Merciv vs Conveo: the Conveo alternative for consumer insights teams
Conveo runs AI-moderated voice and video interviews with recruited participants; Merciv runs AI-moderated interviews with real people and reads what consumers already post, review and search, in one cited answer.
Updated
- The six months before anyone noticedConveo's evidence starts the day a study is launched. Merciv reads the reviews, posts and search history that were already there, so you can see when a complaint started before you recruit anyone.
- Unprompted evidence about your brandConveo's Foundations sells standing interview programs on affordability, health and AI in shopping. It is still people who were asked. Merciv reads what consumers post and review about your brand and your competitors, unprompted.
- Every claim cited and gradedConveo's own docs say a finding is not necessarily a link, and its only uncertainty measure sits on MaxDiff charts. Merciv opens the source behind every claim and grades how much evidence stands behind it.
Merciv vs. Conveo, capability by capability
Conveo asks recruited participants. Merciv asks real people and reads what consumers already said in reviews, social and search.
AI-moderated interviews with real people
- Merciv runs AI-moderated interviews with real people and reads them next to reviews, social and your research.
- Conveo runs self-serve AI-moderated voice and video interviews in 48 languages, recruiting through Respondent and User Interviews inside the study.
Concept and ad tests with real respondents
- Merciv reads concepts with your personas and in interviews with real people; it doesn't field randomised concept cells.
- Conveo documents monadic and sequential-monadic stimulus tests with balanced random assignment and AI probing.
Personas built from real data and checked against real people
- Merciv builds personas from your segmentation and live consumer signal, with the sources behind each trait.
- Conveo's study personas come from one study's participants, are labelled beta, and per its docs don't retrieve the transcripts to back each answer.
Diary studies, MaxDiff and price tests
- Merciv doesn't run structured diary, MaxDiff or price-test designs.
- Conveo runs diary studies with memory, qual MaxDiff, and Van Westendorp and Gabor-Granger price tests (June 2026).
Your past research and decks in the same answer
- Merciv indexes your research to the page and reads it in the same answer as outside evidence.
- Conveo attaches past decks and documents to a study or chat as background context that uses up the conversation window; uploading past interview recordings is in private beta.
Syndicated reports you already license
- Merciv reads the syndicated reports you upload, within your licence, next to social, reviews and your own studies.
- Conveo accepts documents as chat context, with no documented handling of Nielsen, Circana or POS reports.
Every claim opens its source
- Merciv links every claim to its exact source or calculation.
- Conveo answers carry supporting quotes and source cards that link to the interview, but its docs say a finding is not necessarily a link.
A graded confidence on every claim
- Merciv grades each claim on source count, agreement and sample size, and says when the evidence isn't there.
- Conveo's only uncertainty measure is a 95% posterior interval on full-sample MaxDiff charts; AI answers carry no confidence grade.
Alerts when something changes
- Merciv's Brand Signals watch your brands and competitors for changes in what consumers say and search.
- Conveo StoryLines label findings across interview waves (Emerging, Escalating, Reversed) and email when a report is ready; change detection runs only over its own interviews.
Unprompted social conversation
- Merciv includes social posts, transcripts and comments. Platform limits on Meta and TikTok apply to every vendor.
- Conveo includes no social data; a partner page lists social listening as a signal that could flow in, with no connector documented.
What consumers said before anyone asked
- Merciv reads the reviews, posts and search history that were already there.
- Conveo's evidence begins when a study or StoryLines wave begins, and Foundations covers fixed category themes, not one brand's reviews.
Reviews for any brand's products
- Merciv reads ratings and reviews for any brand's products across major retailers, by attribute.
- Conveo has no ratings or reviews data or connector; a review export can only be attached as chat context.
Search demand and e-commerce signal
- Merciv includes search volume, trends, shopping prices and sellers.
- Conveo has no search-demand or digital-shelf data; its assistant can browse the web.
Asked and unprompted evidence joined to the same brands
- Merciv resolves your research, reviews and social to the same brands and products and flags numbers that don't compare.
- Conveo can combine your studies with Foundation studies in one conversation, all of it Conveo interview data.
Finished reports and decks
- Merciv's decks and reports keep their citations when exported.
- Conveo writes PDF and Word reports and has a slide editor with brand kits and quote reels.
Where each tool wins
No tool is the best at everything. Picking the right one means knowing where it pulls ahead, and where it doesn’t.
Where Merciv wins
- Reviews, social and search for any brand, next to your interviews and research.
- Every claim cited and graded.
Where Conveo wins
- Structured qual methods such as diary studies, qual MaxDiff and price tests.
Why only Merciv
Every section above runs on the same foundation: one map of your brands, competitors, categories and products that every source resolves to.
- Compounding intelligencePlaybooks run on schedule and remember what came before, so understanding builds instead of starting over with each study.
- TrustEvery answer cites its source, grades its confidence and says when the evidence isn't there.
- Enterprise-gradePermissioned by role and entity, organized in Projects the way your teams work, and secure by default.
Same question, Conveo and Merciv
Bring a question your last Conveo study answered. We'll run it in Merciv on your brand and put the two answers side by side, sources and confidence included.
- Bring one questionA question from a recent Conveo study or StoryLines wave, and the readout you got.
- We run it on your brandSame question in Merciv, with your competitors, your past research and your sources loaded.
- Compare the answersThen the harder version: your ratings slipped over six months. What were shoppers saying unprompted about taste and price before you noticed, how does it compare with your two closest competitors, and did it move before scanner share? Open every source behind our answer.
Switching from Conveo
Your interviews keep running, in Merciv, with the market read next to them. Here is where the work you've done in Conveo lands.
- Topic guidesAI-moderated interviews with real people, run from the same guide
- Reports, slides and quote reelsUploaded and cited to the page, read with reviews and social
- StoryLines programsBrand Signals and scheduled Playbooks over reviews, social and search
- Foundations subscriptionsUnprompted reads of your category from social, reviews and search, for your brands and competitors
If your program depends on diary studies, qual MaxDiff or price tests, Conveo covers more of those methods. Use Merciv when the answer needs what consumers already said and did, as well as what they say when asked.
Where the facts come from
Vendor claims on this page come from each company’s own public pages and documentation, checked Oct 11, 2026. Each link opens the source.
