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Roast
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. Roast just got measured.
6/10 means Roast is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Roast
Roast is an embeddable feedback widget for SaaS products. Collect video and text testimonials for a public Wall of Love with Praise Mode, and gamified critical feedback with Roast Mode — including paid feedback bounties that reward users for honest criticism, never for praise.
Key Topics
Details
Industry: Technology
roastnow.comAI Visibility Breakdown
8
Structured Data
9
Content Structure
6
Entity Clarity
3
E-E-A-T Signals
6
Technical AEO
3
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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roastnow
Cite this score: Engagemii (2026). "AEO Score for Roast." Retrieved from https://engagemii.com/aeo/brands/roastnow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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