For B2B demand-gen and growth marketing teams, WhyUser is a pre-launch testing platform that runs 50-300 AI agents modeled on real buyer data against your landing pages, ads, and emails before you spend budget.
Presence & Market Position
Tracked · below panel floor — earned mentions are accruing toward the next scored window.
Measures earned, engagement-weighted share of voice across the GTM voices panel. Methodology →
WhyUser is positioning itself as the rehearsal step B2B marketing has never had: a staging environment for campaigns and landing pages, sitting between the build and the launch. The product runs panels of 50 to 300 AI buyer agents built from a company's own sales calls, reviews, and community threads, then reports what would make a buyer walk away before spend goes out the door. It draws the comparison directly to how engineering rehearses in staging and sales rehearses a pitch. Public conversation about WhyUser is still early — a quieter footprint so far, consistent with a company incorporated in 2026 and known mainly through a small set of named demand-gen and RevOps customers.
Swan AI
Octave
Default
Spara
Persana AIngrok, Vectara
Work at WhyUser? Claim this profile to add customers and case studies.
Business Profile
WhyUser is a young company, incorporated in Sacramento, California in March 2026 under founder and CEO Durga Gokina. It is still in its early commercial phase: the public customer list is short and named — ngrok and Vectara, alongside undisclosed NDA design partners — the profile of a company validating its product with a handful of hand-picked accounts before a wider go-to-market push. No funding round, valuation, or headcount has been made public. The company remains independent, with its own founder still visibly driving onboarding and positioning rather than delegating that voice to a broader team.
Agent Readiness
Measures how easily your agents can build on it — API, MCP, CLI, SDK, docs depth. Methodology →
WhyUser's own product is built on panels of AI buyer agents, and the company has already shipped a headless API so that testing can run inside another workflow rather than only through its own interface. No public MCP server, SDK, or CLI is on file yet.
IS THIS YOUR BRAND?
Claim this profile
Fact-check your data, add context, and earn the verified badge — free, takes minutes, work email required.
Claim WhyUser →