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Product Design and Development
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. Product Design and Development just got measured.
5/10 means Product Design and Development 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.
About Product Design and Development
Hatch is a product design and development firm with USA contract manufacturing built to efficiently deliver inspired product development services for those who are ready to hatch new innovations.
Key Topics
Details
Industry: Technology
hatch-pd.comAI Visibility Breakdown
3
Structured Data
8
Content Structure
7
Entity Clarity
3
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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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 June 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hatch-pd
Cite this score: Engagemii (2026). "AEO Score for Product Design and Development." Retrieved from https://engagemii.com/aeo/brands/hatch-pd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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