Use cases
12 jobs that AI agents — and the teams building them — are bringing to Watt today. Grouped by the shape of the work.
Cluster 01
Discovery, ICP definition, and audience composition — built from real-world behavioral signal.
Vendor catalogs decide what audiences exist. The behavioral combination only you understand isn't on the menu.
Audiences nobody else can replicate. Sized to your real market. Refreshed continuously.
Your ICP doc is mostly demographic guesswork from sales calls. Demographics don't predict who buys, renews, or churns.
A behaviorally-grounded ICP. The foundation for every downstream activation.
Meta and Google build lookalikes from page views, clicks, and demographic guesses. Audiences converge on the obvious patterns. CAC creeps up. ROAS drops.
Lookalikes that hold up as they scale. Lower CAC. Higher ROAS.
Firmographic targeting tells you a company is in your ICP. It tells you nothing about whether anyone inside is in a buying motion.
Reps and agents work accounts that are actually in motion, not just on paper.
Cluster 02
Real-time decisions inside the agent loop — routing, scoring, timing, messaging.
Agents decide in milliseconds. The data they need lives in batch jobs and overnight ETL. They decide blind, or they wait.
Decisions made on real-world signal at agent speed. No batch lag.
You already have the right accounts. What you don't know is which ones are in a buying window right now.
Pipeline you already paid to acquire becomes pipeline most likely to convert this quarter.
The campaign calendar says reach out today. The customer's actual life — recent purchase, life event, just churned — says don't.
Outreach timed to the customer's reality, not the campaign calendar.
Your personalization engine knows what the customer did inside your app. It knows nothing about what they did this week in the rest of their life.
Messaging that reflects what the customer is actually doing right now.
Cluster 03
Expansion, retention, and the loops that compound on the customers and pipeline you already have.
Most “always-on” marketing is monthly with extra steps. The signal that would have changed the answer arrived three days after the campaign shipped.
Decisions that operate at agent speed, not agency speed. The window doesn't close before you act on it.
Your CSM hears about the funding round on LinkedIn. Your AE hears about the new VP from the renewal call. Always too late.
Expansion conversations arrive before the budget conversation does.
You learn which customers are high-LTV after you've already spent the dollars to acquire them. Growth dollars chase volume because there's no real signal at the top of the funnel.
Growth dollars routed to the cohorts most likely to retain and expand.
You blast every lapsed customer with the same 20%-off offer. A few come back. Most churn again 60 days later. The rest? Spend wasted, deliverability burned.
Higher win-back conversion. Less wasted spend. Trait-level insight into why people leave.
We'd love to hear which jobs are most acute for you right now — and how you're solving them today.
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