Churn research service

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 customer success leaders at B2B subscription firms use it to solve "exit reasons are too shallow to inform product decisions"?
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. Answer one practical question using a bounded evidence set.
4. Measure, then decide. Track interview insight quality and tested improvements. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Begin with customer success leaders at B2B subscription firms and one recurring use case. Build the first two modules: plan exit interviews; preserve customer context. Provide operator assistance for the third module: compare stated reasons. Deliver churn evidence report and research backlog through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.

After the MVP. After paid pilots establish value, automate the remaining modules: examine timeline evidence; flag alternative explanations; propose product questions. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.

What the build depends on. A clear research protocol, source access, citation tracking and qualified interpretation. Interview work also needs relevant participants and consent management.

Pricing to test

Test USD 750-3,000 for one tightly bounded research question and evidence pack. Participant recruitment, specialist review and licensed data are separately scoped. Repeat tracking can become a retainer. Prices are hypotheses.

Message to test

Churn research service for customer success leaders at B2B subscription firms. Combines customer explanations with account chronology without assuming causation. Demonstrate the claim through an anonymized churn research brief.

Where to find buyers

Customer success consultants

Lead magnet

An anonymized churn research brief

The first 30 days

1. Week 1: interview five prospective buyers in this segment: customer success leaders at B2B subscription firms. Ask to see a recent example of the problem and their current process.
2. Week 2: prepare this demonstration using authorized or synthetic material: an anonymized churn research brief.
3. Week 3: present it through customer success consultants and seek one narrowly scoped paid pilot.
4. Week 4: review interview insight quality, tested improvements, total delivery effort and a concrete renewal decision before increasing scope.

Paid pilot

Answer one practical question using a bounded evidence set. Ask a domain expert to review citations and reasoning, identify contrary evidence and assess whether the deliverable supports the intended decision. For this solution, use authorized exit interviews and account history and evaluate churn evidence report and research backlog. Agree success thresholds with the buyer before starting; collect a baseline for interview insight quality, tested improvements. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.

Success metrics

Interview insight quality, tested improvements

Retention and expansion

Maintain the research question and evidence archive, offer follow-up studies and refresh important sources. Build repeat work around the buyer’s decision cycle.

Why clients would pick it

Niche research protocols, credible researcher relationships and a rights-cleared evidence archive with consistent interpretation methods. For this solution, build around combines customer explanations with account chronology without assuming causation. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.

Alternatives and positioning

Research consultants, internal analysts, literature databases and general search or summarization tools. Differentiate on this specific proposed advantage: combines customer explanations with account chronology without assuming causation. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.

Main delivery costs

Researcher time, source access, participant recruitment, transcription, evidence coding, expert review and report revisions.