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Best Consumer Insights Platforms (2026): Top 10 Compared

Updated September 2026By StatWharf Editorial10 vendorsMethodology

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
  1. Comparison table
  2. Vendor details
  3. Suzy
  4. quantilope
  5. Zappi
  6. Remesh
  7. Discuss
  8. GWI
  9. Attest
  10. Pollfish
  11. Yabble
  12. Voxpopme
  13. How to choose
  14. Frequently asked questions
  15. Suggest a vendor

Compare at a glance

Select a vendor for details and sources. Scroll the table horizontally on smaller screens.

Consumer Insights Platforms: vendor fit and recorded pricing
VendorConsider forPricing notesStandout
Suzymid-marketConsumer brands that want to test ideas and concepts with consumers quicklyNot recorded; Suzy's public pricing page returned an error, so a quote is needed Checked Sep 2026Signals, research and data combined in one AI decision engine
quantilopemid-marketInsights teams that want automated advanced research methods such as MaxDiff, conjoint and brand trackingBusiness plan with 3 users starts at $2,000 a month; Pro and Enterprise quoted Checked Sep 2026Automated advanced methods, from MaxDiff and TURF to conjoint and segmentation, with an AI co-pilot
ZappienterpriseGlobal brands that test product ideas, ads and brand health on one connected research systemNot published; a platform subscription plus a yearly credit bundle to fund research, with optional services Checked Sep 2026Innovation, advertising and brand health systems that reuse past study data as norms
RemeshspecialistResearch teams that want live AI-moderated group conversations with hundreds of consumers at onceNot published; sold as a discrete project or a software subscription Checked Sep 2026Participants vote on each other's answers in real time, with AI analysis during the session
DiscussspecialistBrands and agencies that run moderated interviews, focus groups and video research globallyNot published; Consumer Reach and Consumer Reach+ plans for brands, with separate agency plans Checked Sep 2026Recruitment and respondent incentives included for Discuss projects
GWImid-marketMarketing and strategy teams that want answers from an existing global consumer survey datasetFree plan; Plus $1,500 per user (€1,400, £1,200), paid monthly or annually; Teams and Pro quoted Checked Sep 2026Agent Spark answers questions from GWI data, including inside ChatGPT, Claude and Copilot
Attestmid-marketBrand and marketing teams that run their own surveys across many countries at one audience priceNot published; annual subscriptions from Basic (up to 50,000 credits) to Custom (400,000+), one credit per answer per person Checked Sep 2026One flat audience fee with no premium for niche audiences across 59 countries
PollfishsmbMarketers, consultants and researchers that want pay-per-response surveys with no subscriptionFree to join; self-service responses from $0.95 each; full-service projects from $5,000; enterprise packages from $10,000 a year Checked Sep 2026A public survey cost calculator and no subscription for self-service studies
YabblespecialistInsights teams that want AI analysis of existing data and synthetic virtual audiencesAnnual tiers of $8,900, $20,000, $40,000 and $80,000; Enterprise quoted Checked Sep 2026Virtual Audiences generative AI alongside Count and Gen analysis tools
VoxpopmespecialistInsights teams that want video surveys, live interviews and AI-moderated interviews in one qualitative platformNot published; video surveys, live interviews, AI moderator and user research are quoted as solutions Checked Sep 2026Self-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

mid-marketsuzy.com ↗
Consider forConsumer brand and agency teams that want to test ideas and concepts with consumers and iterate quickly, as Suzy's customer case material describes
Pricing notesNot recorded. Suzy's pricing URL redirected to a page that returned HTTP 404 on 22 September 2026, so no plan price on this page is verified. Buyers should request current plans and credit terms from Suzy (checked Sep 2026)
Feature to evaluateA decision engine that places consumer Signals, new research and existing data in one platform

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
Sources and status

quantilope

mid-marketquantilope.com ↗
Consider forBrand and insights teams that want to run advanced quantitative methods themselves, with automated analysis and charting, as quantilope documents
Pricing notesBusiness, with 3 users, starts at $2,000 a month. Pro (5 users) and Enterprise (10 users) are quoted. Pro adds implicit and qualitative methods and multi-language studies. Enterprise adds conjoint, segmentation, PowerPoint export, API integrations and SSO (checked Sep 2026)
Feature to evaluateA method library that includes MaxDiff, price sensitivity, TURF, key driver analysis, implicit tests and mental availability tracking

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
Sources and status
  • 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

enterprisezappi.io ↗
Consider forLarge consumer brands that want to test product concepts and advertising iteratively and track brand health, as Zappi documents
Pricing notesNot published. Zappi prices in three parts: a platform subscription (Premium or Enterprise, both with unlimited users), a credit bundle scoped to a year of research, and optional professional services (checked Sep 2026)
Feature to evaluateCustom norms and automated AI reporting across innovation, advertising and brand tracking studies

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
Sources and status
  • 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

specialistremesh.ai ↗
Consider forInsights teams that want qualitative depth from large groups, such as concept and message tests, run in about an hour, as Remesh documents
Pricing notesNot published. Remesh states buyers can purchase a discrete project or a software subscription that keeps data in one place and includes the latest features, and it sets pricing in a sales conversation (checked Sep 2026)
Feature to evaluateLive online sessions where hundreds of participants answer and vote, so consensus appears during the session

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
Sources and status

Discuss

specialistdiscuss.io ↗
Consider forBrand insights teams and research agencies that run live and unmoderated qualitative video research with stakeholders observing, as Discuss documents
Pricing notesNot published. Brands choose Consumer Reach, with fully managed research support, or Consumer Reach+, with added expert support. Agencies have separate plans. Plans include live and unmoderated research, 100 files or 50 GB of previously recorded research, and recruitment and respondent incentives for Discuss projects (checked Sep 2026)
Feature to evaluateUnlimited observers and moderators, consent forms and GenAI experience agents on the same plan

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
Sources and status
  • Product reference
  • Pricing source
  • Billing terms: Custom plan by team or organisation size
  • Source review: checked Sep 22, 2026
  • Vendor confirmation: not confirmed

GWI

mid-marketgwi.com ↗
Consider forTeams that need audience profiles and consumer trends across markets without fielding a new survey, as GWI documents
Pricing notesFree costs $0 and includes 10 Agent Spark prompts a month. Plus is listed at $1,500 per user (€1,400 or £1,200), with unlimited prompts and chart export. Teams and Pro are quoted; Pro adds unlimited platform access, up to 250,000 profiling points and 15-plus years of trended data. GWI states customers can pay monthly or annually (checked Sep 2026)
Feature to evaluateA ready-made consumer dataset queried through an AI assistant, dashboards and crosstabs

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
Sources and status
  • 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

mid-marketaskattest.com ↗
Consider forTeams that run consumer surveys themselves across several markets and want a research expert assigned to check rigor, as Attest documents
Pricing notesNot published. Annual subscriptions are sized in credits: Basic up to 50,000, Standard up to 100,000, Elite up to 200,000 and Custom over 400,000. One credit is one answer to one question from one person, so 10 questions to 500 people use 5,000 credits. Mid-year top-ups cost 10% more, and unused credits do not roll over (checked Sep 2026)
Feature to evaluateThe same cost per respondent however narrow the audience, with unlimited seats

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
Sources and status
  • 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

smbpollfish.com ↗
Consider forMarketers, researchers and consultants that need fast self-service consumer surveys and pay only when a survey collects responses, as Pollfish documents
Pricing notesFree to join, with responses from $0.95 each. MaxDiff and conjoint add $1.00 per response and price sensitivity adds $0.50. Full-service projects start at $5,000, with simple general-population studies from $5,000 per market. Enterprise packages start at a $10,000 annual commitment with volume discounts (checked Sep 2026)
Feature to evaluatePer-response pricing with a calculator, backed by a panel it states reaches 250 million consumers

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
Sources and status
  • 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

specialistyabble.com ↗
Consider forInsights teams that want to analyse text and survey data they already hold and explore ideas with AI-generated virtual audiences, as Yabble documents
Pricing notesTier 0 costs $8,900 a year, Tier 1 $20,000, Tier 2 $40,000 and Tier 3 $80,000. All annual subscriptions include unlimited user licences, API access and the full toolbox. Enterprise is quoted (checked Sep 2026)
Feature to evaluateA published annual price ladder with unlimited users on every tier

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
Sources and status

Voxpopme

specialistvoxpopme.com ↗
Consider forTeams that want the reasons behind survey results, captured as consumer video and analysed by AI, as Voxpopme documents
Pricing notesNot published. The pricing page lists four solutions: video surveys, live interviews, AI moderator and user research, each priced through sales (checked Sep 2026)
Feature to evaluateAn AI moderator that runs voice interviews with a stated 3.5 million-person panel, with no moderator to schedule

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
Sources and status

How to choose a vendor

Decide between new research and existing data

Most platforms here field new studies to a panel. GWI instead sells access to a survey dataset it already collected, and Yabble analyses data a team uploads or generates virtual audiences. A team that needs answers about its own concept needs fresh fieldwork; a team sizing an audience may not.

Price the unit, not the plan

Vendors meter different things. Attest counts one credit per question per respondent, Pollfish charges per response, and quantilope, Yabble and GWI sell subscriptions by seat or tier. A buyer should price one typical study, such as 10 questions to 500 people, on each model.

Check which methods need a higher tier

Advanced methods are often gated. quantilope reserves conjoint and segmentation for Enterprise, and Pollfish adds a per-response surcharge for MaxDiff, conjoint and price sensitivity. Qualitative depth also varies: Remesh runs live group conversations, Discuss runs moderated interviews, and Voxpopme collects self-recorded video.

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.

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First published September 2026. Page update dates reflect editorial changes, not a fresh check of every vendor.