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Gumroad
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. Gumroad just got measured.
4/10 means Gumroad 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 Gumroad
You're looking for your first software engineering job. Maybe you're graduating college or maybe you've decided to switch careers. Maybe you're finishing up at a coding bootcamp or maybe you taught yourself how to code.You've come to the right place.Getting a job is hard. Getting the right job is harder. How do I know which companies and positions to apply for? How do I get an interview? How do I prepare for my interviews? How do I look for red flags that should turn me away from a company? How do I navigate one or more offers? But once you've gotten the job, the fun is just beginning. Now you
Details
Industry: Technology
runningstart.devAI Visibility Breakdown
3
Structured Data
4
Content Structure
5
Entity Clarity
5
E-E-A-T Signals
6
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 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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/runningstart-dev
Cite this score: Engagemii (2026). "AEO Score for Gumroad." Retrieved from https://engagemii.com/aeo/brands/runningstart-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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