Usability research assistant

Buyer

Design teams running frequent user tests

Problem

Session evidence is difficult to turn into actionable findings.

Format

Research evidence workspace with reviewed deliverables

Also fits

Customer Support; Science and Research

USP

Observed behavior and source clips remain attached to every usability finding.

The product

Key screens: Session timeline, issue evidence, findings board. 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 session timeline, followed by issue evidence and findings board.

Core functionality

1. Tag observed struggles.
2. Link clips to tasks.
3. Separate observation from inference.
4. Group issues.
5. Capture researcher judgments.
6. Export findings.

Customer 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 test recordings and task definitions and finish with evidence-linked usability findings.

AI and human review

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.

What the customer puts in

Consented test recordings and task definitions

What the customer gets

Evidence-linked usability findings

Accounts and administration

Source provenance, participant consent where applicable, research questions, coding definitions, reviewer disagreements, citations and versioned conclusions.

MVP scope

Begin with design teams running frequent user tests and one recurring use case. Build the first two modules: tag observed struggles; link clips to tasks. Provide operator assistance for the third module: separate observation from inference. Deliver evidence-linked usability findings 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 is validated

After paid pilots establish value, automate the remaining modules: group issues; capture researcher judgments; export 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.

Build dependencies

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

Integrations and data access

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.

Defensibility

Niche research protocols, credible researcher relationships and a rights-cleared evidence archive with consistent interpretation methods. For this idea, build around observed behavior and source clips remain attached to every usability finding. 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: observed behavior and source clips remain attached to every usability finding. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.

Revenue model and test pricing

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.

Main delivery costs

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

Marketing message to test

Usability research assistant for design teams running frequent user tests. Observed behavior and source clips remain attached to every usability finding. Demonstrate the claim through an annotated task-based usability report.

Acquisition channels

User research agencies

Lead magnet

An annotated task-based usability report

The first 30 days of marketing

1. Week 1: interview five prospective buyers in this segment: design teams running frequent user tests. 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 annotated task-based usability report.
3. Week 3: present it through user research agencies and seek one narrowly scoped paid pilot.
4. Week 4: review reviewer agreement, issues reproduced, total delivery effort and a concrete renewal decision before increasing scope.

Paid pilot and validation

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 idea, use consented test recordings and task definitions and evaluate evidence-linked usability findings. Agree success thresholds with the buyer before starting; collect a baseline for reviewer agreement, issues reproduced. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.

Success metrics

Reviewer agreement, issues reproduced

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.

Operating controls and limitations

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.

Investment indication

What it would take to build, from a first MVP to the full product. A planning range to start the conversation, not a quote. Running costs (model usage, hosting, reviewer hours) come on top.

Brand style (concept)