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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. KAT LEONARD (Kat & The MP3) just got measured.
4/10 means KAT LEONARD (Kat & The MP3) is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
Kat & The MP3’s sophomore album released November 2025: 32 minutes of melodic ridiculosity you won’t hear on mainstream radio. Words & Music by Kat Leonard Produced by THE iDENTiTY CRiSiS Mixed and Mastered by Benjamin Pelchat Album Cover by Michael Potter https://open.spotify.com/album/42lAfn39s7WuByGatt01J3 SYNTAX TECHNICIAN by Kat & The MP3 on Amazon Music Also available…
Industry: Media & Entertainment
katleonard.com1
Structured Data
5
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
4
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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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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Scored by Engagemii on June 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/katleonard
Cite this score: Engagemii (2026). "AEO Score for KAT LEONARD (Kat & The MP3)." Retrieved from https://engagemii.com/aeo/brands/katleonard
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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