Write a falsifiable acquisition hypothesis
For feature flag software, test whether developers and on-call staff controlling feature exposure experience a costly enough problem when rolling back a feature requires redeploying the entire application to consider a bounded change. The decision owner hypothesis is an engineering manager responsible for controlled releases, and a possible trigger is that the product needs a staged rollout to a limited customer cohort.
The current alternative, environment variables and conditional branches maintained by hand, is the comparison point. Your experiment should discover whether the proposed workflow earns adoption despite switching effort. It should not treat a compliment about the product as proof of demand.
Run a bounded experiment
An example planning window is one week, but the buyer's availability and implementation needs determine the actual timing. Agree on a manageable number of conversations with the team running the test. That number is a planning choice, not an expected conversion rate.
| Stage | Action | Record |
|---|---|---|
| Prepare | Define the scope needed to rehearse a cohort rollout and rollback in a test environment with a documented default. | Inputs, access, owner, time boundary, and stop conditions. |
| Research | Use "feature flags" "environment variables" and inspect the original source. | Source, date, observed problem, and unresolved questions. |
| Discover | What happens when the flag service is unavailable? | The actual workflow and cost of the current workaround. |
| Check feasibility | Who can change exposure, and how will stale flags be removed? | Confirmed requirements and unsupported needs. |
| Evaluate | Check whether an authorized operator changes exposure and confirms the intended cohort behavior. | A verifiable event, a blocked attempt, or an explicit refusal. |
Set decision rules before reviewing results
A refusal, failed pilot, or invalid hypothesis can be a useful result. Preserve it. Do not replace inconvenient outcomes with a different success definition after the experiment finishes.
- Continue the pilot only when its critical dependency is resolved: fallback behavior, change history, and SDK support need testing in the actual application.
- Stop pursuing a poor-fit account when it belongs to teams whose stack or latency requirements are unsupported.
- If the problem is not recognized in specific examples, revise the audience hypothesis.
- If the problem is recognized but implementation blocks the pilot, revise scope or capability assumptions.
- If the pilot runs, verify the value event: an authorized operator changes exposure and confirms the intended cohort behavior.
- If value occurs but the buyer will not continue, investigate the recurring need and the proposed commercial terms.
Keep a learning record another person can review
Use the illustrative signal “We want to enable a feature for a few accounts and turn it off quickly if it fails. Our environment variable approach is getting messy.” to practice the distinction between evidence and inference before reviewing real records. By contrast, A request for an experiment platform that does not describe release control. cannot establish the same buying intent.
Record what you planned, what actually happened, the source for each observation, and the decision you made. Keep invitations separate from replies and paid outcomes separate from expressed interest. DemandBolt's project and research workflows can hold the context while you decide the next experiment; the software does not guarantee that an experiment succeeds.
About these playbooks and examples
Prepared by DemandBolt with AI assistance as practical planning resources for people building and selling software. The category scenarios and message examples are illustrative, not quotations from real prospects or claims of customer results. Adapt the hypotheses to your product, verify original sources, and review capabilities before making an offer.
The workflow follows our first-customer guide and buying-signal review method. Our PyInvesting and Rae records distinguish actual internal work from targets. Published .