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GetWhys is the buyer validation platform built for product marketing and GTM teams who are shipping more content than ever and want to know it will actually land. AI changed how fast your team moves. It didn’t change how fast your buyers do. Most teams either skip validation entirely (trust the AI output, ship it, hope for the best) or run research so occasionally that what they’re working from is already stale. GetWhys is the layer that closes that gap. Every piece of content, every campaign, every sales conversation gets validated against real buyer intelligence before it leaves the building.

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What it does

Chat. Ask anything about your buyers, your category, or your competitors. Chat searches our buyer signal database, your uploaded data, and the open web, and writes a source-linked answer. Click any citation to see the underlying research interview. Message Testing. Paste in a draft. Pick a persona. See what’s landing, what’s not, and why, tied back to research. Validate before you ship instead of learning in public. Personas, Brand Voice, Messaging Frameworks. Encode your buyer model and your positioning once. They get applied automatically across Chat, Message Testing, and the MCP layer, so every output your team produces stays in your lane. Research Requests. When the buyer signal database doesn’t have what you need, our team runs new interviews. Unlimited. No per-project fee. 10 business days. You stop rationing research and start treating validation as a continuous discipline. MCP. GetWhys plugs into Claude, Cursor, Typeface, custom agents, and any other MCP-compatible tool your team uses. Buyer intelligence becomes the layer behind every AI workflow, not a tab someone opens when they remember to. Organization Data. Bring your sales calls, win/loss interviews, customer research, and internal docs. GetWhys searches them alongside our buyer signal database so the answers blend market truth with what your team already knows. Projects. Organize work around a launch, campaign, or competitive review. Each Project keeps its own conversations, artifacts, and messaging.

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Who it’s for

Product marketers. You’re the one defending positioning in the room. You need to bring verbatim buyer language to leadership, sales, and product, and you’re tired of being told to be “close to the customer” while every direct contact gets routed through three teams. GetWhys gives you on-demand buyer voice without the contact-protocol obstacle course. PMM leaders. Your team is shipping at AI speed. Sales is shipping. Even product is shipping copy. You need every output to reflect the positioning you’ve built without becoming the bottleneck for every piece of content that goes out the door. GetWhys lets you set the standard once and have it enforced everywhere. Marketing leaders. You’re accountable for the narrative but you’re not the one writing it anymore. Your team, your sellers, and the AI tools they’ve built are shipping messaging on your brand every day. GetWhys is how you scale your judgment without scaling your hours. The rest of the GTM team. Demand gen, content, sales enablement, customer marketing — anyone who has to produce work that resonates with a specific buyer.

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Why teams use it

Validation at AI speed. Research that keeps pace with execution. Not a quarterly exercise. A continuous layer across everything your team ships. Tool-agnostic intelligence. Your team already lives in Copilot, Claude, Typeface, and the agents they’ve built. Through MCP, GetWhys shows up wherever they already work — buyer intelligence is the layer every tool in the stack draws from automatically. Trust through citation. Every claim links to its source. When someone in the room asks “how do we know?”, you show them. Buyer signals over LLM guesses. A proprietary buyer signal database. Thousands of research interviews with niche B2B audiences, sourced, screened, and moderated by real people. No scraped reviews. No survey panels. No synthetic personas. This is the data that makes the validation meaningful instead of automated. No rationing. Research Requests are unlimited and included. You don’t think twice before validating something. Continuous validation, not occasional research.

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How GetWhys collects data

GetWhys runs original research interviews with software buyers, users, and implementers. Every interview is 45 to 60 minutes, conducted by a real person, with a real person. Sourced through expert networks, direct outreach, and our customer base.When Chat answers a question the buyer signal database hasn’t covered yet, it falls back on the underlying language model’s general knowledge. Those answers are useful for orientation, but the absence of citations is your signal to verify before acting, or to file a Research Request and get firsthand interviews. See Citations.