How We’re Different
What Matters
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
Category / Player
Breadth of Data
Primary Field Intel
Fit-Discrimination
Independence
ZoomInfo
High
None
None
N/A
Gartner / Forrester
Broad (market)
Limited
Generic (category)
Conflicted
6sense / Demandbase
High
None
Algorithmic intent
N/A
Draup / OrbitShift
Very high
None
Data-driven, broad
N/A
Claude & LLMs
Synthesized
None — can’t talk to people
Plausible but unverified
N/A
Analyst Layer
Analyst Layer
High (AI-assembled)
Yes — core capability
Yes — human-judged
Yes — by design
Frequently Asked Questions
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