Solution Database / Product Development
Concept testing coordination
Early feedback comes from convenient rather than relevant participants. Real customer evidence with participant relevance and purchase signals documented.
01The offer
For product teams considering a new offering, turn concept materials, participant criteria and consent records into concept testing report. Address the recurring problem: early feedback comes from convenient rather than relevant participants. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Product teams considering a new offering
- Takes in
- Concept materials, participant criteria and consent records
- Delivers
- Concept testing report
- Message
- Concept testing coordination for product teams considering a new offering. Real customer evidence with participant relevance and purchase signals documented. Demonstrate the claim through a small concept test with qualified participants.
- Lead magnet
- A small concept test with qualified participants
02How it works
- Define participant criteria
- Prepare neutral questions
- Coordinate real sessions
- Collect reactions
- Distinguish interest from commitment
- Synthesize findings
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 concept materials, participant criteria and consent records and finish with concept testing 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: Recruitment brief, study sessions, evidence synthesis. 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 recruitment brief, followed by study sessions and evidence synthesis.
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: real customer evidence with participant relevance and purchase signals documented. 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 real customer evidence with participant relevance and purchase signals documented. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Product Development 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: early feedback comes from convenient rather than relevant participants.
05Proof & signals
Channels where buyers gather: Research recruitment partners. Metrics that prove it works: Participant relevance, validated learning.
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 concept materials, participant criteria and consent records and evaluate concept testing report. Agree success thresholds with the buyer before starting; collect a baseline for participant relevance, validated learning. 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 teams considering a new offering and one recurring use case. Build the first two modules: define participant criteria; prepare neutral questions. Provide operator assistance for the third module: coordinate real sessions. Deliver concept testing 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 teams considering a new offering. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: a small concept test with qualified participants. Week 3: present it through research recruitment partners and seek one narrowly scoped paid pilot. Week 4: review participant relevance, validated learning, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: collect reactions; distinguish interest from commitment; synthesize findings. 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
Product feedback, authorized interviews, usage exports and requirement records. 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: define participant criteria; prepare neutral questions. Manual review in the loop. | 3 days | $7,000 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 4 days | $7,000 |
| Full product | Remaining modules: collect reactions; distinguish interest from commitment; synthesize findings. Self-serve onboarding, billing, monitoring and the wider integration set. | 8 days | $10,000 |
| Total | $24,000 | ||
| 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
Use consented research and preserve contradictory evidence. Separate observed user behavior, proposed explanations and untested product assumptions. 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.