{"name":"Synthetic Research Index tool registry","schemaVersion":"0.3","generatedAt":"2026-07-17T19:00:50.982Z","methodology":"https://syntheticresearchindex.org/methodology","license":"https://creativecommons.org/licenses/by/4.0/","ordering":"alphabetical","evidenceChecks":[{"key":"claimDocumented","code":"C","label":"Claim documented","shortLabel":"Claim"},{"key":"artifactAvailable","code":"A","label":"Artifact available","shortLabel":"Artifact"},{"key":"methodReviewed","code":"M","label":"Method reviewed","shortLabel":"Method"},{"key":"independentlyReproduced","code":"R","label":"Independently reproduced","shortLabel":"Reproduced"},{"key":"humanReferenceValidated","code":"H","label":"Human-reference validation","shortLabel":"Human ref."},{"key":"limitationsDisclosed","code":"L","label":"Limitations disclosed","shortLabel":"Limits"}],"count":13,"records":[{"slug":"aaru","name":"Aaru","organization":"Aaru","url":"https://aaru.com","logoUrl":"https://aaru.com/favicon.ico","summary":"Aaru describes a multi-agent simulation and behavioural modelling platform that generates populations for prediction and decision support.","marketRelation":"core-overlap","categories":["Population simulation","Behavioural modelling"],"methods":["Multi-agent simulation","Population modelling","Prediction"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":false},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"The public source documents positioning and described methods. It does not by itself establish predictive validity or fitness for a specific decision.","sources":[{"title":"Aaru product site","url":"https://aaru.com/","publisher":"Aaru","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"askreplicas","name":"AskReplicas","organization":"AskReplicas","url":"https://www.askreplicas.ai","logoUrl":"https://www.askreplicas.ai/icon","summary":"AskReplicas presents a platform for interviewing and surveying synthetic replicas built from demographic definitions or uploaded organizational data.","marketRelation":"broader-category","categories":["Synthetic respondents","Research platform"],"methods":["Interviews","Surveys","Data-grounded replicas"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":true},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Profile based on the vendor’s public product page; validation evidence remains under review.","sources":[{"title":"AskReplicas product site","url":"https://www.askreplicas.ai/","publisher":"AskReplicas","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"buyertwin","name":"BuyerTwin","organization":"BuyerTwin","url":"https://buyertwin.com","logoUrl":"https://buyertwin.com/wp-content/uploads/2025/10/buyertwin-mark-square-300x300.png","summary":"BuyerTwin describes AI-powered buyer clones for buyer-alignment analysis and simulated feedback on messaging, sales, product, and market decisions.","marketRelation":"core-overlap","categories":["B2B buyer simulation","Buyer intelligence"],"methods":["Buyer conversations","Messaging tests","Alignment analysis"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":false},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Core overlap is specific to B2B buyer simulation. Public claims about psychology, intent, and decision behaviour have not been independently reproduced by the Index.","sources":[{"title":"BuyerTwin product site","url":"https://buyertwin.com/","publisher":"BuyerTwin","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"delve-ai","name":"Delve AI","organization":"Delve AI","url":"https://www.delve.ai/synthetic-research","logoUrl":"https://cdnforge.delveai.com/dash/img/0d3d507/delve-ai-insignia.svg","summary":"Delve AI describes synthetic users generated from first-party and public audience data for surveys, interviews, focus groups, and concept testing.","marketRelation":"core-overlap","categories":["Synthetic research platform","Digital twins"],"methods":["Surveys","Interviews","Focus groups"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":false},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"All capability and data-grounding statements currently come from the vendor. The Index has not independently validated the generated users against held-out humans.","sources":[{"title":"Synthetic Research by Delve AI","url":"https://www.delve.ai/synthetic-research","publisher":"Delve AI","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"lakmoos","name":"Lakmoos","organization":"Lakmoos AI","url":"https://lakmoos.com","logoUrl":"https://framerusercontent.com/images/0mjREm7vY2D4GrHhBYxIbAHOEA0.png","summary":"Lakmoos describes AI respondents for surveys and interviews, with private data integration and vendor-reported benchmarking against human survey data.","marketRelation":"core-overlap","categories":["AI panels","Synthetic respondents"],"methods":["Synthetic surveys","Interviews","Private-data modelling"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":false},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Benchmark figures remain vendor-reported. The Index records the claim but does not mark human-reference validation until methods and results are independently reviewable.","sources":[{"title":"Lakmoos AI product site","url":"https://lakmoos.com/","publisher":"Lakmoos AI","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"listen-labs","name":"Listen Labs","organization":"Listen Labs","url":"https://listenlabs.ai","logoUrl":"https://framerusercontent.com/images/MsbZQm1PVsbD2Dgze1v2P83xHas.png","summary":"Listen Labs describes an AI-managed research workflow that recruits human participants, conducts interviews, and synthesizes cited findings.","marketRelation":"core-overlap","categories":["AI-moderated research","Human participant research"],"methods":["Participant recruitment","AI-moderated interviews","Research synthesis"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":false},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Included for buyer-job overlap even though it uses human participants rather than synthetic respondents. That methodological difference must remain visible in comparisons.","sources":[{"title":"Listen Labs product site","url":"https://listenlabs.ai/","publisher":"Listen Labs","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"market-logic-deepsights","name":"Market Logic DeepSights","organization":"Market Logic Software","url":"https://marketlogicsoftware.com/deepsights/personas/","logoUrl":"https://marketlogicsoftware.com/wp-content/uploads/2024/11/favicon.png","summary":"DeepSights Personas describes enterprise persona agents and synthetic panels grounded in proprietary research, surveys, transcripts, and knowledge bases.","marketRelation":"core-overlap","categories":["Enterprise insights","Synthetic panels"],"methods":["Persona interviews","Synthetic panel surveys","Knowledge-grounded research"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":false},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"The source distinguishes directional qualitative outputs from structured panel signals. No independent reproduction is recorded by the Index.","sources":[{"title":"DeepSights Personas","url":"https://marketlogicsoftware.com/deepsights/personas/","publisher":"Market Logic Software","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"minds","name":"Minds","organization":"Minds AI","url":"https://getminds.ai","logoUrl":"https://getminds.ai/images/app-icon.png","summary":"Minds describes a synthetic research workflow built around reusable AI-generated audiences, panel responses, interviews, and structured research outputs.","marketRelation":"core-overlap","categories":["Synthetic research platform","Audience modelling"],"methods":["Interviews","Panel responses","Concept and message testing"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":true},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Minds founded and funds the Synthetic Research Index. This relationship does not change the evidence standard; Minds receives no ranking, placement, or evidentiary advantage.","sources":[{"title":"What is synthetic research?","url":"https://getminds.ai/blog/en/what-is-synthetic-research","publisher":"Minds","accessedAt":"2026-07-17","kind":"first-party"},{"title":"Minds feature guide","url":"https://getminds.ai/guide/features","publisher":"Minds","accessedAt":"2026-07-17","kind":"first-party"}],"dossierUrl":"/evidence/minds/v0-1"},{"slug":"replism","name":"Replism","organization":"Replism","url":"https://replism.com","logoUrl":"https://replism.com/favicon/favicon.svg","summary":"Replism describes a synthetic audience platform grounded in real response data and supported by a research-engineering workflow.","marketRelation":"broader-category","categories":["Synthetic audiences","Research services"],"methods":["Audience simulation","Study design"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":true},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Profile based on the vendor’s public product page; validation evidence remains under review.","sources":[{"title":"Replism platform","url":"https://replism.com/platform","publisher":"Replism","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"sampl-space","name":"sampl.space","organization":"sampl.space","url":"https://sampl.space","summary":"sampl.space describes survey research using synthetic personas derived from General Social Survey respondent data and individual agent profiles.","marketRelation":"core-overlap","categories":["Synthetic respondents","Survey research"],"methods":["Synthetic surveys","Concept testing","Audience segmentation"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":true},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"The source documents the stated data foundation and workflow. The Index has not independently audited population coverage, model construction, or external validity.","sources":[{"title":"How sampl.space works","url":"https://sampl.space/about/","publisher":"sampl.space","accessedAt":"2026-07-17","kind":"first-party"},{"title":"Synthetic personas for market research","url":"https://sampl.space/blog/ai-synthetic-personas-market-research-guide","publisher":"sampl.space","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"synthbench","name":"SynthBench","organization":"DataViking-Tech","url":"https://www.synthbench.org","logoUrl":"https://www.synthbench.org/favicon.svg","summary":"SynthBench is an open-source benchmark and leaderboard for measuring how closely synthetic survey responses match human opinion distributions.","marketRelation":"evaluation-infrastructure","categories":["Benchmark","Open-source evaluation"],"methods":["Survey parity","Model comparison","Public leaderboard"],"evidence":{"claimDocumented":true,"artifactAvailable":true,"methodReviewed":true,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":true},"reviewStatus":"method-review","observedAt":"2026-07-17","disclosure":"Listed as evaluation infrastructure rather than a commercial research platform.","sources":[{"title":"SynthBench methodology and leaderboard","url":"https://www.synthbench.org/","publisher":"DataViking-Tech","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"synthetic-users","name":"Synthetic Users","organization":"Synthetic Users","url":"https://www.syntheticusers.com","logoUrl":"https://www.syntheticusers.com/favicon.png","summary":"Synthetic Users presents an AI-powered user-research workflow using synthetic participants for interviews, discovery, and concept or messaging tests.","marketRelation":"core-overlap","categories":["Synthetic user research","Research platform"],"methods":["Interviews","Concept testing","Follow-up questions"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":true},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Core overlap reflects buyer-job similarity, not equivalence or endorsement. Public parity claims remain first-party until independently reviewed or reproduced.","sources":[{"title":"Synthetic Users product site","url":"https://www.syntheticusers.com/","publisher":"Synthetic Users","accessedAt":"2026-07-17","kind":"first-party"},{"title":"Synthetic Users core concepts","url":"https://docs.syntheticusers.com/guides/core-concepts","publisher":"Synthetic Users","accessedAt":"2026-07-17","kind":"first-party"}]},{"slug":"twyn","name":"Twyn","organization":"Twyn","url":"https://www.twyns.net","summary":"Twyn describes synthetic users generated from behavioural, statistical, and market-research data with visible authenticity and consistency indicators.","marketRelation":"broader-category","categories":["Synthetic users","Digital twins"],"methods":["User simulation","Audience modelling"],"evidence":{"claimDocumented":true,"artifactAvailable":false,"methodReviewed":false,"independentlyReproduced":false,"humanReferenceValidated":false,"limitationsDisclosed":true},"reviewStatus":"source-review","observedAt":"2026-07-17","disclosure":"Profile based on the vendor’s public product page; validation evidence remains under review.","sources":[{"title":"Twyn product site","url":"https://www.twyns.net/","publisher":"Twyn","accessedAt":"2026-07-17","kind":"first-party"}]}]}