Work
What actually happens in fourteen days.
Engagements are confidential by default. Rather than publish anonymised claims we cannot evidence, we publish the process in full so you can judge it before you buy.
Timeline
Engagement sequence.
- Day 0Kickoff. Category, buyers, competitors and commercial objective confirmed.
- Days 1–4Intent mapping and prompt-family construction. Measurement plan agreed.
- Days 4–9Repeated cross-model observation. State classification and source mapping.
- Days 9–12Diagnosis: factual consistency, entity resolution, technical accessibility.
- Days 12–14Prioritized roadmap, measurement plan handover, executive briefing.
Deliverables
What lands on your desk.
A measurement record, a diagnosis, a sequence of interventions, and a plan you can keep running without us.
Case studies published only with client permission
- Observation record: every prompt, model, timestamp and classified state
- Competitive answer-share comparison across the measured intent set
- Source and citation map, split by what you control and what you do not
- Factual-consistency findings across your own and third-party sources
- Technical accessibility assessment
- Prioritized intervention roadmap with expected effect and cost
- Repeatable measurement plan
- Executive briefing session