AI Transforming B2B Outreach: A Tragedy of the Commons
AI has revolutionized B2B outreach by making it cheaper, faster, and more personalized. However, this technology has also incentivized companies to send more messages, leading to a degradation in buyer attention and trust—the very foundation of effective outreach.
July 28, 2026 – 12:02 pm
Image by: peshkov / Canva
AI doesn’t make buyers easier to reach; instead, it makes everyone cheaper to interrupt. Modern AI sales agents can now research companies, identify buying signals, compose personalized emails, schedule follow-ups, evaluate responses, and pass qualified opportunities to human salespeople. Major CRM vendors like Microsoft and HubSpot offer autonomous qualification agents that can scale lead research and outreach, moving from speculative features to standard infrastructure.
For individual companies, the economics are clear: tasks once requiring hours of manual work can now be completed in seconds, encouraging them to contact more prospects. However, when every company follows this logic, the collective outcome is not increased relevance but rather more interruptions.
B2B outreach is becoming a "tragedy of the commons," where the shared resource isn’t email itself but the buyer’s attention, channel trust, and sender reputation. In traditional tragedy of the commons scenarios, individuals’ self-interest leads to the depletion of a shared resource. In outbound sales, the scarce resources are not email but the focus of buyers, the trust in the channel, and the sender’s reputation.
Every unsolicited message consumes these resources, and while a valuable message might repay the cost by helping the recipient discover a relevant solution, an irrelevant message creates a net loss. No single sender owns buyer attention or controls how mailbox providers respond to unwanted messages, yet each has an incentive to consume more of both. This leads to:
- Declining reply rates.
- Increased landing in spam folders.
- Buyers becoming less receptive to unfamiliar senders.
- Teams responding by increasing volume.
- A cycle where lower production costs lead to more messages, resulting in less attention per message, further encouraging more volume.
- Rising complaints and disengagement, leading mailbox providers to tighten filters, making the channel less effective for everyone.
This phenomenon is known as interruption inflation: when the supply of automated outreach grows faster than the supply of human attention, each message buys less attention than the previous one.
The data from Belkins’ 2025 cross-channel benchmark, which analyzed over 16.5 million cold emails, 20 million LinkedIn outreach attempts, and 5 million cold calls, reveals a market under significant pressure.