cyberneticlibrary

Configure AI SDR campaigns

sales-aisdrskillsetup L318
sales-skills/sales

Causal-lift measurements

platform-onboarding+17pp vs no-skill baselinewith-skill 74% · baseline 57%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Configure and optimize AI SDR campaigns with autonomous prospecting and outreach

Best for

Mid-market B2B (100K-10M ARR) with defined ICP seeking hands-off prospecting and sequencing at 1-3% reply rate vs <0.1% for generic cold email

Inputs
  • · prospect ICP/filters
  • · value proposition
  • · target list or database filters
  • · CRM (HubSpot/Salesforce/Pipedrive)
Outputs
  • · AI prospecting results (700M+ contacts filtered)
  • · personalized email + LinkedIn sequences
  • · meeting bookings
  • · CRM lead sync
Requires
  • · AiSDR platform
  • · CRM (HubSpot/Salesforce/Pipedrive)
  • · Calendly (optional, for booking)
Preconditions
  • · AiSDR plan active (Explore $900/mo to Enterprise custom)
  • · prospect ICP well-defined
  • · messaging framework (why, what, how) captured
Failure modes

Personalization weak if ICP is fuzzy; reply rates drop if messaging is generic; AI Strategist requires rich context (company docs, pain points) to produce quality output

Trust signals
  • · Y Combinator backing (2023)
  • · 700M+ contact database claims
  • · 1-3 meetings per 100 leads vs <1% industry average
  • · AI Strategist research approach documented (company news, tech stack, job postings)
  • · pricing tiers with message/credit limits per plan
  • · 3-plan structure (Explore/Grow/Enterprise) with seats and sync features