A living knowledge base built from thousands of AI-conducted interviews with revenue leaders, buyers, and decision-makers across every industry. Ask any question about your buyers. Get synthesized intelligence in seconds.
The information gap
How it works
Our AI conducts thousands of structured interviews every month with CROs, VPs of Sales, buyers, procurement leaders, and technical evaluators. Each conversation maps buying criteria, objections, decision dynamics, and market trends.
Every interview makes the system smarter. Patterns emerge. Contradictions surface. Trends become visible months before they hit analyst reports. The knowledge base does not just grow – it deepens.
Ask any question about your buyers, your market, or your deals. Get synthesized intelligence with confidence scores, supporting evidence, and trend lines. In seconds, not weeks.
Try a query
“What are the top objections VP Engineering gives when blocking a sales tool purchase at companies with 200-1000 employees?”
VPs of Engineering at mid-market companies (200-1000 employees) consistently raise three categories of objections:
1. Integration burden (29/34 interviews)
“Every vendor says it's a one-line script. It's never a one-line script. My team will spend 3 sprints on this.”
2. Data governance and access scope (22/34)
“I had to shut down [tool] because it was scraping our internal Slack channels. Sales didn't even know.”
3. Vendor reliability and maintenance burden (18/34)
“I've been burned by sales tools that break every time Salesforce pushes an update.”
Dissenting view (4/34)
A minority of engineering leaders at PLG companies reported wanting more involvement in sales tool selection.
Try these queries:
The network
CRO at a $200M cybersecurity company
15 years in enterprise sales. Has closed $50M+ in ARR across 3 organizations.
VP of Procurement at a Fortune 500 healthcare company
Evaluates 40+ vendors annually. Holds informal veto power on technology spend.
Director of RevOps
Has implemented 12 different sales tech stacks. Knows what works and what gets abandoned.
CFO at a $100M fintech company
Approves all purchases over $50K. Focuses on time-to-value over absolute cost.
5,000+
Active contributors
47
Industries covered
25,000+
Interviews conducted
180,000+
Structured insights
Unlike expert networks where each call serves one client, every Exchange interview compounds in value as the corpus grows. Interview #10,000 is more valuable than interview #100 because the system can cross-reference, validate patterns, and surface richer insights.
Use cases
Pre-call research, deal strategy, objection preparation
"What do CFOs at $100M-$500M manufacturing companies prioritize when evaluating spend management tools?"
Messaging, positioning, competitive intelligence
"What language do DevOps leaders use when describing their frustration with current observability tools?"
Market strategy, ICP refinement, territory planning
"Which industries are showing the strongest shift away from seat-based pricing models?"
Training content, battlecard creation, coaching
"What are the top 5 objections CISOs raise when a security tool lacks SOC 2 compliance?"
Win/loss patterns, competitor positioning
"When companies choose [Competitor X] over tools like ours, what are the stated and unstated reasons?"
Stakeholder briefings, objection prediction
"Based on this buying group composition, what are the most likely objections and how have similar deals addressed them?"
Platform integration
Exchange intelligence flows directly into buyer group mapping, deal intelligence, and pipeline analytics – transforming structural data into actionable understanding.
For contributors
Share your expertise in 15-30 minute AI-conducted conversations. Get paid for your time. Access the collective intelligence of thousands of revenue leaders.
Apply to join the network$150-$500 per interview
Compensation scales with seniority and signal density. VP+ roles earn at the top of the range.
Reciprocal intelligence access
Contributors get free access to anonymized insights. The more you contribute, the more valuable your access becomes.
Thought leadership attribution
Opt into being featured in Adrata Sky Lobby articles. Build your reputation as a voice that shapes the market.
Benchmark reports
Quarterly personalized benchmarks: how your deal velocity, objection patterns, and market dynamics compare to peers.
Community access
Invitation to a curated community of Exchange contributors. Revenue leaders talking to other revenue leaders.
Pricing
Start with Explorer. Upgrade when the intelligence becomes indispensable.
Start exploring buyer intelligence with pre-built dashboards and quarterly trend reports.
Full intelligence access for mid-market sales teams with API access and monthly trends.
Unlimited intelligence with custom dashboards, weekly alerts, and dedicated research.
Build Exchange into your own products with federated model training.
Need intelligence on a specific segment? Commission targeted interviews at $1,500 per interview (minimum 5). We recruit participants matching your exact profile and deliver results in 2-3 weeks.
Trust & Privacy
K-anonymity guarantee
No query result is surfaced unless it draws from at least 5 distinct participants. If the data is too thin, we say so.
48-hour review window
Before any interview enters the queryable corpus, participants have 48 hours to review and redact sensitive content.
No raw transcripts shared
Intelligence consumers see synthesized insights and anonymized quotes. Never full transcripts. Never identifying details.
Participant withdrawal
Withdraw at any time. Your data is removed from the corpus entirely, not just hidden.
Regulatory compliance
GDPR, CCPA compliant. Enterprise-grade security. Third-party privacy audits.
Temporal and entity blurring
Dates blurred to quarter-level. Company sizes reported in bands. No reverse identification possible.
The companies that win the next decade will be the ones that understand their buyers better than anyone. Not through intent data. Not through firmographic scoring. Through direct, structured intelligence from the people who make buying decisions.
Exchange is how you get there.