Customer research synthesis
Research interviews produce notes without clear positioning implications. Customer wording and contradictory evidence remain visible in strategic recommendations.
01The offer
For brand strategists at small consumer businesses, turn authorized customer interviews and review exports into research synthesis and positioning options. Address the recurring problem: research interviews produce notes without clear positioning implications. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Brand strategists at small consumer businesses
- Takes in
- Authorized customer interviews and review exports
- Delivers
- Research synthesis and positioning options
- Message
- Customer research synthesis for brand strategists at small consumer businesses. Customer wording and contradictory evidence remain visible in strategic recommendations. Demonstrate the claim through a customer-language insight report.
- Lead magnet
- A customer-language insight report
02How it works
- Tag customer situations
- Extract recurring language
- Preserve outliers
- Compare segments
- Formulate positioning hypotheses
- Link each hypothesis to evidence
Workflow
Agree the decision and research questions, define permitted sources or participants, collect evidence, code findings, compare supporting and contradictory material, review interpretations, and deliver a cited brief with next questions. Start with authorized customer interviews and review exports and finish with research synthesis and positioning options.
AI and people
Assist with retrieval, transcription, structured extraction and thematic synthesis. Preserve source passages and methodological context. Human researchers validate inclusion, quotations and conclusions. Use real participants when customer research is required.
Screens
Key screens: Research questions, evidence themes, positioning options. Organize work by research question. Show a source library, an evidence matrix and a draft findings panel with linked quotations. Keep contradictory findings and unanswered questions visible. Allow reviewers to inspect the original context before accepting an interpretation. In this product, the first view is research questions, followed by evidence themes and positioning options.
Admin
Source provenance, participant consent where applicable, research questions, coding definitions, reviewer disagreements, citations and versioned conclusions.
03Market gap
Alternatives buyers use today
Research consultants, internal analysts, literature databases and general search or summarization tools. Differentiate on this specific proposed advantage: customer wording and contradictory evidence remain visible in strategic recommendations. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Where this wins
Niche research protocols, credible researcher relationships and a rights-cleared evidence archive with consistent interpretation methods. For this solution, build around customer wording and contradictory evidence remain visible in strategic recommendations. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Marketing teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: research interviews produce notes without clear positioning implications.
05Proof & signals
Channels where buyers gather: Brand strategy consultants. Metrics that prove it works: Evidence coverage, hypotheses tested.
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 customer interviews and review exports and evaluate research synthesis and positioning options. Agree success thresholds with the buyer before starting; collect a baseline for evidence coverage, hypotheses tested. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.
06Execution plan
MVP
Begin with brand strategists at small consumer businesses and one recurring use case. Build the first two modules: tag customer situations; extract recurring language. Provide operator assistance for the third module: preserve outliers. Deliver research synthesis and positioning options 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.
First 30 days
Week 1: interview five prospective buyers in this segment: brand strategists at small consumer businesses. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: a customer-language insight report. Week 3: present it through brand strategy consultants and seek one narrowly scoped paid pilot. Week 4: review evidence coverage, hypotheses tested, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: compare segments; formulate positioning hypotheses; link each hypothesis to evidence. 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.
Retention
Maintain the research question and evidence archive, offer follow-up studies and refresh important sources. Build repeat work around the buyer’s decision cycle.
Integrations
Approved brand material, campaign exports and authorized customer research. Permitted research libraries, interview recording imports, citation exports and document editors. Preserve original source metadata throughout the workflow. These are candidate integration categories, not verified supported connectors.
07Investment and running costs
| Phase | Scope | Time | Budget |
|---|---|---|---|
| MVP | One buyer segment, one recurring use case; first modules: tag customer situations; extract recurring language. Manual review in the loop. | 4 days | $7,500 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 5 days | $8,000 |
| Full product | Remaining modules: compare segments; formulate positioning hypotheses; link each hypothesis to evidence. Self-serve onboarding, billing, monitoring and the wider integration set. | 8 days | $11,000 |
| Total | $26,500 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $30–$60 | $80–$160 | $110–$220 |
| Full product (about 50 customers) | $110–$210 | $880–$1,750 | $990–$1,960 |
Revenue model 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.
Cost drivers
Researcher time, source access, participant recruitment, transcription, evidence coding, expert review and report revisions.
Safeguards
Verify product claims and permissions. Distinguish observed campaign results from causal explanations and keep customer data collection authorized. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.
Take it further
Concept proposal expanded from the 315-solution conversation. Demand, pricing, differentiation, build scope and integration feasibility are hypotheses, not verified market findings. Category link is inspiration rather than evidence of business viability.