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Todd K. Edwards
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. Two-thirds of websites are invisible to them. Todd K. Edwards just got measured.
6/10 means Todd K. Edwards is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Todd K. Edwards
The Workshop of Todd K. Edwards — founder & product builder with 15+ years in instructional design. Censr, PorchLite, allay, Vōch, Pitchbird & Pedagrade. I build things people feel.
Key Topics
Details
Industry: Technology
toddkedwards.comAI Visibility Breakdown
3
Structured Data
8
Content Structure
7
Entity Clarity
6
E-E-A-T Signals
7
Technical AEO
6
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on July 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/toddkedwards
Cite this score: Engagemii (2026). "AEO Score for Todd K. Edwards." Retrieved from https://engagemii.com/aeo/brands/toddkedwards
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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