How We’re Different
Where we fit — and where everything else stops
The enterprise intelligence market is crowded, and most of it does one part of the job well. Data platforms find contacts and signals. Analyst firms shape perception. AI synthesizes the surface. Each is useful; none does what we do. We pair an AI engine with primary field research and analyst judgment to produce intelligence that’s verified, predictive, independent, and built to move the deal — the layer the others leave empty. Here’s the honest map.
What Matters
The five dimensions that actually matter
01
Breadth of data — coverage of accounts, contacts, signals.
02
Primary, field-grounded intelligence — the unwritten, current truth that only comes from talking to people.
03
Fit-discrimination — telling a genuine fit from a
04
Independence — no incentive to steer the decision toward a profitable outcome.
05
Moving the deal/decision — turning intelligence into the next real step, through the lifecycle.
The Comparison
Where each player fits across the five dimensions
Category / Player
Breadth of Data
Primary Field Intel
Fit-Discrimination
Independence
Moves the Deal
ZoomInfo
High
None
None
N/A
Contact & company data only
Gartner / Forrester
Broad (market)
Limited
Generic (category)
Conflicted
Category research; shapes perception, not deals
6sense / Demandbase
High
None
Algorithmic intent
N/A
ABM platform / intent scoring
Draup / OrbitShift
Very high
None
Data-driven, broad
N/A
Large-dataset sales intelligence
Claude & LLMs
Synthesized
None — can’t talk to people
Plausible but unverified
N/A
On-demand synthesis of public information
Analyst Layer
Analyst Layer
High (AI-assembled)
Yes — core capability
Yes — human-judged
Yes — by design
Verified judgment that moves the decision
Frequently Asked Questions
Common questions about how we compare
How is Analyst Layer different from Gartner or Forrester?
Gartner and Forrester produce category-level research funded in part by the vendors they cover, creating structural conflicts of interest. Analyst Layer produces account-specific, deal-level intelligence with no vendor fees and no incentive to steer the outcome. The research is primary and verifiable — not synthesized from vendor-sponsored inputs.
How is Analyst Layer different from ZoomInfo or Apollo?
ZoomInfo and Apollo provide contact data and behavioral signals — they can tell you who exists and what they clicked. Analyst Layer produces verified intelligence on which accounts are genuinely in-market, who the real decision-makers are, and what it will take to move the deal. It produces judgment, not just data.
How is Analyst Layer different from 6sense or Demandbase?
6sense and Demandbase surface accounts showing behavioral signals of intent. Analyst Layer verifies whether those signals indicate genuine in-market activity through primary field research — conversations with actual decision-makers — and adds fit-discrimination that algorithmic models cannot provide.
Is Analyst Layer a replacement for existing intelligence tools?
No. Data platforms, ABM tools, and AI models each serve a function. Analyst Layer is a layer on top of those tools — it interprets what their output means, verifies fit and intent through primary research, and produces the judgment that turns signals into decisions. You keep the tools; you add the layer that makes them actionable.
Can Analyst Layer work with both buyers and vendors in the same market?
Analyst Layer serves buyers and vendors in separate engagements with structural firewalls. A vendor engagement never informs a buyer engagement in the same evaluation. Independence is maintained by design — it is not a policy declaration but a structural constraint built into how engagements are scoped and staffed.
The Summary
Everyone else gives you data, signals, or perception. We give you verified judgment that moves the decision.
AI-assembled for breadth, field-grounded for truth, independent by design. We don’t replace the data tools; we’re the layer that makes their output mean something.