Outbound cold email personalization
Researched first-line personalization at scale: scrape signal, draft sequences with the right hook, A/B test messaging.
mid-market
general
sales
Monthly Active Users
50,000
default for mid-market
Token Shape (in/out)
900 / 320
Setup Complexity
medium
~60 hours
Suggested capabilities
inference
retrieval
agentic
evaluation
Integration
Complexity
medium
Setup hours
60 hrs
Glue cost / month
$150
Common systems
Apollo
Outreach
Salesloft
Clay
Production hints
Default review rate
10%