Floo's sister brand Verified Market Research has published over a million reports across every industry. Voice agents built on this depth see what generic AI cannot.
1M+
VMR reports as live knowledge baseline
−4 wks
Survey turnaround time saved
Cited
Every claim Floo makes is source-cited
How a research-grounded call works
Powered by your reports plus VMR's million-report library.
Understand the Caller's Question
Voice query to intent
The AI voice agent converts the spoken request into a query and identifies the information needed to answer it.
Retrieve Relevant Knowledge
Your docs + optional VMR
Floo searches the agent's assigned documents, websites, FAQs, databases, and optional VMR research sources for the most relevant passages.
Generate a Grounded Answer
Source-backed response
The retrieved information is provided to the conversational model so the response is based on approved source content rather than generic model memory alone.
Answer During the Live Call
Speak + retain sources
The AI voice agent speaks the answer to the caller while retaining the supporting source information for review and auditing.
What it does
Floo calls panelists, screens for eligibility, captures structured responses, and rewards completion — at scale, in any language.
Reach industry experts at scale. Floo identifies, invites, schedules, and conducts structured qualitative calls — recorded, transcribed, searchable.
Build agents that answer from your published research — or from VMR's library if you opt in. Every answer cited to the source paragraph.
Verified Market Research, MRI, and VMR Reports collectively publish more than a million market research artifacts. Floo is the only voice AI platform that ships with that depth as an optional knowledge baseline. Your agents don't just sound smart — they actually are.
Healthcare agents that cite real clinical market data
B2B sales agents with TAM, segmentation, and competitor intel
Financial services agents with sector trend depth
Updated continuously by VMR's analyst teams
Use cases
Survey research firm
Need 2,000 B2B respondents on category trends in 4 days. Floo runs the recruitment, screener, and survey simultaneously across regions.
Outcome
Survey turnaround dropped from 6 weeks to under 1 week.
Strategy consulting
Client wants 50 expert interviews across a niche supply chain in 2 weeks. Floo identifies and pre-screens; senior partners conduct the qualitative.
Outcome
Senior partner time spent only on the calls that need a human.
Internal research team
Voice-of-customer program — quarterly, 1,000 customers. Floo handles the outreach and structured capture; analysts get clean data.
Outcome
VoC frequency increased from yearly to quarterly with no headcount add.
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