{"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":"2026-11-08T22:06:29.447Z"},"content":[{"type":"blog","id":"7d94a406-36b9-435c-a9fe-96486219279b","slug":"koji-vs-rally-2026","title":"Koji vs Rally UXR (2026): AI Customer Interviews vs Research CRM","url":"https://www.koji.so/blog/koji-vs-rally-2026","summary":"Rally UXR and Koji solve different halves of research. Rally UXR is a research CRM and ResearchOps platform for enterprise teams: a participant database of up to millions of records, advanced filtering, consent management, scheduling, cool-down periods, incentive payments and around 14 integrations including Slack, Maze, Qualtrics, Salesforce and Snowflake. It does not conduct or analyze interviews, and its pricing is not public. Koji conducts AI-moderated voice and text interviews and analyzes them automatically, with six structured question types, quality scoring and automatic reports. Since October 2026 Koji also has a Participants directory with audiences and branded recruitment email, and participant incentives on every paid plan. Koji is free to start with 10 credits, with paid plans from €29 a month. Choose Rally for enterprise research ops governance, choose Koji to run and analyze interviews with the core participant work built in, and pair them at scale.","content":"**TL;DR:** Rally UXR and Koji are often shortlisted together, but they solve different halves of the research problem. Rally is a **research CRM and ResearchOps** platform: it manages participant relationships, recruiting, scheduling, consent, and incentives so enterprise teams can talk to their own users safely and at scale. It does not conduct or analyze the interviews themselves — you still need a moderator and an analysis tool. Koji is the opposite: it **runs** AI-moderated voice and chat interviews and **synthesizes** them automatically, with six structured question types and one-click reports. If your bottleneck is operational — herding participants, scheduling, and incentives across a big org — Rally is purpose-built. If your bottleneck is actually doing and analyzing interviews fast, Koji is the engine. Many teams use both.\n\n## Quick answer: which one should you pick?\n\n- **Choose Rally UXR** if you are an enterprise team whose pain is *operations*: a sprawling participant database, scheduling conflicts, consent management, incentive payments, and research-engagement tracking across many studies and stakeholders.\n- **Choose Koji** if your pain is *throughput*: you need to actually conduct interviews and get analyzed insights quickly, with AI moderation, structured + open-ended questions in one study, and automatic thematic analysis — without standing up a full ops department.\n\nThese are complementary more often than competing. The catch is that Rally stops where the interview begins, and Koji starts there. Understanding that boundary tells you which one — or both — you need.\n\n## What Rally UXR actually does\n\nRally UXR is \"a User Research CRM that enables enterprise companies to talk to their own users at scale.\" Its strengths are operational and genuinely deep:\n\n- **Participant database at scale** — store up to millions of participant records, with advanced filtering by custom attributes, survey results, research-engagement history, and demographics.\n- **Consent, comms, and cool-downs** — welcome pages, consent forms, email templates, cool-down periods to prevent participant fatigue, and incentive payments, all in one place.\n- **Scheduling** — calendar connections, buffer times, rescheduling rules, and Calendly/Zoom/Google Meet integration.\n- **Integrations** — connects with around 14 tools including Slack, Gmail, Maze, Qualtrics, SurveyMonkey, Typeform, UserTesting, UserZoom, Salesforce, Snowflake, and Tremendous.\n\nRally is built for enterprise B2B SaaS research and product teams that need to reduce the operational friction that slows research down. Its trade-off is that it is **infrastructure, not an interviewer**: Rally gets the right person scheduled, consented, and paid — but the conversation itself, and the analysis afterward, happen in other tools. Pricing is not published publicly and is oriented toward enterprise procurement.\n\n## What Koji actually does\n\nKoji conducts and analyzes the research itself:\n\n- **AI-moderated voice and chat interviews** that adapt in real time, asking the dynamic follow-up a static survey never would. See [AI-moderated interviews](/docs/ai-moderated-interviews) and [voice vs text interviews](/docs/voice-vs-text-interviews).\n- **Six structured question types** — open-ended, scale, single-choice, multiple-choice, ranking, and yes/no — in one study, so you capture quantifiable signal *and* the qualitative \"why.\" See [open-ended](/docs/open-ended-questions-ai-interviews) and [multiple-choice](/docs/multiple-choice-questions-ai-interviews) questions.\n- **Automatic thematic analysis** — every transcript is auto-coded and themes clustered across all conversations. See [AI auto-tagging](/docs/ai-auto-tagging-customer-interviews) and the [thematic analysis guide](/docs/thematic-analysis-guide).\n- **One-click reports + transcript chat** — ask a question across 100 interviews and get a cited answer in seconds via [chat with transcripts](/docs/chat-with-interview-transcripts-ai).\n- **Participants, either way** - you do not need your own audience. If you have a list, a product, or a community, pull participants [from your product](/docs/recruiting-from-your-product) and go live the same day, 24/7, with no moderator bias. If you do not, Koji recruits them for you: describe the audience and approve a live per-respondent quote in credits before launch.\n- **Participants directory and recruitment email**: on paid plans, keep everyone you interview in one workspace list. Import a CSV or add people one by one, group them into audiences, and email an audience a branded invitation or reminder from a study, with delivered, opened and started tracked per person. Insights includes 20 emails a month, Interviews 50 and Enterprise 1,000. See [managing research participants](/docs/managing-research-participants).\n- **Participant incentives**: on every paid plan, set a reward from €10 to €500 per participant, approve or decline each one with the interview quality score beside it, and Koji emails the participant a link to claim a gift card, a prepaid Visa card or a charity donation. See [research participant incentives](/docs/research-participant-incentives).\n\nFrom research question to synthesized, auto-coded insight in hours — with no research expertise required.\n\n## Head-to-head comparison\n\n| Capability | Rally UXR | Koji |\n|---|---|---|\n| Category | Research CRM / ResearchOps | AI interview + analysis platform |\n| Conducts interviews | No (schedules them) | Yes (AI-moderated voice + chat) |\n| Analyzes interviews | No | Automatic thematic analysis |\n| Participant database / CRM | Yes (millions of records) | Participants directory with audiences, CSV import and panel recruitment |\n| Scheduling | Yes (core strength) | Not needed: participants join when it suits them |\n| Incentives | Yes, incentive payments built in | Built in on paid plans: gift card, prepaid Visa or charity donation |\n| Structured question types | Via integrated survey tools | 6 types native in one study |\n| Best fit | Enterprise research ops | Product, founders, CX, marketing |\n| Pricing | Enterprise, not public | Free to start (10 credits); from €1 per qualified interview |\n| Time to first insight | Depends on moderator + analysis tool | Hours, self-serve |\n\n## The real difference: ops vs. throughput\n\nRally optimizes the *operations around* interviews. Koji optimizes the *interviews and analysis themselves*. That distinction matters because, in 2026, the analysis step is where most teams lose time: transcribing and coding qualitative data traditionally takes four to seven hours of work per hour of interview audio, and establishing reliable coding schemes can take weeks. Rally does not touch that step — it hands you a scheduled, consented participant and a calendar invite. Koji eliminates it: the AI moderates the conversation and auto-codes the transcript the moment it ends.\n\nThis is also why the buying motion differs. Rally is a considered, enterprise purchase aimed at research-ops leaders managing many stakeholders. Koji is self-serve — per Maze's 2026 State of User Research, the share of organizations where research informs all levels of business strategy nearly **tripled from 8% to 22% in a single year**, and that surge is driven largely by non-researchers running their own studies. Koji is built for exactly that democratization: anyone can launch a rigorous AI-moderated study without a research-ops function behind them.\n\n## Where each one wins\n\nUse Rally when you are an enterprise with a large, reusable participant pool and the operational pain is real — scheduling collisions, consent tracking, incentive payouts, and avoiding over-surveying the same users. Rally's cool-down periods and engagement history are genuinely valuable governance at that scale.\n\nReach for Koji when the job is to *get answers*: [continuous discovery](/docs/continuous-discovery-user-research) interviews, [churn diagnosis](/docs/churned-customer-interviews), [concept testing](/docs/concept-testing-methodology), or [pricing research](/docs/pricing-research-interviews) — run async, 24/7, with structured and open-ended questions in one study and automatic analysis on the back end. Koji also documents its approach to [interview data privacy and security](/docs/ai-interview-data-privacy-security) and to [bias and hallucination mitigation](/docs/ai-interview-hallucinations-bias-mitigation).\n\n## Using Rally and Koji together\n\nBecause they cover different stages, the two compose cleanly. A large org can use Rally as the system of record for participants — filtering, consent, cool-downs, incentives — and use Koji as the instrument that actually conducts the AI-moderated interview and produces the analyzed report. Rally picks and prepares the right person; Koji runs the conversation and synthesizes the findings. You get enterprise ops governance and fast, AI-native insight without forcing one tool to do a job it was not built for.\n\nFor smaller or faster-moving teams, Koji often stands alone. Since October 2026 it keeps its own Participants directory with audiences and branded invitation and reminder emails, and it pays incentives on every paid plan, so the core jobs of a research CRM now sit next to the interviews. You can also [recruit from your product](/docs/recruiting-from-your-product) and launch the same day. What Koji does not do yet is the governance Rally is known for: cool-down periods, research-engagement history across many teams, and deep integrations with tools such as Salesforce and Snowflake. Once your participant operations need that, Rally earns its place. And as research gets automated, Koji exposes its studies through an MCP server and API — so you can spin up interviews, pull transcripts, and generate reports directly from tools like Claude.\n\n## The bottom line\n\nRally UXR and Koji are not really rivals — they are two halves of modern research. Rally is the best-in-class CRM for *managing* participants at enterprise scale; it does not conduct or analyze interviews. Koji is the AI engine that *conducts* and *analyzes* them, with six structured question types and automatic thematic analysis, on transparent pricing any team can start free. If your bottleneck is ops, buy Rally. If your bottleneck is doing and analyzing the research, start with Koji — and pair them when you need both.\n\n**Ready to run real customer interviews?** [Start with Koji free](https://www.koji.so) — 10 credits, no credit card, your first AI-moderated study live in minutes. Write one research question, let the AI draft the brief, and take the interview yourself in preview before you invite anyone.","category":"Comparisons","lastModified":"2026-10-25T06:29:49.212386+00:00","metaTitle":"Koji vs Rally UXR (2026): AI Interviews vs Research CRM Compared","metaDescription":"Rally UXR vs Koji compared for 2026. Rally is a research CRM that manages participants, scheduling, and incentives but does not run interviews; Koji conducts AI-moderated voice and chat interviews and analyzes them automatically. See features, pricing, and fit.","keywords":["koji vs rally","rally uxr alternative","rally uxr pricing 2026","rally vs koji","research crm","researchops platform","ai customer interviews"],"aiSummary":"Rally UXR and Koji solve different halves of research. Rally UXR is a research CRM and ResearchOps platform for enterprise teams: a participant database of up to millions of records, advanced filtering, consent management, scheduling, cool-down periods, incentive payments and around 14 integrations including Slack, Maze, Qualtrics, Salesforce and Snowflake. It does not conduct or analyze interviews, and its pricing is not public. Koji conducts AI-moderated voice and text interviews and analyzes them automatically, with six structured question types, quality scoring and automatic reports. Since October 2026 Koji also has a Participants directory with audiences and branded recruitment email, and participant incentives on every paid plan. Koji is free to start with 10 credits, with paid plans from €29 a month. Choose Rally for enterprise research ops governance, choose Koji to run and analyze interviews with the core participant work built in, and pair them at scale.","aiKeywords":["rally uxr alternative","research crm","researchops","participant management","ai moderated interviews","research operations","structured questions","thematic analysis","ai customer research","continuous discovery"],"aiContentType":"comparison","faqItems":[{"answer":"No. Rally UXR is a research CRM and ResearchOps platform. It manages the participant database, recruiting, filtering, consent, scheduling, cool-down periods and incentive payments, but the interview itself and the analysis afterward happen in other tools. Koji conducts AI-moderated voice and text interviews and analyzes them automatically.","question":"Does Rally UXR conduct interviews?"},{"answer":"They start from different ends. Rally handles the operations around research: who you talk to, when, and with what consent and incentive. Koji runs the research itself, with AI-moderated interviews, six structured question types and reports that build as interviews come in. Since October 2026 Koji also has a Participants directory, recruitment email and built-in incentives, so it covers the core operations work too, without Rally governance features such as cool-down periods.","question":"How is Koji different from Rally UXR?"},{"answer":"Rally UXR does not publish its pricing, and it sells to enterprise procurement. Koji starts free with 10 credits and no card. Paid plans are Insights at €29 a month with 29 credits and Interviews at €79 a month with 79 credits, with extra credits from €1 each and Enterprise on request. A text interview uses 1 credit and a voice interview 3, and interviews that score below 3 out of 5 on quality use no credits.","question":"How much does Rally UXR cost compared to Koji?"},{"answer":"Yes. A large research team can keep Rally as the system of record for participants, with its filtering, consent rules, cool-downs and engagement history, and use Koji to run the AI-moderated interviews and produce the analyzed report.","question":"Can I use Rally and Koji together?"},{"answer":"No. On paid plans Koji keeps a workspace-wide Participants directory: import a CSV or add people one by one, group them into audiences, and email an audience a branded invitation or reminder from a study, with delivered, opened and started tracked per person. It can also pay incentives and recruit from its panel. A dedicated CRM like Rally becomes worth it when you need cool-down rules, cross-team engagement history and deep integrations at enterprise scale.","question":"Do I need a research CRM to use Koji?"},{"answer":"Yes, on every paid plan. Set an amount per participant from €10 to €500, approve or decline each reward with the interview quality score beside it, and Koji emails the participant a link to claim a gift card, a prepaid Visa card or a charity donation. Rewards come from a workspace rewards balance with a 7.5% handling fee.","question":"Does Koji pay research participant incentives?"}],"relatedTopics":["rally uxr alternative","research crm","researchops","participant management","ai moderated interviews","research operations","thematic analysis","ai customer research"]}],"pagination":{"total":1,"returned":1,"offset":0}}