Win-loss research studio
Internal explanations of deals differ from buyers' actual reasons. Independent buyer evidence separated from sales team assumptions.
01The offer
For product marketing leads at B2B vendors, turn consented buyer interviews and confirmed deal context into win-loss evidence report. Address the recurring problem: internal explanations of deals differ from buyers' actual reasons. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Product marketing leads at B2B vendors
- Takes in
- Consented buyer interviews and confirmed deal context
- Delivers
- Win-loss evidence report
- Message
- Win-loss research studio for product marketing leads at B2B vendors. Independent buyer evidence separated from sales team assumptions. Demonstrate the claim through an anonymized buyer decision study.
- Lead magnet
- An anonymized buyer decision study
02How it works
- Recruit willing buyers
- Prepare neutral questions
- Capture decision criteria
- Preserve contradictory views
- Compare segments
- Propose testable changes
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 consented buyer interviews and confirmed deal context and finish with win-loss evidence report.
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: Interview studies, decision themes, evidence report. 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 interview studies, followed by decision themes and evidence report.
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: independent buyer evidence separated from sales team assumptions. 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 independent buyer evidence separated from sales team assumptions. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Sales 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: internal explanations of deals differ from buyers' actual reasons.
05Proof & signals
Channels where buyers gather: Product marketing consultants. Metrics that prove it works: Buyer participation, validated improvements.
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 consented buyer interviews and confirmed deal context and evaluate win-loss evidence report. Agree success thresholds with the buyer before starting; collect a baseline for buyer participation, validated improvements. 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 product marketing leads at B2B vendors and one recurring use case. Build the first two modules: recruit willing buyers; prepare neutral questions. Provide operator assistance for the third module: capture decision criteria. Deliver win-loss evidence report 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: product marketing leads at B2B vendors. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: an anonymized buyer decision study. Week 3: present it through product marketing consultants and seek one narrowly scoped paid pilot. Week 4: review buyer participation, validated improvements, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: preserve contradictory views; compare segments; propose testable changes. 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 sales collateral, CRM records and product or pricing information. 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: recruit willing buyers; prepare neutral questions. Manual review in the loop. | 3 days | $6,500 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 4 days | $6,500 |
| Full product | Remaining modules: preserve contradictory views; compare segments; propose testable changes. Self-serve onboarding, billing, monitoring and the wider integration set. | 7 days | $9,000 |
| Total | $22,000 | ||
| 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
Keep product capabilities and commercial terms verified. Use authorized customer records and require review before outreach, promises or pricing exceptions. 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.