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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. 4459 Innovations just got measured.
3/10 means 4459 Innovations is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.
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Industry: Technology
mpanel.app1
Structured Data
4
Content Structure
5
Entity Clarity
2
E-E-A-T Signals
5
Technical AEO
2
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 buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on July 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mpanel-app
Cite this score: Engagemii (2026). "AEO Score for 4459 Innovations." Retrieved from https://engagemii.com/aeo/brands/mpanel-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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