Agency Research Margin Calculator: AI-Moderated vs Traditional
By Kevin, Founder & CEO
Agency profitability in research services comes down to three variables: cost per study, client price per study, and studies per year. AI-moderated platforms transform all three.
The AI-moderated study costs the client 70% less, delivers 67% more interviews, and generates higher agency margin in absolute dollars.
Annual Profitability Model
3-Person Team, Traditional:
Studies/year: 20
Average margin: $4,500/study
Annual gross profit: $90,000
Revenue per team member: $150,000
3-Person Team, AI-Moderated:
Studies/year: 80
Average margin: $4,000/study
Annual gross profit: $320,000
Revenue per team member: $400,000
The AI model delivers 3.5x more gross profit from the same team. The efficiency gain comes from eliminating moderation scheduling, recruitment coordination, and manual transcription/coding from the agency workload.
Your research informs million-dollar decisions — we built User Intuition so you never have to choose between rigor and affordability. We price at $20/interview not because the research is worth less, but because we want to enable you to run studies continuously, not once a year. Ongoing research compounds into a competitive moat that episodic studies can never build.
Traditional agency research delivers 15-25% gross margins per study. AI-moderated research on the same client engagement delivers 50-70% gross margins. The difference comes from the dramatic reduction in moderator time, transcription, and recruitment costs, while client-facing pricing remains at or near traditional levels during the transition period.
A three-person research team generating $72,000-$108,000 in annual gross profit under traditional models can generate $240,000-$400,000 under AI-moderated models — without adding headcount. The revenue multiplier comes from a combination of higher margins per study and the capacity to run 3-4x more studies annually with the same team.
The margin advantage is present at every scale but compounds most dramatically at volume. A single 50-interview study shows meaningful margin improvement, but a retainer running 200+ interviews per quarter shows margin gains that are structural — the fixed cost base stays flat while revenue scales with study volume, creating an increasingly favorable unit economics curve.
User Intuition's transparent per-interview pricing ($20 for audio, $40 for video) gives agencies a fixed cost input for financial modeling. Agencies can project exact gross margins per engagement before committing, then work backward from target margins to set client-facing pricing — a level of financial predictability that's impossible with variable moderator hourly rates.
