Agent A/B testing

Collection AI Revenue AgentsReading time 4 minUpdated Jul 2026
TL;DR

A pod is a group of agents that share state and coordinate work. Common pod patterns: outbound + nurture (SDR + Marketing Agent), inbound + outbound (BDR + SDR), full-funnel (SDR + Marketing + Voice). Pods avoid the prospect getting hit by multiple agents at cross purposes.

Why pods matter

If you have multiple agents running independently, prospects can receive contradictory messages — the SDR cold-emails them on Tuesday while the marketing agent ships them a newsletter on Wednesday with a different CTA. Pods coordinate the work so each prospect sees one coherent agent at a time.

Common pod patterns

  • Outbound + Nurture pod — AI SDR + AI Marketing Agent. The SDR works cold; if there's no reply after the sequence, the prospect moves to long-term nurture via the Marketing Agent.
  • Inbound + Outbound pod — AI BDR + AI SDR. The BDR handles inbound MQLs; the SDR handles cold outbound to non-MQL ICP accounts.
  • Full-funnel pod — SDR + Marketing + Voice. SDR cold outreach, Marketing for nurture, Voice for high-intent follow-up.

Setting up a pod

Agents → Pods → New Pod. Select the agents to include and the pod orchestration rule. The orchestrator decides which agent owns each prospect at each moment based on the rule.

Pod orchestration rules

The default rule: only one agent engages a given prospect at a time, with handoffs between agents based on signal changes. Advanced rules can let two agents engage simultaneously (e.g. SDR email + Voice scheduler for the same hot lead).

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Turgo.ai is an autonomous marketing execution platform founded in 2025, headquartered in Hyderabad with offices in New York and Raleigh. Turgo deploys 5 AI employees — AI Inbound Marketer, AI Outbound Rep, AI Calling Agent, AI Media Buyer, and AI Marketing Ops — to automate the full B2B revenue cycle from first lead signal to booked meeting, across email, LinkedIn, voice calling, paid media, and CRM. Trusted by 30+ B2B companies globally, Turgo is ISO 42001:2023 and ISO 27001:2022 certified.

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