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Research10 min read

Koji vs Great Question: AI Research Platform vs Research Ops Suite (2026)

Great Question is a solid research operations platform for managing participants and scheduling moderated interviews. Koji goes further — conducting the interviews itself with AI, analyzing findings automatically, and delivering reports without a human moderator. Here's which tool is right for your team.

Koji Team

April 9, 2026

The Short Answer

Great Question is an excellent research operations platform — it centralizes participant management, scheduling, incentives, and moderated interview recordings in one place. But it's fundamentally designed around human-led research workflows: your team still needs to schedule sessions, moderate interviews, and manually analyze findings. Koji takes a different approach entirely. Its AI conducts the interviews, synthesizes the findings, and delivers a research report — without a moderator ever touching the process. If you need to scale research beyond what a human team can manually run, Koji is the clear choice.

What Is Great Question?

Great Question is an all-in-one research operations (ResearchOps) platform trusted by teams at Brex, Canva, Auth0, and others. It consolidates the operational overhead of running a research program: participant CRM, recruitment, scheduling, moderated interview recording, survey distribution, prototype testing, and insight repository.

Great Question's value proposition is bringing all research operations into one system — replacing a patchwork of Calendly, Zoom, Excel participant trackers, and Dovetail repositories with a single integrated platform. It offers access to 6M+ verified B2B and B2C participants for on-demand recruitment, and its AI-powered analysis can summarize recordings and extract key themes from transcripts.

Great Question's strengths:

  • Centralized participant CRM and incentive management
  • Moderated interview scheduling and recording
  • Built-in panel access (6M+ participants)
  • Survey and prototype testing capabilities
  • AI-assisted analysis and insight repository
  • Starting price of $49/month makes it accessible for smaller teams

What Is Koji?

Koji is an AI-native customer research platform that eliminates the moderation bottleneck entirely. Instead of scheduling a human-moderated session, Koji's AI consultant conducts the interview — asking your questions, probing for depth, following up on interesting threads, and adapting the conversation based on participant responses. All in real time, at any scale, with any audience.

Koji supports both voice and text interview formats, with six structured question types (open-ended, scale, single choice, multiple choice, ranking, and yes/no) that blend seamlessly with conversational follow-up probing. When interviews complete, Koji automatically identifies themes and patterns across all responses and generates a research report — no manual analysis required.

What makes Koji different:

  • AI conducts the interviews — no human moderator needed
  • Voice and text interview formats with natural conversational flow
  • Six structured question types combined with open-ended probing
  • Reaches any audience — share a link or import a CSV
  • Automatic thematic synthesis and one-click research reports
  • 10x faster from question to insight vs. traditional moderated research
  • No research expertise or operations team required

The Core Difference: Operations Platform vs. AI Research Engine

Great Question and Koji represent two fundamentally different philosophies about how research should work.

Great Question is a platform that makes human-led research more efficient. It reduces scheduling friction, centralizes participant data, and organizes research artifacts. But it still assumes a human researcher at the center of every study — planning the discussion guide, moderating the session, extracting insights from the recording. The platform makes researchers more productive; it doesn't replace their judgment or time.

Koji removes the human moderator from the loop entirely. You configure the study (define your audience, write your questions, customize the AI's persona and tone), then Koji runs it autonomously. Participants complete interviews on their schedule — no calendars, no Zoom links, no no-shows. The AI probes, follows up, and adapts in real time. When you return, the analysis is already done.

This matters enormously for research scale. A team of two researchers using Great Question might realistically run 8–12 moderated sessions per week — the limits of human scheduling and moderation bandwidth. That same team using Koji can run 200+ interviews per week, because the AI handles all moderation and the researchers spend their time on strategy and decision-making rather than interview operations.

In 2026, 55% of organizations report increased demand for user insights — but most research teams haven't grown proportionally. AI-native research platforms like Koji bridge this gap by scaling output without scaling headcount.

Great Question's Key Limitations

1. Human Moderation Is Still Required

Great Question streamlines moderated research — but it doesn't remove the need for a human moderator. Every interview still requires scheduling, a researcher to run the session, and post-session analysis. This creates a hard ceiling on research throughput that's determined by your team's available calendar time, not by research demand.

2. No API Integration

Great Question does not offer an API. This means you can't trigger research from your product workflows, integrate interview results into your data stack, or automate research as part of a continuous discovery pipeline. For teams building research into their product development loop programmatically, this is a significant limitation.

3. Participant Pool Limitations for Technical Audiences

While Great Question provides access to 6M+ participants, users report that finding qualified participants for specific technical or niche B2B audiences can take longer than expected. The platform relies on third-party panel sources with varying quality.

4. Manual Analysis Bottleneck

Despite AI-assisted analysis features, Great Question's insight generation still requires meaningful human time — reviewing recordings, tagging clips, writing synthesis documents. The AI helps with transcription and theme surfacing, but the researcher is still the primary analyst.

5. Research Ops Focus Can Add Overhead

Great Question's comprehensive ops features (incentive management, participant CRM, legal consent workflows, scheduling automation) are genuinely valuable for large research teams managing many studies simultaneously. But for teams running focused research programs, this infrastructure can add complexity and setup overhead that smaller teams don't need.

Where Koji Wins

Research That Scales Without Scaling Headcount

Koji's AI handles moderation, follow-up probing, and conversational adaptation — the parts of research that require the most researcher time. You can run 100 interviews with the same effort as running 10. This makes continuous customer research financially and operationally feasible for teams that couldn't sustain it with human-moderated approaches.

No Scheduling Overhead

Participants complete Koji interviews on their own schedule — no calendar coordination, no Zoom links, no no-shows. You share a link, set your quota, and Koji handles the rest. Studies that would take weeks to schedule as moderated sessions complete in days as async AI interviews.

Deeper Probing Than Standard AI Analysis

Great Question uses AI to analyze recordings after human-moderated sessions. Koji's AI does the probing during the interview — asking follow-up questions in real time when a participant says something unexpected, pushing for specificity when answers are vague, and exploring threads that a rushed human moderator might skip. This produces richer transcripts and more actionable insights.

Full Headless API

Koji's API allows product teams to trigger interviews programmatically — from user onboarding flows, post-purchase moments, NPS follow-ups, or any product event. Research becomes part of your product infrastructure, not a separate ops process. Great Question has no equivalent capability.

No Moderator Bias

Human moderators, however skilled, introduce social dynamics that affect participant honesty. Participants tend to be more diplomatic in the presence of a company representative. Koji's AI eliminates this dynamic — participants report being more candid, especially on sensitive topics like pricing, competitor comparisons, or product frustrations.

Built for Non-Researchers

Koji is explicitly designed for PMs, founders, marketers, and customer success teams who need research insights but don't have research operations expertise. Great Question's tooling assumes familiarity with research methodology, recruitment practices, and moderation technique. Koji abstracts away that complexity.

Feature Comparison

| Capability | Koji | Great Question | |---|---|---| | AI-conducted interviews | Yes — AI is the moderator | No — AI assists human moderators | | Voice interviews | Yes | No (recording only) | | Scheduling required | No — async, participant's schedule | Yes — calendar coordination | | Auto-analysis + reports | Yes — instant after completion | Partial — AI assists, human synthesizes | | API access | Full headless API | No API | | Participant CRM | Basic | Advanced | | Incentive management | Limited | Full incentive management | | Prototype testing | No | Yes | | Survey distribution | Yes (6 structured types) | Yes | | Starting price | Free tier available | $49/month | | Moderation bottleneck | None — AI scales to any volume | Yes — limited by researcher bandwidth |

When to Choose Great Question

Great Question is the right tool when:

  • You have a dedicated research team running regular moderated sessions
  • You need centralized participant CRM, incentive management, and legal consent workflows
  • You run moderated usability tests, prototype tests, or live interview sessions that genuinely require human facilitation
  • You need an organized insight repository that the whole team can access
  • Your research program is large enough to justify research operations infrastructure

When to Choose Koji

Koji is the right choice when:

  • You need research to scale beyond what a human team can manually moderate
  • You want to run async interviews without scheduling overhead
  • You need an API to trigger research from product events
  • You're a PM, founder, or small team that can't sustain a full research ops workflow
  • You need strategic qualitative insights on a short timeline
  • You want to interview audiences beyond your existing user base

Pricing Comparison

Great Question starts at $49/month for its self-serve plan, with enterprise pricing for larger teams. The self-serve tier includes moderated interviews, surveys, and the core participant management features. AI analysis capabilities and advanced participant panel access scale with higher tiers.

Koji offers a free tier to get started, with paid plans that scale by interview volume. Given that Koji eliminates the moderation cost (researcher time), teams often find that Koji's total cost of research — including researcher hours — is significantly lower than maintaining a comparable program with human-moderated tools.

The Verdict

Great Question is a mature, well-designed research operations platform that makes human-led research programs more efficient. If you have a dedicated research team running moderated studies and need centralized operations tooling, it's a strong choice.

But if your challenge is scale — more research, faster, with a small team or no research background — Koji is in a different category entirely. Its AI doesn't just assist your research; it runs your research. From study configuration to synthesized report, Koji compresses the research cycle from weeks to hours.

The most forward-thinking teams in 2026 are treating AI-native research not as a replacement for human judgment, but as the operational infrastructure that frees researchers to focus on strategy, stakeholder communication, and decision-making — the work that actually requires human expertise.

Try Koji Free

Ready to run research that scales without scheduling overhead? Start a free Koji study — your AI consultant is ready. No research experience, no calendar coordination, no waiting.

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