Best Consumer Insights Platforms (2026): Top 10 Compared
The ten platforms below help brand, product and insights teams learn what consumers think before a launch, a campaign or a price change. Four groups appear. Survey and testing platforms with their own panels (Suzy, quantilope, Zappi, Attest and Pollfish) run quantitative studies on demand. Conversational and video platforms (Remesh, Discuss and Voxpopme) collect qualitative answers at scale. GWI sells access to an existing consumer survey dataset, and Yabble applies AI to data a team already holds. quantilope, GWI, Pollfish and Yabble publish at least one price. Zappi, Attest, Remesh, Discuss and Voxpopme quote after a sales conversation, and Suzy's pricing page was unavailable when checked. Feedback analytics tools that read reviews, tickets and NPS comments sit on StatWharf's voice of customer analytics comparison and are not repeated here.
Order is not a ranking. How entries are ordered.
On this page
Compare at a glance
Select a vendor for details and sources. Scroll the table horizontally on smaller screens.
| Vendor | Consider for | Pricing notes | Standout |
|---|---|---|---|
| Suzymid-market | Consumer brands that want to test ideas and concepts with consumers quickly | Not recorded; Suzy's public pricing page returned an error, so a quote is needed Checked Sep 2026 | Signals, research and data combined in one AI decision engine |
| quantilopemid-market | Insights teams that want automated advanced research methods such as MaxDiff, conjoint and brand tracking | Business plan with 3 users starts at $2,000 a month; Pro and Enterprise quoted Checked Sep 2026 | Automated advanced methods, from MaxDiff and TURF to conjoint and segmentation, with an AI co-pilot |
| Zappienterprise | Global brands that test product ideas, ads and brand health on one connected research system | Not published; a platform subscription plus a yearly credit bundle to fund research, with optional services Checked Sep 2026 | Innovation, advertising and brand health systems that reuse past study data as norms |
| Remeshspecialist | Research teams that want live AI-moderated group conversations with hundreds of consumers at once | Not published; sold as a discrete project or a software subscription Checked Sep 2026 | Participants vote on each other's answers in real time, with AI analysis during the session |
| Discussspecialist | Brands and agencies that run moderated interviews, focus groups and video research globally | Not published; Consumer Reach and Consumer Reach+ plans for brands, with separate agency plans Checked Sep 2026 | Recruitment and respondent incentives included for Discuss projects |
| GWImid-market | Marketing and strategy teams that want answers from an existing global consumer survey dataset | Free plan; Plus $1,500 per user (€1,400, £1,200), paid monthly or annually; Teams and Pro quoted Checked Sep 2026 | Agent Spark answers questions from GWI data, including inside ChatGPT, Claude and Copilot |
| Attestmid-market | Brand and marketing teams that run their own surveys across many countries at one audience price | Not published; annual subscriptions from Basic (up to 50,000 credits) to Custom (400,000+), one credit per answer per person Checked Sep 2026 | One flat audience fee with no premium for niche audiences across 59 countries |
| Pollfishsmb | Marketers, consultants and researchers that want pay-per-response surveys with no subscription | Free to join; self-service responses from $0.95 each; full-service projects from $5,000; enterprise packages from $10,000 a year Checked Sep 2026 | A public survey cost calculator and no subscription for self-service studies |
| Yabblespecialist | Insights teams that want AI analysis of existing data and synthetic virtual audiences | Annual tiers of $8,900, $20,000, $40,000 and $80,000; Enterprise quoted Checked Sep 2026 | Virtual Audiences generative AI alongside Count and Gen analysis tools |
| Voxpopmespecialist | Insights teams that want video surveys, live interviews and AI-moderated interviews in one qualitative platform | Not published; video surveys, live interviews, AI moderator and user research are quoted as solutions Checked Sep 2026 | Self-recorded video answers with automatic themes, sentiment and showreels |
These comparisons draw on public product information, not hands-on testing of every tool. Source records identify available references and checks; missing evidence is marked. Buyer fit is an editorial assessment, not a measured performance score. How to use this research.
Consumer insights platforms give brand, product and marketing teams answers from consumers without commissioning a traditional agency study. A team writes a survey, a concept test or a discussion guide, the platform sends it to a panel, and results arrive in hours or days with automated analysis. Some platforms replace fieldwork with an existing dataset or AI-generated audiences.
The market splits into quantitative survey and testing platforms, qualitative platforms for conversations and video, and data or AI products that answer questions without new fieldwork. Prices differ in what they count: responses, credits, seats, tiers or projects. This comparison covers ten platforms across those groups, with pricing read from each vendor’s own pages.
Vendor details and trade-offs
Suzy sells a consumer research platform that it calls a decision engine. It combines consumer Signals, new research and existing data in one place, with an AI assistant that answers questions from that material. The company positions the platform for teams that want consumer answers during development rather than after it.
Suzy's published customer quotes come from consumer brands and agencies, including food, beauty and retail companies and an advertising agency. The quotes describe concept tests, long-term consumer tracking and live idea testing with consumers.
StatWharf could not verify Suzy's plans in September 2026 because the pricing page returned an error. Buyers should ask how studies are metered and what a typical concept test costs before comparing Suzy with the credit and per-response models below.
Potential strengths
- Customer quotes span food, beauty, retail and agency teams
- Positions research for fast iteration during concept development
Trade-offs
- No verified public price
- Pricing page was unavailable when checked
- Product reference
- Product documentation
- Billing terms: Not recorded
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
quantilope describes itself as a consumer intelligence platform that automates agency-style market research. Users build surveys from research templates, and the platform runs automated data cleaning, live significance testing and charting. An AI co-pilot called quinn assists across the workflow.
The method set is the main difference from general survey tools. Business includes a subset of advanced methods or tracking, such as MaxDiff, price sensitivity, TURF, A/B tests and key driver analysis. Pro adds implicit association tests and the inColor qualitative method. Enterprise adds conjoint and segmentation, plus PowerPoint export and API access.
Every plan includes research support, and panel and professional services are available. A team that needs conjoint studies should price Enterprise from the start.
Potential strengths
- Entry price is public
- Advanced methods run inside the platform without a separate agency
Trade-offs
- Conjoint and segmentation require Enterprise
- Seat counts are fixed per plan
- Product reference
- Pricing source
- Billing terms: Monthly price stated for Business; Pro and Enterprise by quote
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Zappi calls its product a connected insights platform. It groups research into three systems: innovation for product development, advertising for ad concepts and executions, and brand health for continuous tracking. Studies feed a single store of consumer data, so later tests compare against the brand's earlier results.
Premium covers full access to the solutions portfolio, custom branded domains, custom taxonomy, automated AI-powered reporting and Zappi or custom audiences. Enterprise adds global support, unlimited teamspaces and maintenance of tailored solutions. Custom norms and solution tailoring can be accelerated through set-up add-ons.
Zappi cites Forrester research that brands using it saw a 4 to 7 percent increase in new product revenue compared with legacy providers. That is a commissioned vendor figure, not a StatWharf measurement.
Potential strengths
- Both plans include unlimited users
- Past studies feed norms for later tests
Trade-offs
- No public price
- Tailoring and norms acceleration are paid add-ons
- Product reference
- Pricing source
- Billing terms: Platform subscription plus yearly credit bundle; services as add-ons
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Remesh runs AI-powered online focus groups. Hundreds of participants join one session, answer open questions and vote on each other's responses. The platform analyses answers as they arrive, so a moderator can change direction during the session rather than after it.
The company positions the product for concept and message testing, foundational research and concept development. An embedded AI research assistant, Remy, helps plan and run a study, and Remesh offers research and sample services for teams without their own participants. The same platform also serves HR teams for employee listening.
A team that runs a few studies a year can buy single projects. A team that runs research continuously should compare the subscription, which keeps every study's data in one place.
Potential strengths
- Combines qualitative answers with quantitative voting
- Project purchase avoids a long subscription for occasional studies
Trade-offs
- No public price
- The group-conversation format differs from one-to-one interviews
- Product reference
- Pricing source
- Billing terms: Per project or software subscription
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Discuss is a qualitative research platform for live interviews, focus groups and unmoderated video studies such as shop-alongs. Stakeholders watch live sessions from a secure backroom at no extra cost, and moderators from an outside network can use the platform without limits.
The plans bundle services with software. Discuss handles project management, session support and screener creation, and it recruits the target audience and pays incentives for Discuss projects. GenAI experience agents, which Discuss calls Genie, help summarise sessions and draft reports. Existing recordings can be uploaded for analysis.
Discuss announced a strategic combination with Voxco, a quantitative survey company. Buyers that need both qualitative and survey work should ask how the combined offer is packaged.
Potential strengths
- Recruitment and incentives are included for Discuss projects
- Separate plans for brands and agencies
Trade-offs
- No public price
- Stored recordings are capped at 100 files or 50 GB before upgrades
- Product reference
- Pricing source
- Billing terms: Custom plan by team or organisation size
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
GWI sells access to consumer survey data it collects itself, rather than tools to field a new study. Users filter audiences by profiling points, build crosstabs and dashboards, and generate charts. Agent Spark, its AI assistant, answers questions from the data and can run inside ChatGPT, Claude and Copilot.
The plans scale by depth. Free and Plus reach 50,000 profiling points and recent quarters of data. Teams adds shared dashboards and saved audiences in prompts. Pro opens up to 250,000 profiling points, bespoke audiences, detailed crosstabs and more than 15 years of trended data.
For larger organisations, GWI builds custom datasets, offers an API that feeds its data into other products, and assigns account managers. A team that needs reactions to its own concept will still need a fieldwork platform.
Potential strengths
- A free tier and a published Plus price
- Answers arrive without waiting for fieldwork
Trade-offs
- Data covers GWI's own survey questions, not a brand's concept
- Historic data depth depends on plan
- Product reference
- Pricing source
- Billing terms: Monthly or annual payment; Teams and Pro by quote
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Attest is a self-serve consumer survey platform with its own multi-panel audience across 59 countries and more than 70 languages. Teams write and launch surveys, then analyse results in the platform. Every subscription includes a designated research expert who reviews project rigor and data quality, plus a customer success team.
The pricing model is the clearest in this group. A credit is one answer from one person, qualifying questions only count for people who qualify, and the audience fee stays flat whatever the targeting. Harder audiences cost the same but can take longer to fill.
Buyers should size the plan to a year of planned studies, because top-ups cost 10 percent more and unused credits lapse at the end of the term.
Potential strengths
- Unlimited seats and all features on every plan
- Credit rules are documented in plain terms
Trade-offs
- Unused credits expire after 12 months
- Credit price is not published
- Product reference
- Pricing source
- Billing terms: 12-month credit subscription; top-ups available at a higher rate
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Pollfish is a self-service survey platform owned by Prodege. Users build surveys with a free AI survey builder and pay only when the survey launches and collects responses. Pollfish states access to more than 250 million consumers worldwide and an ESOMAR-certified panel.
The pricing page includes a calculator that estimates cost from survey length, research methods and audience. Advanced methods carry per-response surcharges. Teams that do not want to run studies themselves can buy full-service projects with a dedicated research expert and presentation-ready reports.
Enterprise accounts add shared workspaces, SSO, volume discounts and an account manager. Pollfish names agencies and consultants among its target buyers, which suits teams that run surveys for clients.
Potential strengths
- Prices are public down to method surcharges
- No subscription for self-service work
Trade-offs
- Final price varies with survey length and targeting
- Complex full-service work routes to parent company Prodege
- Product reference
- Pricing source
- Billing terms: Pay per response; per project for full service; annual commitment for enterprise
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Yabble sells an AI toolbox for insights teams under one subscription. Count analyses open-text and survey data a team uploads by CSV. Gen generates insight from topics and questions. Virtual Audiences, its generative AI product, simulates how defined audiences might respond.
Tiers differ by budget and usage rather than by feature, since every annual tier includes the full toolbox, unlimited licences, API access for data linking and dedicated support. Enterprise adds integration with existing systems for larger teams.
Synthetic audiences are a fast way to screen ideas, but they are model output, not responses from real consumers. Buyers that must defend a decision with measured data should pair Yabble with a fieldwork platform.
Potential strengths
- Every tier price is public
- Unlimited users and API access on all tiers
Trade-offs
- Virtual audiences are synthetic and do not replace fieldwork
- Annual commitment only
- Product reference
- Pricing source
- Billing terms: Annual subscription
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Voxpopme is a qualitative research platform built around video. Its video surveys ask open-ended questions that consumers answer by recording themselves, and the answers can be embedded in an existing quantitative survey. The platform transcribes each video and detects themes and sentiment automatically.
Live interviews cover recruitment, screening, scheduling and browser-based interview rooms, and the Voxpopme Recorder works with Zoom and Google Meet. The AI moderator runs voice interviews with adaptive follow-up questions, and Voxpopme states a global panel of more than 3.5 million participants. A separate user research product adds task-based studies and screen recording.
Output arrives as AI reports, video clips and showreels for stakeholders. Buyers should ask which solutions a quote covers, since each is listed separately.
Potential strengths
- Video surveys embed inside existing quantitative surveys
- Recruitment, scheduling and interview rooms in one place
Trade-offs
- No public price
- Qualitative focus, so large quantitative studies need another tool
- Product reference
- Pricing source
- Billing terms: Not recorded
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Frequently asked questions
What is a consumer insights platform?
A consumer insights platform helps brands learn what consumers think, want and do. Most field new research, such as surveys, concept tests, interviews or video studies, to a consumer panel and analyse the results. Some, such as GWI, sell access to consumer data that was already collected.
How is a consumer insights platform different from voice of customer analytics?
Consumer insights platforms ask consumers new questions, often people who are not yet customers. Voice of customer analytics reads feedback that existing customers already left, such as reviews, tickets and NPS comments. StatWharf compares those tools on a separate voice of customer analytics page.
How much do consumer insights platforms cost?
As of September 2026, published prices on this page range from GWI's free tier and $0.95 per response at Pollfish, to $2,000 a month for quantilope Business and $80,000 a year for Yabble Tier 3. Zappi, Attest, Remesh, Discuss and Voxpopme quote after a sales conversation. Suzy's price could not be verified.
Which platforms charge per response instead of a subscription?
Pollfish charges per response with no subscription for self-service surveys. Attest uses credits and counts one credit per answer per person. quantilope, GWI and Yabble sell seats or tiers.
Which platforms run qualitative research?
Remesh runs live group conversations where participants vote on each other's answers. Discuss runs moderated interviews, focus groups and unmoderated video studies. Voxpopme collects self-recorded video answers and runs AI-moderated interviews. quantilope Pro adds a qualitative method, and Suzy positions its platform for live idea testing with consumers.
Can synthetic or virtual audiences replace consumer surveys?
Yabble's Virtual Audiences and similar tools simulate responses with AI. They can screen many ideas quickly, but the answers are model output, not measured consumer responses. Teams that must justify a launch or budget decision usually confirm the shortlist with real respondents.
Which platforms suit advanced methods such as conjoint or MaxDiff?
quantilope offers MaxDiff, TURF, price sensitivity and key driver analysis, with conjoint and segmentation on Enterprise. Pollfish offers MaxDiff and conjoint for $1.00 extra per response and price sensitivity for $0.50 extra. Buyers should confirm the method is on the plan they price.
How were these platforms selected?
StatWharf selected platforms that field or supply consumer research for brands and publish product and pricing documentation. Each entry was checked against the vendor's own pricing or product page in September 2026. No vendor confirmed its entry, and no platform was tested hands-on.
Suggest a vendor or correction
Send factual corrections to editorial@statwharf.com. Corrections are free. For inclusion or placement enquiries, contact partnerships.
First published September 2026. Page update dates reflect editorial changes, not a fresh check of every vendor.