━━ SIGNAL-DRIVEN DEMAND
Using AI and intentsignal to make everycampaign sharperthan the last
The MQL is dead. What replaced it is a continuous, signal-rich picture of which accounts are actually moving — and the discipline to act on it before competitors notice.
━━ THE PLAYBOOK
Signal-driven demand fuses intent data (Bombora, 6sense, G2, reverse-IP), product-led usage signals, third-party research data and our own creative-testing telemetry into a single account-level scoring layer. We surface where heat is rising, what content is being consumed, and which seats in which accounts are leaning in.
Then we use AI in the places it earns its keep — clustering audiences, generating creative variants at scale, predicting which messages will land for which buyer role — while protecting the work that only human taste can do: the POV, the casting, the story. The result is paid and outbound that gets sharper with every cycle, not noisier.
━━ WHY NOW
Why this works right now
Two structural shifts and one technology unlock.
of marketing-qualified leads never convert to revenue. The MQL model is broken — pipeline now lives at the account level.
— Forrester
of B2B buying-group members research independently before they self-identify. Intent signal is the only way to see them.
— Gartner
throughput on creative testing when generative AI is paired with disciplined human curation — without sacrificing brand quality.
— Why My Ad program data
━━ THE METHOD
How we build it
A signal stack you can actually act on, not a dashboard nobody opens.
Fuse the signal stack
We bring together third-party intent (Bombora, 6sense, G2), reverse-IP and identity resolution, product usage data, CRM and MAP data, and our own paid telemetry into one account-level score. We strip out the noise — most accounts are scored on five signals, not fifty.
Treat creative as a hypothesis system
Each campaign starts with 6–12 messaging hypotheses tied to a buyer pain. Generative AI helps us produce variants at scale; human strategists kill the variants that look like AI made them. We ship, measure, retire losers fast and double the survivors. Every week the creative gets sharper.
Match the message to the moment
Account-level signals drive who sees what. A finance leader showing security research intent gets a different sequence than a security engineer on a self-serve trial. Paid, outbound and lifecycle work off the same playbook — no more brand showing one story while sales sends another.
Close the loop with revenue
We attribute against pipeline and influenced revenue, not MQL volume. Every creative, segment and channel has a live ROI lens. We retire what isn't earning its place and reinvest in what is. Reporting is a weekly conversation, not a quarterly slide.
━━ WHAT YOU GET
Deliverables, on a single page.
- Unified account intent + scoring model
- AI-assisted creative testing system
- Buyer-role messaging matrix
- Paid + outbound + lifecycle orchestration
- Live pipeline attribution dashboard
- Quarterly signal review + reinvestment plan
━━ OUTCOMES
What changes in the business.
━━ Proof in the work
Where this playbook ran in the real world.
━━ QUESTIONS WE GET A LOT
Before you brief us.
Not necessarily. We design the signal stack around what you already have. Many of our clients start with reverse-IP, CRM data and product usage signals only — and layer in Bombora or 6sense once we've proved the model. The discipline matters more than the tool.
AI helps in clustering, variant generation, lookalike modelling and copy iteration at scale. It breaks things when it writes your POV, names your category, or replaces the strategist deciding what to ship. We use it as a power tool, not a replacement for craft. Our work is auditable — humans signed off every line.
By making the signal layer actionable, not exhaustive. We score accounts on the five signals that actually predict behaviour, surface the top 20 movers each week, and pair every signal with the next play. The dashboard exists; the weekly action call is what creates the lift.
Influenced and sourced pipeline at the account level, sales-cycle compression on touched accounts, cost per qualified meeting, and creative-variant win rate as a leading indicator. We run a holdout cohort wherever possible so lift is defensible, not anecdotal.
Stop firing campaigns into the dark.
See exactly which accounts are moving — and ship the message that meets them.
BRIEF US ›