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Research · head to head

Marvin vs Zappi

Marvin logo

Marvin

Research

Qualitative research repository with AI notetaking, and an MCP server you can query from Claude

From
Free
Rated
-
Full reviewWebsite
Zappi logo

Zappi

Research

Automated consumer insights platform for testing advertising, product concepts and brand health

From
On request
Rated
-
Full reviewWebsite

The short version

  • Only Marvin has a free tier, so it costs nothing to try first.
  • Each has a real cost: Marvin transcription is inconsistent, with missing punctuation and specifically poor Portuguese accuracy reported, so non-English research teams spend the time cleaning up that the licence was meant to save.; Zappi nothing is published: pricing is a platform subscription plus a prepaid credit bundle quoted per customer, so a buyer cannot benchmark the cost against agency research without going through sales.
  • They diverge on capability: Marvin covers AI Notetaker, Zappi covers Validated study templates.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Marvin and Zappi actually diverge.

Attributes where Marvin and Zappi differ
AttributeMarvinZappi
Starting priceFreeOn request
Free tierYesNo

Identical on both: pricing model (quote), platforms (Web), user rating (Not yet rated), category (Research).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Marvin

  • AI Notetaker
  • AI Moderated Interviewer
  • Ask AI
  • Deep Research
  • Thematic and emotion analysis
  • Clips and highlight reels
  • Virtual observation room
  • MCP server and API

Only in Zappi

  • Validated study templates
  • Respondent panel access
  • Normative benchmarks
  • Creative testing
  • Brand health tracking
  • AI analysis over history
  • Unlimited users
  • Exports and integrations

What people use each for

The jobs each tool is most often brought in to do.

Marvin

  • A two-person research team that needs interviews transcribed, tagged and searchable without hiring an analyst or buying an enterprise repository.not Zappi
  • A product organisation where findings are never read, wanting product managers to query past research from Claude or ChatGPT instead of logging into a research tool.not Zappi
  • A team running discovery at volume that wants an AI moderator to conduct unmoderated interviews overnight and have them analysed by morning.not Zappi
  • A researcher who needs to send stakeholders a highlight reel of customer quotes rather than a slide deck summarising them.not Zappi

Zappi

  • A beverage brand screening thirty flavour concepts before committing to two for consumer testingnot Marvin
  • A marketing team pre-testing three advertising edits in a day so a media booking deadline can be metnot Marvin
  • An insights function replacing repeated ad-hoc agency studies with a comparable, accumulating body of test resultsnot Marvin
  • A brand manager running continuous brand health tracking without negotiating a separate tracker contract each yearnot Marvin

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Marvin

  • Transcription is inconsistent, with missing punctuation and specifically poor Portuguese accuracy reported, so non-English research teams spend the time cleaning up that the licence was meant to save.
  • Speaker diarisation errors attribute moderator speech to the participant, and a misattributed quote propagates into themes and into the insight report you show stakeholders, which is a research credibility risk rather than a cosmetic bug.
  • SSO, EU or US data residency, PII redaction and a HIPAA BAA are bundled into a paid Compliance add-on available only from Pro upwards, so the headline Pro quote is never the real price for a regulated or European buyer.
  • Starter includes only two full seats, so a four-researcher team is forced to Pro on seat count alone, and the three-way split between full, collaborator and viewer seats makes cost modelling awkward when no paid tier is priced publicly.
  • Every paid tier is sales-gated with annual commitment typically required, so there is no monthly paid trial and no published seat cost to budget against before entering a sales cycle.
  • Integration coverage has gaps, with no Intercom connector despite repeated requests from teams wanting support conversations in the same repository, and reviewers describe the tags versus labels distinction in the interface as confusing.

Zappi

  • Nothing is published: pricing is a platform subscription plus a prepaid credit bundle quoted per customer, so a buyer cannot benchmark the cost against agency research without going through sales.
  • Credits are prepaid against a forecast of the year ahead, which means a team that overestimates research volume ends the year having paid for studies it never ran.
  • The template model that makes studies fast also constrains them; a research question that does not fit a validated instrument either gets forced into one or goes to an agency anyway.
  • Normative benchmarks are strongest in fast-moving consumer goods categories where Zappi has depth, and thinner in business-to-business, financial services and niche categories, where the comparison numbers mean less.
  • Because respondents come from Zappi-sourced panels, sample composition is a vendor decision rather than yours, and any team that needs a bespoke recruitment specification or a low-incidence audience will find the automated route unsuitable.

Pricing, plan by plan

Marvin

Free
  • FreeFree
    • 2 full seats and 3 collaborator seats
    • 5 file uploads per month
    • AI notetaking and transcription
  • Starter$undefined/year
    • 2 full seats, 10 collaborator seats, 50 viewer seats
    • Unlimited uploads
    • Thematic analysis
  • Pro$undefined/year
    • 5 full seats, 15 collaborator seats, 100 viewer seats
    • Agentic Ask AI and Deep Research
    • Marvin MCP server and API
  • Enterprise$undefined/year
    • 5 full seats, 15 collaborator seats, unlimited viewer seats
    • Salesforce integration included
    • Dedicated support

Zappi

On request
  • Premium$undefined/year
    • Platform subscription with unlimited users
    • Access to all research solutions
    • Credit bundle scoped to annual research volume
  • Enterprise$undefined/year
    • Platform subscription with unlimited users
    • Multi-market and global organisation controls
    • Connected insights across markets and brands

Which should you pick?

Choose Marvin if

  • You need ai notetaker.
  • You want to start without paying.
  • You also want ai moderated interviewer.
Marvin review

Choose Zappi if

  • You need validated study templates.
  • You also want respondent panel access.
Zappi review

Questions people ask

Is Marvin or Zappi better?
Neither clearly leads. Marvin starts at Free and Zappi at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Marvin or Zappi?
Marvin has a free tier; the other does not. Paid plans start at Free for Marvin and On request for Zappi.
Does Marvin or Zappi run on more platforms?
Both run on Web, so platform support will not decide this one for you.
Can I use Marvin for free?
Yes. Marvin has a free tier, so you can try it without paying. Zappi starts at On request.
What is Marvin best used for?
Marvin is most often used for a two-person research team that needs interviews transcribed, tagged and searchable without hiring an analyst or buying an enterprise repository., a product organisation where findings are never read, wanting product managers to query past research from claude or chatgpt instead of logging into a research tool., a team running discovery at volume that wants an ai moderator to conduct unmoderated interviews overnight and have them analysed by morning., a researcher who needs to send stakeholders a highlight reel of customer quotes rather than a slide deck summarising them.. Of those, a two-person research team that needs interviews transcribed, tagged and searchable without hiring an analyst or buying an enterprise repository. and a product organisation where findings are never read, wanting product managers to query past research from claude or chatgpt instead of logging into a research tool. are not what Zappi is typically brought in for.
What can Marvin do that Zappi cannot?
Marvin covers AI Notetaker, AI Moderated Interviewer, Ask AI, Deep Research. Zappi covers Validated study templates, Respondent panel access, Normative benchmarks, Creative testing.

Answered from the vendors’ own pages

Marvin: Is there a genuinely free plan?

Yes. Two full seats, three collaborator seats and five file uploads a month at no cost. It is enough to evaluate the analysis quality on real interviews.

Zappi: Does Zappi publish prices?

No. It publishes the structure, a platform subscription plus credits plus optional services, but not the numbers.

Marvin: What does Pro cost?

Not published. Only the Free tier carries a price. Starter, Pro and Enterprise are all quoted.

Zappi: How fast do results come back?

Automated tests typically return within hours to a day, which is the main reason teams choose it over a commissioned study.

Marvin: Can I get SSO and EU data residency?

Yes, but as a separately priced Compliance add-on from Pro upwards, not included in any base tier. Price it into the quote from the start.

Zappi: Do we still need an agency?

For standard concept, creative and brand tests, usually not. For bespoke methodologies and hard-to-reach audiences, yes.

Marvin: What is the MCP server for?

It lets Claude, ChatGPT or Copilot query your research repository directly with cited answers, so stakeholders get findings without opening Marvin.

Zappi: Is there a per-seat charge?

No. Both published tiers include unlimited users; the variable cost is research credits.

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