How CURI AI compares
COMPARISON
Where CURI sits
Research firms, panel tools, data platforms, and influencer agencies each own one piece of this. We run the whole line.
| Category | Research firms | AI research / panel | Data intelligence | KOL / influencer | CURI AI |
|---|---|---|---|---|---|
| Research depth | Surveys, focus groups and 1:1 depth interviews | AI voice interviews | Your existing data | Audience and content data | 1:1 AI voice interviews, hundreds at once |
| Why-probing | Researcher-led | Dynamic follow-ups | Inferred from history | Post-campaign read | Real-time follow-ups |
| Panel reach | Fixed panel | Strong global panel | None | Creator audiences | Recruited per study, global |
| Sales conversion | Report and recommendations | Findings only | Decision support | Seeding to purchase | Interview to buyer, one system |
| Cost | Design, recruiting, analysis billed | Below traditional research | Build and customization | Creator and campaign fees | ~90% below traditional research |
| Speed | Weeks per project | Fast recruit and interview | Needs data integration | Casting, production, launch | Design to analysis in ~1 day |
SOURCE: CURI AI CATEGORY REVIEW, 2026
FAQ
Questions we get
How is this different from a research firm?
A research firm hands you findings. We take what the interviews prove and run the next step with it: creator and partner sourcing, marketing, sales. Research is where the engagement starts.
Who is this for?
Companies entering a new market or scaling one they are already in. It fits especially well for teams that need local customer validation and the sales and marketing execution that has to follow it.
How do you find local customers?
Our own network, panel providers, and local partner channels. We recruit against country, age, interest, and whatever else the study needs.
How is an AI interview different from a survey?
A survey asks only the questions you wrote. The AI asks those too, then follows up on the answer, and that second question is where you hear why someone buys, hesitates, or leaves. A click only tells you what they picked.
What happens after the interviews?
The insights feed lead, creator, and partner sourcing, then campaigns, then sales, then performance tracking. You can stop at any stage.
We have no overseas business team. Can we still do this?
That is what GLOBAL TEAM is. Market validation, customer and creator sourcing, partners, marketing, CRM, and performance management, run as one function.
How do we start?
Business diagnostic, then an AI customer validation PoC, then the package contract, execution setup, and execution with performance tracking. Most teams are live inside a week.
Can we take only part of it?
Yes. Pick START, GROWTH, or GLOBAL TEAM by stage, then add Social Listening, Creators, or Sales Conversion when you need them.
How is pricing set?
By project scope, countries, interview volume, and execution depth. The three packages are the baseline and the quote is built from there.
How long does a project take?
Customer and market validation starts fast. Marketing, creators, and sales run in stages after it. We set the detailed schedule after a first meeting that fixes goals, countries, and scope.
