{"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":"2026-07-01T10:54:03.271Z"},"content":[{"type":"blog","id":"610e1d95-8639-440b-8781-aa4cb8b5d3c2","slug":"koji-vs-dynata-2026","title":"Koji vs Dynata (2026): The World's Largest Panel vs AI-Native Customer Research","url":"https://www.koji.so/blog/koji-vs-dynata-2026","summary":"Dynata is the world's largest first-party data platform — a panel of 62M+ consumers and business professionals built for buying sample at scale and activating it for media targeting, with quote-based opaque pricing and optional managed services. Koji is an AI-native customer research platform that designs, moderates (AI voice and text interviews), and analyzes research end to end: six structured question types (open_ended, scale, single_choice, multiple_choice, ranking, yes_no), automatic thematic analysis, and one-click reports in hours. They operate at different layers of the stack: Dynata supplies representative quantitative sample; Koji provides qualitative depth at scale plus automatic analysis. Open-ended questions carry ~18% item nonresponse in static surveys vs 1-2% for closed-ended, which Koji's AI moderation recovers. The market research industry was ~$150B in 2025; 83% of researchers planned to invest in AI in 2025 and 47% already use it. Koji pricing: free tier (10 credits), Insights €29/mo, Interviews €79/mo (text=1 credit, voice=3). Best approach: buy sample from Dynata when you need national quant, run depth interviews in Koji.","content":"**TL;DR:** **Dynata** is the world's largest first-party data platform — a panel of **62M+ consumers and business professionals** built for buying *sample* at scale and activating it for media targeting. **Koji** is an AI-native customer research platform that *designs, moderates, and analyzes* the research itself: AI-moderated voice and text interviews, six structured question types, and automatic thematic analysis that turns raw conversations into a one-click report in hours. They sit at **different layers of the research stack.** If you need to field a large quantitative survey to a representative consumer panel, Dynata's reach is hard to beat. If you need to understand *why* customers behave the way they do — and you want answers this afternoon, not in three weeks — Koji is the modern choice. And Koji works with whatever audience you already have: your customer list, a shared link, or sample you buy elsewhere.\n\n## Dynata vs Koji at a glance\n\n| | **Dynata** | **Koji** |\n|---|---|---|\n| **Category** | First-party data panel + survey + activation | AI-native customer research platform |\n| **Core strength** | Massive representative sample (62M+ members) | AI-moderated interviews + automatic analysis |\n| **Research method** | Mostly quantitative surveys | Qualitative depth at quantitative scale |\n| **Moderation** | Unmoderated surveys | AI moderator probes every answer |\n| **Analysis** | Dashboards + managed services | Automatic thematic analysis, one-click report |\n| **Speed to insight** | Days to weeks (fielding + analysis) | Hours |\n| **Pricing** | Custom quote, opaque | Transparent, self-serve, free tier |\n| **Best for** | Large-scale brand/market quant studies | Understanding the *why* behind behavior |\n\n## What is Dynata?\n\nDynata bills itself as the world's largest first-party data platform for insights, activation, and measurement, with global reach across **more than 62 million** consumers and business professionals. Its suite spans panel data, survey tools, reporting and visualization, media measurement, and audience activation — meaning you can field a study and then re-target the same validated audiences across digital, social, and programmatic channels. In 2020 Dynata launched a QualityScore model that evaluates respondent behavior in real time to flag fraud and inattentiveness, and as of June 2025 extended that fraud-detection layer to third-party survey programming tools.\n\nDynata operates both as self-service software and as a fully managed research services provider. That breadth is its biggest advantage — and its biggest friction. Pricing is quote-based and not transparent, so it is difficult to estimate cost without a formal sales process. Reviewers consistently praise the panel's quality and breadth but report performance lags loading surveys, fiddly skip-logic workflows, and recurring frustration with survey disqualifications and payment issues.\n\nDynata is, fundamentally, a **sample and activation** business. It is excellent at putting your questionnaire in front of a representative crowd. It is not designed to *write better questions for you, moderate the conversation, or interpret open-ended answers automatically* — that work still falls to you or to a managed-services bill.\n\n## What is Koji?\n\n[Koji](/) is an AI-native customer research platform built around a different premise: the bottleneck in modern research isn't access to respondents — it's the time and expertise it takes to *run* a good interview and *analyze* what people actually said. Koji closes that gap end to end.\n\n- **AI-moderated voice and text interviews.** Koji's AI interviewer conducts natural, two-way conversations — asking your questions, then probing follow-ups in real time the way a skilled researcher would. No moderator scheduling, no moderator bias.\n- **Six structured question types.** Koji combines survey-grade structure with interview-grade depth: `open_ended`, `scale`, `single_choice`, `multiple_choice`, `ranking`, and `yes_no`. You get countable, chartable data *and* the open-ended \"why\" behind every number, because the AI probes on top of each structured question. See the [structured questions guide](/docs/structured-questions-guide).\n- **Automatic thematic analysis.** Every transcript is coded automatically into descriptive and in-vivo themes, then clustered into a per-question codebook across all respondents — the manual coding work that normally takes analysts days. Learn how it works in the [thematic analysis guide](/docs/thematic-analysis-guide).\n- **One-click reports.** From question to insight in hours, not weeks — with quotes grounded in the original transcript.\n\nWhy does the moderation matter so much? Because the open-ended answers — the ones that explain behavior — are exactly the ones respondents skip in static surveys. Pew Research found open-ended survey questions carry an average item-nonresponse rate around **18%**, versus just **1–2%** for closed-ended ones. A static panel survey collects the easy boxes and loses the story. Koji's AI moderator keeps people talking, so the depth survives. (More on this in [AI interviews vs surveys](/docs/ai-interviews-vs-surveys).)\n\n## Where Dynata wins\n\nBe honest about the trade-off. Dynata is the right tool when:\n\n- You need **large, representative B2C sample** across many markets and demographics.\n- Your study is fundamentally **quantitative** — incidence, market sizing, brand tracking at national scale.\n- You want to **activate** survey audiences for media targeting afterward.\n- You have budget for managed services and a multi-week timeline.\n\nThe global market research industry was worth roughly **$150 billion in 2025**, and a large slice of that spend exists precisely because representative panels like Dynata's are expensive to build and operate. That reach is real value.\n\n## Where Koji wins\n\nKoji is the better choice when the question is *why*, not just *how many*:\n\n- **Qualitative depth at scale.** Run 20, 50, or 200 AI-moderated interviews in parallel and get the nuance of a one-on-one conversation without the calendar.\n- **Speed.** Insights in hours. **83%** of market research professionals planned to invest in AI for research in 2025, and **47%** already use AI regularly — largely to collapse exactly this timeline.\n- **No analysis backlog.** Automatic thematic analysis and one-click reports mean you don't pay a managed-services line item to make sense of open ends.\n- **Transparent, self-serve pricing** — no formal quote, no six-figure floor.\n- **Bring your own audience.** Share a link, email your customer list, or embed the interview. You're not locked into one panel.\n\n## Pricing: transparent vs quote-only\n\nDynata pricing is custom and opaque — you request a quote tailored to scope. Koji is the opposite: a **free tier with 10 credits**, then **Insights at €29/mo** and **Interviews at €79/mo**, with credits priced per conversation (text = 1 credit, voice = 3). A quality gate means only substantive conversations consume credits. For most teams, a full Koji study costs a fraction of a single managed-panel engagement — and you can start today without talking to sales.\n\n## Which should you choose?\n\nIt's not strictly either/or. The smartest modern stack often pairs them: **buy representative sample from a panel like Dynata when you truly need national quant — then run the depth interviews in Koji** to understand the motivations behind the numbers. But for the majority of product, UX, and growth teams who need to understand customers continuously and act this week, Koji replaces the slow, expensive parts of the legacy model with an AI-native workflow that asks, listens, probes, and analyzes on its own.\n\n## Start with Koji\n\nYou don't need a panel contract or a research degree to understand your customers. [Create a free Koji account](/), point the AI interviewer at your own audience, and get a thematic report from real conversations in hours. From question to insight, 10x faster — no moderator bias, no analysis backlog, no quote required.","category":"Comparisons","lastModified":"2026-06-30T03:17:01.117328+00:00","metaTitle":"Koji vs Dynata (2026): Panel Giant vs AI-Native Research","metaDescription":"Dynata is the world's largest first-party data panel (62M+ members) built for buying sample at scale. Koji is the AI-native platform that designs, moderates, and analyzes research itself — AI interviews, 6 question types, automatic thematic analysis, one-click reports. See where each wins.","keywords":["koji vs dynata","dynata alternative","dynata insights platform","dynata pricing","dynata panel","ai customer research platform","dynata vs koji","first-party data panel"],"aiSummary":"Dynata is the world's largest first-party data platform — a panel of 62M+ consumers and business professionals built for buying sample at scale and activating it for media targeting, with quote-based opaque pricing and optional managed services. Koji is an AI-native customer research platform that designs, moderates (AI voice and text interviews), and analyzes research end to end: six structured question types (open_ended, scale, single_choice, multiple_choice, ranking, yes_no), automatic thematic analysis, and one-click reports in hours. They operate at different layers of the stack: Dynata supplies representative quantitative sample; Koji provides qualitative depth at scale plus automatic analysis. Open-ended questions carry ~18% item nonresponse in static surveys vs 1-2% for closed-ended, which Koji's AI moderation recovers. The market research industry was ~$150B in 2025; 83% of researchers planned to invest in AI in 2025 and 47% already use it. Koji pricing: free tier (10 credits), Insights €29/mo, Interviews €79/mo (text=1 credit, voice=3). Best approach: buy sample from Dynata when you need national quant, run depth interviews in Koji.","aiKeywords":["koji vs dynata","dynata","dynata alternative","dynata insights platform","first-party data panel","ai moderated interviews","qualitative research at scale","automatic thematic analysis","market research panel","customer research platform","dynata pricing","survey sample"],"aiContentType":"comparison","faqItems":[{"answer":"Dynata is a first-party data panel of 62M+ members built primarily for buying representative quantitative sample and activating audiences for media targeting. Koji is an AI-native research platform that designs, moderates, and analyzes the research itself through AI-moderated voice and text interviews, six structured question types, and automatic thematic analysis. Dynata supplies respondents; Koji runs and interprets the conversation.","question":"What is the difference between Koji and Dynata?"},{"answer":"For teams that need to understand why customers behave the way they do — not just field a large quant survey — yes. Koji replaces the slow, expensive ask-and-analyze parts of the legacy panel model with AI-moderated interviews and one-click thematic reports. If you specifically need national representative B2C sample, you can still buy that from a panel and run the depth interviews in Koji.","question":"Is Koji a Dynata alternative?"},{"answer":"Dynata pricing is custom and quote-based, with limited transparency, so costs require a formal sales process. Koji is transparent and self-serve: a free tier with 10 credits, then Insights at €29/mo and Interviews at €79/mo, with per-conversation credits (text = 1, voice = 3) and a quality gate so only substantive conversations are billed.","question":"How much does Dynata cost compared to Koji?"},{"answer":"Yes, within your audience. Koji's six structured question types (scale, single_choice, multiple_choice, ranking, yes_no, plus open_ended) produce countable, chartable data — and the AI probes open-ended follow-ups on top, so you get the number and the reason behind it. What Koji does not provide is a 62M-member representative consumer panel; you bring your own audience or pair Koji with a panel.","question":"Can Koji do quantitative research like Dynata?"},{"answer":"Open-ended answers explain behavior, but they are also the ones respondents skip most in static surveys — Pew Research found an average item-nonresponse rate around 18% for open-ended questions versus 1-2% for closed-ended. Koji's AI moderator keeps people talking and probes follow-ups, so the qualitative depth survives instead of being lost to drop-off.","question":"Why do open-ended answers matter for customer research?"},{"answer":"Often, yes. Buy representative sample from a panel like Dynata when you genuinely need national quantitative reach, then run AI-moderated depth interviews in Koji to understand the motivations behind the numbers. For most product, UX, and growth teams who need continuous insight this week, Koji alone covers the ask-and-analyze workflow.","question":"Should I use Dynata and Koji together?"}],"relatedTopics":["koji vs dynata","dynata alternative","market research panels","ai moderated interviews","qualitative research at scale","first-party data","automatic thematic analysis","consumer insights","representative sample","customer research platform"]}],"pagination":{"total":1,"returned":1,"offset":0}}