By Use Case
This is the test-before-you-invest use case. AI x GTM lets you explore audience questions, pressure-test concepts, critique creative work, and practice customer conversations using built-in interactive sessions: multi-profile focus groups, configured one-on-one role-play, structured copy checks, brainstorm sessions, and persona-grounded content analysis.
Why It Helps
You have an idea, positioning angle, landing page, deck, or customer conversation to improve, but no fast way to pressure-test it. Traditional research takes weeks — a recruited focus group typically runs $4,000–$12,000 per group — while generic chatbot feedback often collapses different audiences into one agreeable perspective. You need target-profile-specific practice and directional validation before committing budget, without mistaking simulation for real customer evidence.
Why You'll Use It
Assemble one to five target audience profiles linked to your project and run a live, moderated discussion. Each participant is grounded in the profile traits most relevant to the topic. One profile leads an answer while others add distinct agreements, objections, caveats, examples, or priority shifts, so a multi-profile panel behaves like a conversation instead of returning five versions of the same generic response.
For each focus group, decide whether the panel should use product background, project strategy and goals, both, or neither. Add a brief, competitive context, constraints, or question framing, then optionally upload an image or a PDF of up to 10 pages. That lets you ask about the actual landing page, ad concept, presentation, pricing page, email, or campaign brief. Public web research is also available when current outside information is relevant, but it stays off by default.
Role-play turns one selected target audience profile into a configured conversation partner. Choose from 13 exercises spanning sales practice, customer research, message and experience testing, customer success, and a custom scenario. Set your objective and choose a receptive, realistic, or skeptical difficulty. The profile opens and stays in character, reveals information gradually, and waits until you request a transcript-based coaching debrief before evaluating the conversation.
Use copy-check when you want every target audience profile to evaluate the same website, landing page, positioning statement, or campaign concept and produce one consolidated report. Use Grade/Analyze Content when you want a deeper persona-grounded critique of a page, email, or competitor asset. Use a focus group when you want to probe and follow the conversation, and role-play when your own questions, claims, listening, or objection handling are part of what needs testing.
Focus groups produce a complete-session summary and an exportable transcript; role-play produces a coaching debrief tied to the selected exercise. Treat both as structured simulation: useful for generating hypotheses, exposing likely misunderstandings, improving materials, and preparing for real conversations. They do not prove demand or represent a recruited sample. Validate important conclusions with interviews, sales calls, surveys, analytics, campaign performance, and human judgment.
Content Cluster
GTM Planning For Everyone
As long as you have a url, an open mind, and a few minutes to spare, you can see for yourself if it's right for you — not because speed matters, but because demonstrating time-to-value does.
Participants come from the target audience profiles linked to your project. Each profile carries structured audience characteristics, and the session selects the traits most relevant to the discussion. You can assemble up to five profiles in one focus group.
Yes. Focus groups and role-play can use one PNG, JPG, WebP, or PDF as a visible session reference. PDFs may contain up to 10 pages. You can also add session-specific notes and, when appropriate, explicitly enable current public-web research.
Use role-play to practice one defined conversation with one profile — for example a discovery call, demo, interview, usability walkthrough, support escalation, or renewal. Use a focus group when you want to compare and probe reactions across as many as five profiles.
No. These are AI simulations grounded in your target audience profiles, not recruited customers or statistically representative research. Use them for directional feedback, rehearsal, and hypothesis generation, then validate important findings with real customers and market evidence.