GTM assumptions
ICP, segment priority, positioning memo, value proposition, pricing, packaging, channel choice, sales motion, launch goal, and success criteria.
GTM research workflow
AI Go To Market Research
Use AI go to market research to inspect ICP, buyer evidence, competitor context, positioning, channels, pricing assumptions, and GTM validation questions before rollout.
Built for scenario planning, not certainty. Every output should be reviewed against real evidence before an operating decision.
Scenario tape / illustrative
AI GTM research before launch spend
R1
Target buyersUrgency and fit mapped
R2
CompetitorsAlternatives and frames compared
R3
ChannelsSales motion risk ranked
Primary question
Who will buy?
Evidence gap
ICP proof
Next test
GTM validation
Input
ICP, market notes, competitors, channels
Engine
Buyer, competitor, and channel research map
Output
GTM evidence gaps and next tests
What to bring
Bring the evidence behind the GTM decision.
AI go to market research works best when the source material includes the target buyer, value proposition, competitor context, pricing logic, channel hypothesis, sales motion, and the evidence your team currently trusts.
Buyer and customer evidence
Customer interviews, sales calls, waitlist notes, support tickets, survey answers, usage notes, objections, and win-loss findings.
Market and competitor context
Competitor pages, alternative solutions, category language, pricing anchors, analyst notes, partner notes, procurement norms, and switching barriers.
Where it earns its keep
Turn GTM uncertainty into research questions.
A GTM plan can sound complete while the evidence underneath it is thin. MiroFish helps teams inspect the buyer, competitor, channel, pricing, and proof assumptions before testing or rollout begins.
ICP evidence01
Find which buyer segment has the clearest reason to act.
Map urgency, buying trigger, switching motive, budget pressure, and objection patterns across target segments.
Positioning risk02
See how competitors and alternatives may frame the offer.
Compare category language, substitute choices, pricing anchors, proof claims, and the counter-positioning buyers may hear.
Channel fit03
Identify which GTM motion needs proof first.
Inspect sales, partner, product-led, paid, community, and outbound assumptions so the next GTM test is specific.
GTM research needs buyer evidence, competitor context, and channel assumptions.
MiroFish turns source material into a map of buyers, competitors, channels, objections, incentives, constraints, and proof gaps, then ranks the questions that should be tested before GTM spend scales.
Stage 1
Ground the scenario
Upload source material and define the decision, event, or message you want to test.
Stage 2
Build the actor graph
Map the people, groups, incentives, constraints, and memory that shape the reaction.
Stage 3
Run reaction rounds
Let the simulated actors respond over multiple rounds so the second-order path appears.
Stage 4
Question the report
Review the trajectory, risks, weak assumptions, and what evidence would change the conclusion.
What the report should answer
The report should sharpen the GTM research agenda.
- Which ICP or segment has the strongest evidence and weakest proof
- Which buyer objection or switching barrier should be researched first
- Which competitor frame or alternative may shape the GTM story
- Which pricing, channel, or sales motion assumption creates risk
- Which interview, landing page, pricing, channel, or sales test should run next
Boundary conditions
Not a revenue oracle.
- Not guaranteed pipeline, conversion, revenue, or retention prediction
- Not a substitute for interviews, sales calls, experiments, analytics, or field research
- Not live market monitoring unless current sources are uploaded
- Not useful when the ICP, offer, market question, or GTM motion is undefined
Why MiroFish
AI go to market research should expose evidence gaps, not just write GTM advice.
Generic AI can summarize a GTM memo. MiroFish connects buyer evidence, competitor context, channel assumptions, pricing pressure, and proof gaps so the team knows what to validate next.
Research input
Generic AI
Summarizes GTM notes
MiroFish
Maps ICP, evidence, competitors, channels, pricing, and constraints
Buyer view
Generic AI
One broad customer profile
MiroFish
Segment-specific urgency, objections, alternatives, and proof needs
Next action
Generic AI
General GTM checklist
MiroFish
Prioritized research questions and GTM validation tests
FAQ
AI go to market research, before GTM testing or rollout.
Use it when the team needs to understand buyer evidence, competitor context, positioning, channels, pricing, and GTM validation questions before deciding what to test.
What is AI go to market research?+
AI go to market research uses source material about buyers, competitors, positioning, pricing, channels, and sales motion to expose GTM assumptions, evidence gaps, and validation questions before rollout.
How is this different from go-to-market testing?+
AI go to market research organizes the evidence and finds the most important unknowns. Go-to-market testing turns those unknowns into customer interviews, landing page tests, pricing checks, sales tests, or channel experiments.
How is this different from go-to-market simulation?+
Go-to-market simulation rehearses how a defined GTM plan may react under buyer, channel, pricing, and competitor pressure. AI go to market research happens earlier and asks what evidence the plan is built on.
What should I upload?+
Upload a GTM memo, ICP notes, positioning draft, pricing proposal, sales notes, customer interviews, waitlist feedback, competitor research, channel plan, landing page, or campaign brief.
Who should use it?+
Founders, product marketers, growth teams, sales leaders, RevOps teams, researchers, and strategy teams can use it before market entry, launch planning, repositioning, pricing changes, or channel expansion.
Related simulation paths
Follow the risk into the next decision.
Most decisions do not stay inside one category. These adjacent use cases help teams test the next market, customer, or public reaction path.
GTM testing
Go To Market Testing
Turn GTM assumptions into buyer, pricing, channel, and proof tests before launch spend.
Open Go To Market TestingGTM strategy
Go To Market Simulation
Simulate buyer reaction, channel friction, pricing pressure, and competitor response before rollout.
Open Go To Market SimulationPre-launch research
Pre Launch Market Research
Turn buyer demand, market signals, competitor context, and positioning assumptions into pre-launch research questions.
Open Pre Launch Market ResearchResearch before GTM spend
Find the GTM evidence gaps before rollout.
Bring the ICP, GTM memo, customer evidence, competitor research, pricing context, and channel notes. MiroFish will turn them into AI go to market research and validation questions your team can inspect.
Start GTM research