| AI-moderated interviews | Yes — chat-led, at very large scale | Yes — text, voice, video, plus WhatsApp & phone |
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| WhatsApp-native interviews | Browser sessions via links | Yes — respondents chat directly, no link, no app |
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| AI phone interviews | Not a stated offering | Yes — AI calls any number in supported regions |
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| Global respondent sourcing | Yes — large access panel | Yes, via panel partners — plus managed APAC recruitment |
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| Screening & quality control | Automated verification & fraud detection | Custom screeners, with expert human supervision on managed projects |
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| Languages | 50+ languages | 57 languages — with accuracy-tuned Indic, Southeast Asian & Arabic |
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| Quantitative research | MaxDiff, surveys alongside interviews | Full quant studies — including conjoint & trade-off analysis |
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| Synthetic respondents | Persona generation | Yes — synthetic respondents for pre-testing |
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| Service model | Self-serve, with recruitment ops support | Self-serve, full-service white-glove, or MCP |
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| Cross-study intelligence | Research library | Persistent knowledge base — each study briefs the next |
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| Where insights arrive | Dashboard & auto-generated decks | Dashboard, plus Slack, Teams, WhatsApp & MCP |
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