Chorus vs User Intuition: Win-Loss Research and Pricing

Chorus by ZoomInfo includes win-loss and market intelligence alongside call recording, coaching and CRM-linked deal visibility. Those capabilities can surface a question worth investigating, such as why apparently positive evaluations fail to convert.

User Intuition’s win-loss research follows the decision across recent wins, losses and no-decisions. Interview a procurement lead, technical evaluator or end user about their own role, then compare the accounts. This can reveal where a sales team’s account of the decision is incomplete.

User Intuition uses 5–7 levels of laddering. A buyer who describes “missing functionality” can explain the task it would support, the workaround they tried and the consequences for their team. That sequence helps a product team distinguish a feature request from the problem that needs solving.

The design draws on Reynolds and Gutman’s laddering approach, which links attributes, consequences and personal values. In a vendor evaluation, these links can explain why two buyers react differently to the same feature gap. The finding becomes useful for product prioritization and messaging, rather than just an objection count. See how User Intuition applies laddering.

A research team or agency can invite buyers from several recently closed deals at once. Participants complete interviews when available, and findings arrive as quality conversations finish. This removes the need to schedule a separate live moderator for every buyer.

Bring your own contacts for research about your specific deals. For broader category research, User Intuition offers a 4M+ vetted panel and interviews in 80+ languages. Specialist audiences and buyer response affect fieldwork timing; concurrency lets the platform keep pace as participants become available.

Five User Intuition interviews with standard panel recruitment cost $300. Incentives for your own participants are separate, and specialist audiences require a recruiting quote. For deal-specific win-loss work, start with the people involved in those deals and budget their incentives separately.

Chorus’s product page directs buyers to a demo rather than a public per-interview price. Its proposal should specify the included products, users and contract terms. An agency using User Intuition can instead budget each research brief and expand the study as additional buyer segments become relevant.

User Intuition checks that an interview develops substantive buyer experiences and covers the study topics, as well as meeting the required length. A short exit or a conversation that never reaches the buying decision fails to provide the same research value as a detailed account.

Chorus’s commercial terms cover conversation intelligence for the sales organization. User Intuition’s automatic billing checks apply to the research interviews your team commissions. This reduces the manual work of identifying unusable sessions and requesting a refund before preparing a client or leadership readout.

User Intuition’s evidence review is informed by Malterud et al.’s information power framework and Hennink et al.’s research on meaning saturation. These approaches relate sample adequacy to relevant information and distinguish noticing a theme from understanding it in depth. User Intuition uses these approaches to examine whether the relevant buyer roles are represented and whether their explanations are developed enough to support action. Existing interviews may need deeper analysis; missing perspectives may justify a targeted follow-up with a different stakeholder.

A shopper study illustrates how this evidence review works. We interviewed 43 Walmart shoppers to understand purchase decisions, trip friction and return intent. Thirty-six said they would shop at Walmart again. User Intuition recommends recontacting shoppers after their next comparable trip, then comparing those who returned with those who chose another store. This tests what turns stated intent into a store choice. Explore the Walmart study, two recommended follow-ups and sample presentation.

For example, a product marketer could ask an assistant to investigate why security reviews stalled otherwise successful evaluations. User Intuition can help prepare a study for technical evaluators and procurement leads, then make the resulting evidence available to the same assistant for analysis.

Chorus connects conversation intelligence to a sales workflow, including recorded interactions and deal context. User Intuition’s agent access is designed for operating customer research: the agent can help collect the missing evidence as well as retrieve existing findings. Researchers retain control of the audience, brief and budget.

User Intuition’s synthetic participants can help a team explore how different stakeholders respond to a revised onboarding promise or procurement message. Those responses help refine the interview guide around the habits and constraints of specific buyer roles. Explore User Intuition’s synthetic participants.

This design is informed by Park et al. (2024). Their simulations of 1,052 people reproduced General Social Survey answers 85% as accurately as those people reproduced their own answers two weeks later. The result informs User Intuition’s person-specific grounding and repeated calibration against the original respondent. The practical use is to prepare sharper questions about vendor choice, implementation and adoption before commissioning the next study.