{"site":{"name":"Koji","description":"AI-native customer research platform that helps teams conduct, analyze, and synthesize customer interviews at scale.","url":"https://www.koji.so","contentTypes":["blog","documentation"],"lastUpdated":"2026-07-09T17:38:02.281Z"},"content":[{"type":"blog","id":"777d978c-c089-4add-af81-f823a48699a9","slug":"great-question-vs-dovetail-2026","title":"Great Question vs Dovetail (2026): Research Ops vs Customer Intelligence — and the AI-Moderated Layer Both Miss","url":"https://www.koji.so/blog/great-question-vs-dovetail-2026","summary":"Great Question vs Dovetail in 2026: they solve different halves of research. Great Question is an all-in-one research ops suite — recruit from a native CRM/panel, screen, schedule, incentivize (Tremendous, 80+ countries), run interviews/surveys/prototype/card sort/tree test, and store in an AI repository — from $129/seat/month (Self-Serve) or custom Enterprise. Dovetail is an AI-native customer intelligence platform: a repository that continuously ingests support tickets, sales calls, NPS, and reviews via \"channels\" and answers questions with cited AI, priced Free then custom Enterprise; it retired Recruit and does not recruit or moderate. Neither autonomously moderates adaptive interviews at scale. Koji does — AI-moderated voice or text interviews, six structured question types, automatic thematic analysis, and one-click reports, free to start then €29/month.","content":"# Great Question vs Dovetail (2026): Research Ops vs Customer Intelligence — and the AI-Moderated Layer Both Miss\n\n**TL;DR:** These two platforms solve *different halves* of the research problem. **Great Question** is an all-in-one **research ops** suite — recruit, schedule, incentivize, run studies, and store results in one place (Self-Serve from **$129/seat/month**). **Dovetail** is an AI-native **customer intelligence** platform — a repository that continuously ingests support tickets, sales calls, NPS, and reviews and analyzes them with AI, no manual tagging (Free tier, then custom Enterprise). Choose **Great Question** if your bottleneck is *running* studies; choose **Dovetail** if it's *centralizing and mining* the feedback you already have. But here's what neither does: **autonomously moderate an adaptive interview with each participant at scale.** Great Question recruits and schedules; Dovetail analyzes. Neither conducts the conversation. **Koji** does — and it starts free, then €29/month.\n\n## Great Question vs Dovetail at a glance\n\n| | Great Question | Dovetail |\n|---|---|---|\n| **Category** | Research ops (recruit → run → store) | AI-native customer intelligence / repository |\n| **Entry price** | Self-Serve $129/seat/mo ($1,290/yr) | Free ($0), then custom Enterprise |\n| **Recruiting** | Native CRM + panel, screeners, scheduling, incentives | Retired — does not recruit |\n| **Runs studies** | Interviews, surveys, prototype, card sort, tree test | No — assumes data collected elsewhere |\n| **Channel ingestion** | Native research capture | Tickets, calls, NPS, reviews via \"channels\" |\n| **AI analysis** | Auto-tagging, synthesis, highlight reels | \"Ask AI\" with citations, semantic search, dashboards |\n| **Moderates interviews?** | No (recruits/schedules only) | No (analysis only) |\n| **Best for** | Teams running studies end-to-end | Centralizing insight across the org |\n\n## What each platform actually is\n\n**Great Question** (backed by a $13M Series A) bundles the *operational* side of research: a research CRM and panel to recruit from your own customers or an external 6M+ panel, screener surveys, scheduling, automated global incentives (via Tremendous across 80+ countries), and study types spanning interviews, surveys, unmoderated prototype tests, card sorting, tree testing, and focus groups. Everything lands in a searchable AI repository with auto-tagging and highlight reels. Its Self-Serve plan is **$129/seat/month** (or $1,290/year, up to 5 seats); Enterprise adds SSO/SCIM, data governance, advanced integrations (Salesforce, Snowflake, Qualtrics), a dedicated CSM, and MCP access.\n\n**Dovetail** has evolved from a pure repository into an **\"AI-native customer intelligence platform.\"** Its thesis: customers don't only talk when you schedule them — they talk in support tickets, sales calls, NPS verbatims, and app reviews every day. Dovetail's **channels** ingest those signals continuously and analyze them with AI, so patterns surface without manual tagging. \"Ask AI\" answers questions across your data with citations back to the source, and semantic search spans everything. Its public pricing now shows only a **Free** tier (1 channel, 1 project) and **custom Enterprise** — and notably, Dovetail retired its Recruit beta, so it neither recruits participants nor moderates interviews.\n\n## Great Question vs Dovetail: the core difference\n\n- **Scope.** Great Question owns the *full lifecycle* — recruit, run, analyze, store. Dovetail owns *analysis and centralization* and assumes collection happens elsewhere.\n- **Recruiting.** Great Question has native CRM, panel, screeners, scheduling, and incentives. Dovetail has none of this anymore.\n- **Data source.** Great Question captures research you deliberately run. Dovetail's superpower is mining the mountain of *existing* multi-channel feedback (tickets, calls, reviews) at scale.\n- **Pricing transparency.** Great Question publishes seat prices; Dovetail lists only Free vs custom Enterprise.\n- **Where each wins.** Great Question for a team that wants one tool to *run* studies. Dovetail for an org that wants to *consolidate and query* customer signal everywhere.\n\nThis maps to a real market split. In 2025, **80% of researchers reported using AI in their work — up 24 points year over year** ([User Interviews, State of User Research 2025](https://www.userinterviews.com/state-of-user-research-report)), and organizations where research is *essential to all business strategy* nearly tripled from **8% in 2025 to 22% in 2026** ([Maze, Future of User Research 2026](https://maze.co/blog/ux-research-trends/)). Both tools ride that wave from opposite ends.\n\n## The layer both platforms miss\n\nHere's the gap. Great Question can *recruit and schedule* a participant. Dovetail can *analyze* a transcript after the fact. But **neither one autonomously conducts a probing, adaptive interview** with each participant — the actual conversation where insight is born. Great Question still leans on human moderators (or unmoderated tests) for live qualitative depth; Dovetail requires a separate tool to collect the data in the first place. Closing the loop — **recruit → autonomously run a dynamic voice interview with every participant → synthesize into a themed report** — needs an AI-moderator layer neither offers.\n\nThat matters because researchers' biggest anxiety about AI is trust: **91% worry about AI accuracy and hallucinations** ([User Interviews 2025](https://www.userinterviews.com/state-of-user-research-report)). The answer isn't AI that *guesses* from thin data — it's AI that *generates* rich, first-party interview data by talking to real customers, then themes it with quotes you can verify.\n\n## Where Koji fits\n\n[Koji](https://www.koji.so) is the AI-native platform that covers the whole stack in one workflow:\n\n- **AI-moderated voice and text interviews** that ask your questions and probe answers with adaptive follow-ups — see [AI-moderated interviews](/docs/ai-moderated-interviews). No human moderator, no scheduling tetris, no moderator bias.\n- **Six structured question types** — `open_ended`, `scale`, `single_choice`, `multiple_choice`, `ranking`, and `yes_no` — so each study returns both the \"why\" and countable data.\n- **Recruit from your own product** ([docs](/docs/recruiting-from-your-product)) and run interviews on each participant's own schedule, at scale.\n- **Automatic [thematic analysis](/docs/thematic-analysis-guide)** and a one-click [research report](/docs/generating-research-reports) with quotes and sentiment — your [repository](/docs/research-repository-guide) fills itself as you go.\n\nPricing is transparent and self-serve: **free to start (10 credits), then €29/month (Insights) or €79/month (Interviews)**, with a quality gate so only conversations scoring 3+ consume credits.\n\n## Which should you choose?\n\n- **Great Question** — you need one tool to *operationalize* research: recruit from your users, screen, schedule, incentivize, and store. Best for research and design teams with real study volume.\n- **Dovetail** — you're drowning in existing feedback (tickets, calls, reviews) and want to *centralize and query* it with AI. Best for larger orgs consolidating insight.\n- **Koji** — you want to actually *conduct* customer research at scale without hiring moderators or waiting on synthesis. Best for product, growth, and founder teams doing continuous discovery, churn, win/loss, and pricing research on their own customers.\n\n## The bottom line\n\nGreat Question and Dovetail are excellent at recruiting/running and analyzing/centralizing, respectively — but both leave the interview itself to humans or to other tools. If you want research that runs *and* analyzes itself, from question to insight in hours, **[start free with Koji](https://www.koji.so)**.","category":"Comparisons","lastModified":"2026-07-08T03:17:31.793165+00:00","metaTitle":"Great Question vs Dovetail (2026): Research Ops vs Customer Intelligence","metaDescription":"Great Question vs Dovetail compared for 2026 — Great Question is all-in-one research ops (recruit, run, store) from $129/seat/mo; Dovetail is an AI-native customer intelligence repository (Free, then Enterprise) that ingests tickets, calls, NPS and reviews. Plus why neither moderates interviews — and how Koji runs and analyzes AI-moderated interviews from €29/month.","keywords":["great question vs dovetail","dovetail vs great question","great question pricing","dovetail pricing 2026","research repository comparison","research ops platform","customer intelligence platform","dovetail alternative"],"aiSummary":"Great Question vs Dovetail in 2026: they solve different halves of research. Great Question is an all-in-one research ops suite — recruit from a native CRM/panel, screen, schedule, incentivize (Tremendous, 80+ countries), run interviews/surveys/prototype/card sort/tree test, and store in an AI repository — from $129/seat/month (Self-Serve) or custom Enterprise. Dovetail is an AI-native customer intelligence platform: a repository that continuously ingests support tickets, sales calls, NPS, and reviews via \"channels\" and answers questions with cited AI, priced Free then custom Enterprise; it retired Recruit and does not recruit or moderate. Neither autonomously moderates adaptive interviews at scale. Koji does — AI-moderated voice or text interviews, six structured question types, automatic thematic analysis, and one-click reports, free to start then €29/month.","aiKeywords":["great question vs dovetail","research ops","customer intelligence","research repository","ai moderated interviews","thematic analysis"],"aiContentType":"comparison","faqItems":[{"answer":"Great Question is an all-in-one research ops platform — it recruits participants (native CRM and panel), screens, schedules, pays incentives, runs studies (interviews, surveys, prototype tests, card sort, tree test), and stores everything in an AI repository. Dovetail is an AI-native customer intelligence platform — a repository that continuously ingests existing feedback (support tickets, sales calls, NPS, reviews) and analyzes it with AI. Great Question runs research; Dovetail centralizes and mines feedback you already have.","question":"What is the difference between Great Question and Dovetail?"},{"answer":"Great Question's Self-Serve plan is $129 per seat per month (or $1,290 per seat per year, up to 5 seats), with custom Enterprise pricing above that. Dovetail publishes a Free tier (1 channel, 1 project) and custom Enterprise pricing; it no longer lists a public per-seat paid tier. Koji is transparent and self-serve: free to start with 10 credits, then €29/month (Insights) or €79/month (Interviews).","question":"How much do Great Question and Dovetail cost in 2026?"},{"answer":"No. Dovetail retired its Recruit beta and does not recruit participants or moderate interviews. It assumes data collection happens elsewhere and focuses on centralizing and analyzing customer signals. For recruiting and running studies you need Great Question, or an AI-native platform like Koji that both recruits from your product and conducts the interviews.","question":"Does Dovetail recruit participants or run interviews?"},{"answer":"If your bottleneck is running studies end-to-end — recruiting, scheduling, incentivizing, and storing — Great Question is the better fit. If your bottleneck is making sense of a large volume of existing feedback across channels, Dovetail is stronger. Many teams find their real gap is conducting interviews at scale, which is where Koji's AI moderation layer comes in.","question":"Which is better for a research team, Great Question or Dovetail?"},{"answer":"Koji autonomously moderates adaptive voice or text interviews with each participant at scale — the actual conversation neither Great Question nor Dovetail conducts. Great Question recruits and schedules but leans on human moderators for live depth; Dovetail only analyzes data collected elsewhere. Koji recruits from your product, runs the interview with adaptive follow-ups and six structured question types, then themes every conversation into a one-click report with quotes and sentiment.","question":"What can Koji do that Great Question and Dovetail cannot?"},{"answer":"It depends on your job-to-be-done. If you mainly need to conduct customer research and get themed insights fast, Koji replaces the moderating-and-analysis workflow at a far lower entry price (€29/month). If you specifically need a heavy multi-channel intelligence repository (Dovetail) or a full research-ops back office with incentives and panel management (Great Question), those tools remain strong at their specialty — but Koji is the one that actually runs the interviews.","question":"Can I replace Great Question or Dovetail with Koji?"}],"relatedTopics":["Great Question","Dovetail","Research Ops","Customer Intelligence","Research Repository","AI Moderated Interviews"]}],"pagination":{"total":1,"returned":1,"offset":0}}