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GatherHQ: An API for how buyers think (built for agents and teams)

AI that interviews real people and builds living models agents (and humans) can query.

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YC · launched Oct 26, 2026 · 4 upvotes (top 83%)

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Could you build this?

Partial The API, dashboards, and Slack and MCP integrations are vibe-codeable. The defensible part, a panel of real respondents and a proprietary buyer-research dataset, is not something a solo builder can replicate with code alone.

What it would actually take: The software layer would be a web app, REST and MCP endpoints, and a Slack bot backed by an LLM and a vector store of interview data. The hard parts are recruiting and paying real buyer respondents at scale, running consistent AI-moderated interviews, and building a model that improves from that data. That takes research-operations capacity, incentive budgets, and years of accumulated interview data.

Competitors

Other products that read as similar to this one : 3175 launches clear the similarity bar, closest 8 shown.

Attention rank: #2635 of 3176 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 362 days after the earliest competitor.

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