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reopt Handbook
reopt Handbook
Agentic MVP

Core Concepts

PrinciplesHypothesisExperiment DesignExperiment Types

Agentic Operations

Claude OSContext Pack7-Day Sprint

Measurement and Quality

AnalyticsQuality and Safety

Launch and Decisions

Go-to-MarketDecisionTemplates

Appendix

UpdatesVerification Report
Handbook›Agentic MVP›Go-to-Market
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Go-to-Market

Launch MVP experiments through controlled channels that produce interpretable signal.

Key takeaways

  • Match the launch plan to the hypothesis; a broad launch creates noise before the team knows which signal matters.
  • Pick channels by fit: founder outbound for high-context B2B, paid search/social for offer and channel economics, partner lists for warm validation.
  • A launch brief sets audience, message, CTA, volume, guardrail, and response plan before traffic arrives.
  • Keep launches interpretable: one primary message per cohort, tracked source and campaign version, and objections recorded in user language.

The launch plan should match the hypothesis. A broad launch can create noise before the team knows which signal matters.

Launch Channels

ChannelBest forWatch out
Founder outboundHigh-context B2B validationSmall sample, relationship bias
Community postProblem language and early demandComment interest may not convert
Paid search/socialOffer and channel economicsRequires clean landing and tracking
Content testEducation-heavy productsSlow feedback loop
Partner/customer listWarm validationExisting trust can inflate signal

Launch Brief

FieldDecision
AudienceWho sees the test first
MessageWhat problem and promise are emphasized
CTAWhat behavior counts as signal
VolumeHow much traffic or outreach is enough
GuardrailWho should not see the test
Response planWhat happens when users reply

Interpretable Launch

  • Use one primary message per cohort.
  • Track source and campaign version.
  • Keep early traffic quality visible.
  • Record objections in user language.
  • Do not over-optimize before the first decision.

Related docs

Experimentation

New Brand Marketing Strategy · Turn marketing ideas into controlled tests with hypotheses, guardrails, and decisions.

Experiment Design

Choose the right MVP experiment and define success criteria before building.

7-Day Sprint

A one-week operating rhythm for agentic MVP experiments.

Social Media

New Brand Marketing Strategy · Define channel roles, cadence, community behavior, and proof for social distribution.

Performance Marketing

New Brand Marketing Strategy · Run paid acquisition as a controlled learning system, not only a spend channel.

Quality and Safety

Define the minimum quality bar for MVPs that real users will touch.

Decision

Convert MVP evidence into iterate, pivot, pause, or scale decisions.

On this page

Launch ChannelsLaunch BriefInterpretable Launch