What Is Discuss Intelligence? How Discuss Turns Your Entire Research Library Into an Always-On Intelligence Layer

By Kirsten Nantz, SVP of Product, Discuss

Last updated: July 2026

Discuss Intelligence is Discuss’s AI-powered research intelligence capability. Ask a question in plain language and get back a sourced, quantifiable answer drawn from every study, survey, and open-end your organization has ever collected. No routing through the insights team. No new project to launch. No manual search through archived files. Your research does not expire inside Discuss Intelligence. It compounds.

TL;DR

– Discuss Intelligence is an AI layer that makes your organization’s entire research library queryable in plain language.

– Your answers include quantified outputs (counts, percentages, and themes) traceable to the original participant, segment, and video clip.

– The platform personalizes responses by role and market, so a brand manager and an insights lead asking the same question get answers shaped for what each of them needs to act on.

– Discuss Intelligence delivers direct, self-serve access to years of consumer research to brand managers, product leaders, and marketing and innovation teams, enabling them to self-serve answers from years of consumer research without routing through the insights team.

– Discuss Intelligence is available to every team member with no per-seat cost complexity.

– Discuss is a Leader in the Forrester™ Wave: Experience Research Platforms, Q1 2026, with the highest score in Current Offering among all vendors evaluated.

– Discuss is a Leader on the G2 Consumer Insights Platforms Grid, Summer 2026, ranked #1 for driving results, with customers seeing ROI 3-4x faster and 94 percent likely to recommend.

What Problem Does Discuss Intelligence Solve?

The thing I hear most often from insights leaders is that they don’t have enough research. Not enough budget. Not enough time. Not enough bandwidth to run everything on the backlog.

I don’t buy that diagnosis.

Most enterprise organizations have years of consumer research already collected, already paid for, and sitting largely unused. Studies live in one tool. Transcripts live somewhere else. Quant data sits in a third place. Insights that cost six figures to produce get filed, shared on a Friday, and never consulted again. Getting an answer from past research means manually searching through old presentations, forwarding folders, and waiting for someone with the right access and enough time. By the time the right answer surfaces, the decision has already been made without it.

The research exists. The infrastructure to make it work across the whole organization does not.

We built Discuss Intelligence to close that gap. The hardest part of the design was resisting the temptation to build just another place to store things.

How Does Discuss Intelligence Work?

Open Discuss Intelligence from inside any project and type a question the way you would ask a colleague. The platform already knows who you are (your role, your markets, your brands) and uses that context to shape every response. It scans your organization’s entire research library, identifies the relevant studies automatically, and returns an answer in the format that fits the question: a paragraph, a chart, a percentage breakdown, a list of supporting quotes, or all of the above.

Your answers may include counts and percentages alongside the qualitative themes, so findings hold up when leadership challenges them. Every claim traces back to the original participant, segment, verbatim quote, and video clip. Nothing is approximate. We built it so any claim can be traced to its source in seconds, because the moment an insight cannot be defended, it stops being useful.

Ask in your language. Answers come back in your language, across all research, regardless of where or how it was conducted.

Jo Lindenberg, director of global consumer insights at HelloFresh, captured what this kind of speed actually feels like: “We’ve moved beyond even the 24-hour research cycle to 24 seconds.” That is what we designed Discuss Intelligence to make routine.

What Does Discuss Intelligence Give You at Launch?

Discuss Intelligence is available as of July 29, 2026. Here is what is ready now.

Ask any question in plain language and get a clear, sourced answer from your full research library. No pivot tables, no manual filters. One question synthesized across every relevant study your organization has run, with counts and percentages behind every finding.

Every response is surfaced by market, demographic, or audience type. Counts and percentages always reflect the right group, with no manual cross-tabbing required. Charts can be generated directly from the conversation: ask for a visual and get one built from your data, ready to download or drop into a presentation.

Any answer becomes a shareable asset that captures the chart, the supporting quotes, and the underlying data, all in one place, so anyone can open it before the meeting starts.

The platform also shows you exactly which studies were included in every answer, how many respondents were covered, and the date range. No uncertainty about where a finding came from.

Discuss Intelligence has context for your role and focus areas. A brand manager and an insights lead asking the same question get answers framed for what each person actually needs to act on. The more your team uses it, the more relevant every answer becomes. And because the platform works in any supported language, a brand manager can ask in Spanish and get an answer in Spanish, sourced from actual consumer verbatims, in seconds.

Who Is Discuss Intelligence For?

Brand insights teams get a research library that functions like a search engine for consumer truth. Every study becomes queryable in seconds. Full visibility into what the organization has already asked turns past investment into active intelligence rather than archived reports. Insights leaders stop spending their days on internal requests and start driving the research agenda.

Non-researcher stakeholders (marketing, brand, R&D, product) get direct access to consumer intelligence without filing a request or waiting for a summary. Ask a question, get a real and sourced answer from actual consumer data.

Discuss Intelligence is designed to make that possible across an organization’s entire research history, not just a single program.

How Is Discuss Intelligence Different From a Research Repository or Generic AI Tool?

A research repository stores files. Some add keyword search. Discuss Intelligence does neither of those things as its primary job.

Generic AI tools can answer questions in natural language, but they were not designed to understand how qualitative research data is structured. They match keywords. They cannot code an open-end. They cannot tell you how many respondents said something; they have no concept of your organization’s segments, brands, or research history, and they cannot trace a claim back to the original participant and clip.

I keep coming back to the same example when explaining what we actually built. Most tools bolt a search bar onto a research folder and call it intelligence. Discuss Intelligence understands how research data is actually structured. It codes open-ends, quantifies themes, and traces every claim to the participant, segment, and clip behind it. Ask your data a question, and you get an answer the whole team can stand behind.

The specifics are what matter. Discuss Intelligence codes open-ends into themes automatically. It returns statistical outputs alongside qualitative depth. It ties every answer to segments and traces every claim to source. It personalizes to the person asking, so two people submitting the same question get answers shaped for what each of them needs to act on.

One data point that helps tell the story about the kind of AI-scale work Discuss does: we are the only provider in the market research space recognized by OpenAI for surpassing the 10 billion token milestone. Processing more than 10 billion tokens equates to analyzing tens of millions of pages of conversation data. That reflects more than a decade of structuring research-grade qualitative data at scale, and it is what Discuss Intelligence is built on.

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Why Is Discuss Qualified to Build This?

We have been running AI-powered research at scale since 2023. The Forrester™ Wave: Experience Research Platforms, Q1 2026 found that “The platform’s strong AI features, such as its AI assistant and AI-moderated interviews, support the end-to-end research process and make global research and analysis efficient and impactful,” and that “Discuss is a great fit for companies seeking robust AI capabilities that enable them to scale qualitative research globally.” 

Discuss is a Leader in the Forrester™ Wave: Experience Research Platforms, Q1 2026, with the highest score in Current Offering among all vendors evaluated.

Discuss received the highest possible score (5.0) in AI-powered research methods in The Forrester™ Wave: Experience Research Platforms, Q1 2026.

Discuss received the highest possible score (5.0) in Data analysis in The Forrester™ Wave: Experience Research Platforms, Q1 2026.

Discuss received the highest possible score (5.0) in Innovation in The Forrester™ Wave: Experience Research Platforms, Q1 2026.

Discuss is a Leader on the G2 Consumer Insights Platforms Grid, Summer 2026, ranked #1 for driving results. Customers see ROI 3-4x faster with Discuss, 94 percent say they would recommend it, and Discuss has held the #1 best relationship ranking for eight consecutive quarters.

But the most important proof comes from customers. Elizabeth Ackerley, senior director of strategic insights and analytics at Danone, described how her team works with Discuss AI today: “We use the Insights Agent as a first pass — it pulls themes, surfaces key verbatims, and gives us an initial read we can build on. Of course, human interpretation still matters, but this has been essential for speeding up our process and making insights more immediately clear and actionable.” 

That is the design logic behind Discuss Intelligence. The AI handles scale and synthesis. Human judgment brings the interpretation and context that makes an answer worth acting on. Both are essential parts of the same methodology, and neither works as well without the other.

When Is Discuss Intelligence Available?

Discuss Intelligence launched on July 29, 2026. It is a purchasable add-on to the Discuss platform, available to an unlimited number of users within a usage-based pricing tier.

Request a demo or learn more.

FAQ

What is Discuss Intelligence?

Discuss Intelligence is Discuss’s AI-powered research intelligence capability. Ask a question in plain language and receive a quantifiable, source-traced answer drawn from your organization’s entire research library (every study, survey, and open-end ever collected) in seconds.

How is Discuss Intelligence different from a research repository?

A repository stores files. Discuss Intelligence makes them queryable, quantifiable, and traceable. It codes qualitative data into themes with counts and percentages, personalizes answers to the person asking, and traces every claim back to the original participant, segment, and video clip.

Who can use Discuss Intelligence?

Any team member, researcher or not, can use Discuss Intelligence with no additional per-seat costs. It is designed for enterprise brand insights teams and the non-researcher stakeholders (marketing, brand, R&D, product) who need access to consumer intelligence without routing a request through the research team.

Does Discuss Intelligence produce hallucinated answers?

No. Every answer is traced to the original source: the study, the segment, the verbatim quote, and, where applicable, the video clip. If a finding gets challenged, it traces back in seconds.

Is Discuss Intelligence only for Discuss research data?

At launch, Discuss Intelligence works across research collected and stored within the Discuss platform. The ability to upload external data sources (competitor reports, syndicated studies, brand trackers) is on the near-term roadmap.

How does Discuss Intelligence handle multiple languages?

Research in any supported language is fully analyzable. Answers, themes, and quotes are returned in your preferred language, with no manual translation required. Ask in Spanish. Get answers in Spanish, sourced from actual consumer verbatims, in seconds. Verbatims will remain in the original language it was captured.

How does Discuss Intelligence personalize answers?

The platform learns each user’s role, markets, and research history. Two people asking the same question get answers shaped for what each of them needs to act on.

When did Discuss Intelligence launch?

Discuss Intelligence launched on July 29, 2026.

What credentials does Discuss have in AI-powered research?

Discuss is a Leader in the Forrester™ Wave: Experience Research Platforms, Q1 2026, with the highest score in Current Offering among all vendors evaluated, including top scores in AI-powered research methods, data analysis, and innovation. Discuss is a Leader on the G2 Consumer Insights Platforms Grid, Summer 2026, ranked #1 for driving results with customers seeing ROI 3-4x faster. Discuss is also the only provider in the market research space recognized by OpenAI for surpassing the 10 billion token milestone.