Conversational intelligence in GTM (Top of Funnel) comes in two types

Aditya Lahiri
CTO & Co-Founder @ OpenFunnel
It kills the very channel it's trying to scale.
AI didn't suddenly 100x email sending infrastructure it gave you more emails you felt okay sending.
Pre LLMs - 500 personalized emails meant a team, manual effort and a lot of "does this sound stupid?" Now it's a prompt and 10 minutes.
AI removed the mental effort it takes to send OK emails
But this broke two things:
Infra collapse - AI spam filters, domains got burned, deliverability dropped
Mental spam filters - this one's the big problem
Even if your email lands. Even if it's genuinely relevant.
Doesn't matter. Prospect's brain is already poisoned.
They've seen 50 "personalized" emails this week. All AI slop. Careless.
So now every cold outreach triggers the same response: "This person doesn't care about my problem. They're just running automation tricks at their job"
Your carefully written, actually relevant email? DOA. Guilty by association.
This is tragedy of the commons playing out in real time.
One company's AI-SDR doesn't just hurt their reputation. It burns the channel for everyone.
Every AI email sent makes the next human email less likely to be read.
End state? Automated outreach dies as a channel. Not for one company - for the industry.
What it amplifies: In-person Careful crafting of lists + timing Deep-Deep research before first touch Proof of effort that can't be faked Patient/Persistent human follow-up





