Prospecting
/Persona Analysis
Persona Analysis
Persona Analysis checks which roles and buying-group patterns actually engage, progress and buy, comparing persona assignments, contact decisions, engagement and opportunity outcomes against the company's persona, ICP and messaging logic, and recommends what to change in Persona Memory when the evidence disagrees with the assumption.
Prospecting
Sales
Which roles are actually engaging, converting and buying?
What changes across the three columns isn't whether a persona document exists, it's whether that document was written once from interviews and intuition, patched with a title-based AI summary, or checked continuously against who actually engaged, progressed and bought.
01 | The Current Way
02 | AI Added On
03 | AI-Native
When the persona doc gets checked
Whatever the doc still says
The persona document written from old interviews gets pulled up again, unchanged since whoever wrote it moved on.
Themes, not evidence
AI can summarise what came up on recent calls, but a theme summary isn't a check against who actually bought.
Defined by who buys
Personas are defined knowing who actually engaged, progressed, converted and became customers, and stay current as each new outcome comes in.
Campaign planning
Contact lists by guesswork
Marketing builds the campaign's contact list from the persona document and whichever titles feel right.
Segmented by title alone
AI can sort contacts by job title in seconds, but a title alone says nothing about who actually holds influence.
Targeted by buying role
Persona Analysis shows which roles and buying-group patterns have actually engaged and converted in this segment, before the list goes out.
A performance shift
Noticed, rarely explained
Someone flags that a segment's replies or wins have dropped, but nobody can say which persona stopped working.
A dip, no cause
AI can surface that a metric moved, but spotting the shift isn't the same as explaining which role drove it and why.
Traced to a role
Persona Analysis compares engagement, progression and outcomes across contacts to show exactly which persona or buying role changed.
Onboarding analysis
Inherited, not verified
A new rep or a new market gets handed the existing persona document with no way to check it still holds.
Fragmented docs, out of date
AI can tidy up whichever version it's handed, but the persona lives across fragmented, out-of-date documents, and summarising them faster doesn't make them current.
Handed off with evidence
Persona Analysis hands over the persona alongside what has actually driven engagement and wins in that segment so far.
When deals confirm the persona, or don't
The old version stands
Once a persona document is written, it stays in use regardless of what the deals that followed actually showed.
Cannot adapt
AI keeps producing the same kind of summary from the same signals; it cannot adapt when the contacts it favoured fail to convert.
The version updates on evidence
Outcomes update Persona Memory, RevOps and Marketing set each change as automatic or reviewed, and sourcing and engagement pick up the new version straight away.
Persona Analysis compares prospect activity and deal outcomes against the company's persona, ICP and messaging logic, then shows teams which personas actually work by segment, stage, signal and buying role, with the reasoning behind every comparison traceable.
It lifts conversion from the same account universe and cuts wasted contact acquisition and outreach, because contact strategy is built on which roles actually buy, not which titles seem right.
One system that understands, decides, acts and learns.
Every GTM signal flows through an AI-native operating layer into a system that runs on the surfaces your team already uses.
Explore the GTM System →Account & Contact State
Buying Signals
Territory Coverage
Propensity
Lead & Account Routing
Sequence Selection
Meeting Prep
CRM Updates
Alerts & Escalation
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The GTM teams that learn fastest will win.
Build yours a system that learns. An advantage competitors cannot buy back: years of success and failure, codified.
Frequently Asked Questions
AI-native GTM Systems didn't exist two years ago - here are the questions everyone wants answered.
Talk to Us→Persona Analysis compares who was contacted, how they engaged and what they actually influenced or won, rather than assuming presence on a deal equals influence. Where the evidence is ambiguous, a person interprets the organisational nuance. RevOps and Marketing set each change to a persona definition or contact strategy as automatic or reviewed, and own it either way.
RevOps and Marketing own when a persona definition actually changes. Persona Analysis recommends a change to Persona Memory once assignments, contact decisions, engagement and outcomes disagree with the current definition. RevOps and Marketing configure whether that recommendation updates the definition automatically or waits for a person to interpret what it means for this market first.
A reply-rate report shows how many people with a given title responded; Persona Analysis shows which personas actually work by segment, stage, signal and buying role. Teams see the pattern behind the number, who engaged, how far the opportunity progressed and whether that role showed up in the deals that were actually won.
Persona Analysis's judgement does improve, because persona versions are tested against the sourcing and engagement that follows and their impact is measured. When a role assumed influential rarely appears in wins, or one overlooked keeps appearing, that pattern becomes a recommended update to Persona Memory. The next version ships with that change, and sourcing and engagement adapt to it, automatically or after review, however RevOps and Marketing have set it.
Validating a persona means comparing who was assigned to it, who was actually contacted and how they engaged, against opportunity progression and whether the deal was won or lost. Persona Analysis runs that comparison continuously rather than once at interview time, and where the pattern breaks, a role assumed influential rarely showing up in wins, for example, it's flagged for RevOps and Marketing to review.
Identifying which roles influence deals takes more than tallying who was copied on it. It means comparing stakeholder roles, meetings and engagement against opportunity progression and outcomes. Persona Analysis runs that comparison across contact decisions, engagement and wins or losses to show which roles actually correlate with progression, and a person still interprets what that means before any persona definition changes.