kennington." Retrieved from https://engagemii.com/aeo/brands/tammykennington-substack

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

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