Research survey branch tester

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

1. Pick the riskiest assumption. Here: will survey research teams use it to solve "questionnaire branches hide unreachable or contradictory paths"?
2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
3. Run a paid pilot. Agree the acceptance criteria, input limits and reviewer responsibilities before starting.
4. Measure, then decide. Track broken routing paths; reviewer correction minutes; buyer acceptance and repeat purchase. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: One organization, one defined input format and one representative pilot batch using approved questionnaires and routing rules. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: map response branches; generate synthetic paths. Support the third task through an assisted review queue: flag logic conflicts. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of researcher-reviewed routing test pack. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

After the MVP. After paying customers repeatedly accept researcher-reviewed routing test pack, automate link proposed outputs to original source records; capture reviewer corrections and approval; export a versioned researcher-reviewed routing test pack. Add one tested read integration, reusable customer configuration and scheduled repeat delivery. Increase supported formats or teams only when evaluation cases and reviewer capacity cover the new scope. One organization, one defined input format and one representative pilot batch using approved questionnaires and routing rules. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.

What the build depends on. Authorized technical access, suitable test environments, documented APIs or schemas, secrets management, meaningful checks and recovery procedures. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: One organization, one defined input format and one representative pilot batch using approved questionnaires and routing rules. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype.

Pricing to test

Test USD 1,000-4,000 for one bounded implementation or technical review, then USD 200-1,000 monthly for defined maintenance. Hosting, vendor fees and major feature changes are separate. Prices are hypotheses. For this buyer, package the first sale around prepare a sample researcher-reviewed routing test pack from a small authorized set of approved questionnaires and routing rules and the defined researcher-reviewed routing test pack. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Deterministic survey flow checks before recruitment. Demonstrate the result with prepare a sample researcher-reviewed routing test pack from a small authorized set of approved questionnaires and routing rules for survey research teams. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

University research offices and scientific data communities

Lead magnet

Prepare a sample researcher-reviewed routing test pack from a small authorized set of approved questionnaires and routing rules

The first 30 days

1. Week 1: interview five prospective buyers from survey research teams and inspect how they handle questionnaire branches hide unreachable or contradictory paths.
2. Week 2: prepare prepare a sample researcher-reviewed routing test pack from a small authorized set of approved questionnaires and routing rules using authorized or synthetic material.
3. Week 3: share the demonstration through university research offices and scientific data communities and seek one bounded paid pilot.
4. Week 4: measure broken routing paths; reviewer correction minutes; buyer acceptance and repeat purchase, review delivery effort and ask for a repeat purchase. This is a validation schedule, not a promise that the full product can be built in thirty days.

Paid pilot

Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run prepare a sample researcher-reviewed routing test pack from a small authorized set of approved questionnaires and routing rules and deliver researcher-reviewed routing test pack. Compare broken routing paths; reviewer correction minutes; buyer acceptance and repeat purchase with the buyer's current process on comparable cases; include corrections, missed issues and reviewer time. Seek payment and repeat use. Stop or revise the scope if data access, accuracy or unit economics fail.

Success metrics

Broken routing paths; reviewer correction minutes; buyer acceptance and repeat purchase

Retention and expansion

Build repeat use around researcher-reviewed routing test pack. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on broken routing paths; reviewer correction minutes; buyer acceptance and repeat purchase. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.

Why clients would pick it

Reliable niche implementations, integration knowledge, representative tests and ongoing operational responsibility. For this concept, accumulate permissioned examples and reviewer corrections around deterministic survey flow checks before recruitment. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Developers, system integrators, existing automation products and internal engineering work. Position this concept around deterministic survey flow checks before recruitment. Compare it against the customer's current process on the same representative task. This is proposed differentiation; no exhaustive competitor study or uniqueness claim has been established.

Main delivery costs

Engineering, testing, cloud execution, third-party API fees, monitoring, incident response and vendor-change maintenance. Initial validation additionally budgets for representative sample preparation, interviews with survey research teams, and qualified domain review of researcher-reviewed routing test pack. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.