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MoeVox
Get research data to back your SEO and GEO content
MoeVox turns a research question into citable research data for your SEO and GEO content. Describe what you want to learn: MoeVox writes the survey, and AI respondents grounded in 100,000 real U.S. Census records answer it. In about 2 minutes you get a structured report — the winning option, how many chose it, the drivers behind each answer, and the top concerns. Every report has a public link you can cite, plus raw sample data in Excel or JSON. Free plan: 100 credits, no card needed.
Hi Product Hunt 👋
I kept running into the same wall. I wanted a number I could actually put in a piece — how many people prefer X over Y, and why the rest said no — and the only two options were "make it up with an LLM" or "$3,500 for a real panel."
So I built MoeVox.
You describe the question and the audience. MoeVox writes the survey (single choice, scale, open text), then ~1,000 AI respondents answer it. Each respondent is built from a record in the U.S. Census Bureau's ACS PUMS dataset, not invented from thin air, so every figure comes with demographics attached. About two minutes later you get a structured report: the winner, the response distribution, the drivers behind each option, and the top concerns in the respondents' own words.
Then you can cite it. Every report has a public link, and the raw sample data downloads as Excel or JSON — that part matters to me, because a stat you can't audit is just a nicer-sounding guess.
Two honest caveats: this is AI-simulated response, not a human panel, so treat it as directional evidence and use it where you'd otherwise be guessing. And we're U.S.-population based today.
I'd love feedback on the report format — what's missing when you'd actually paste a number into your draft? Happy to answer anything.
About MoeVox on Product Hunt
“Get research data to back your SEO and GEO content”
MoeVox was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #122 on the daily leaderboard. MoeVox turns a research question into citable research data for your SEO and GEO content. Describe what you want to learn: MoeVox writes the survey, and AI respondents grounded in 100,000 real U.S. Census records answer it. In about 2 minutes you get a structured report — the winning option, how many chose it, the drivers behind each answer, and the top concerns. Every report has a public link you can cite, plus raw sample data in Excel or JSON. Free plan: 100 credits, no card needed.
On the analytics side, MoeVox competes within Marketing, SEO and Artificial Intelligence — topics that collectively have 987k followers on Product Hunt. The dashboard above tracks how MoeVox performed against the three products that launched closest to it on the same day.
Who hunted MoeVox?
MoeVox was hunted by Alex Li. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of MoeVox including community comment highlights and product details, visit the product overview.
Alex Li