How It Works Insights Methodology

Use Cases

Enterprise Readiness Testing New Geography Expansion Product Expansion Accessibility Testing Go To Market
Home / Insights
Intelligence Layer

From Conversations
to Clarity

See how Vaaya transforms raw conversations into strategic intelligence that drives confident product decisions.

Signal Detection

Thematic Signal Map

Themes emerge as clusters. Size indicates intensity. Color reveals segment. Patterns become visible at a glance.

Pricing
Concerns
UX
Friction
Feature
Gaps
Security
Requirements
Support
Issues
Onboarding
Clarity
Mobile
Need
SSO
Required
Security Requirements
Pricing Concerns
Onboarding Clarity
Feature Gaps
UX Friction
SSO Required
Support Issues
Mobile Need
Enterprise Buyers
End Users
Prospects
Churned
Pattern Analysis

Contradiction Detection

Surface where enterprise buyers and end users see your product differently. Conflicting language patterns highlight strategic misalignments.

Enterprise Buyers Say

"We need more controls and admin visibility before we can roll this out company-wide."
"The product feels too simple for our complex workflows. We need customization options."
"Pricing needs to be predictable at scale. Per-seat models concern our finance team."
VS

End Users Say

"I love how simple it is. I figured it out in minutes without any training."
"Please don't add more features. The clean interface is why I switched from competitors."
"The current pricing is perfect for my personal use. I'd pay more for team features though."
Data Fusion

Multimodal Timeline

Audio, video, forms, and chat converge into a unified insight layer. Every signal contributes to the complete picture.

Audio Interview

Voice Sentiment Analysis

"When users discuss pricing, vocal stress indicators increase 40%. Hesitation patterns suggest uncertainty rather than objection."

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Video Session

Behavioral Observation

"Users consistently pause at the settings panel. Eye tracking shows scanning behavior indicating unclear hierarchy."

Survey Response

Quantitative Signal

"NPS dropped 12 points among enterprise segment. Open responses cluster around 'integration complexity.'"

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Chat Feedback

Real-time Signals

"Support tickets mentioning 'export' increased 3x this quarter. Users request CSV and API access repeatedly."

Unified Insight

Enterprise users need better data portability. Integration friction is blocking expansion deals.

Decision Support

Executive Brief Output

Insights distilled into actionable intelligence. Key themes, risks, opportunities, and recommendations - ready for your leadership review.

Key Themes

  • Onboarding experience drives early adoption
  • Enterprise buyers require SSO before procurement
  • Mobile access is table stakes for field teams
  • Pricing transparency builds trust with finance

Risk Areas

  • Competitor X launching enterprise tier in Q2
  • Power users frustrated by export limitations
  • Compliance concerns blocking healthcare vertical
  • Support response time affecting renewal conversations

Opportunity Areas

  • API access unlocks developer ecosystem
  • Team templates could drive viral adoption
  • White-label option for agency partners
  • Annual plans reduce churn by 40%

Recommendations

  • Prioritize SSO in next sprint cycle
  • Ship CSV export as quick win this week
  • Begin SOC 2 certification process
  • Test annual pricing in expansion cohort
Execution Pipeline

From Insight to PRD

A clean pipeline from raw signal to shipped feature. Every conversation contributes to your roadmap.

Signal
Cluster
Pattern
Risk
Roadmap
PRD

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