GTM Stack

all. From what I can see, nobody is talking about tracking cost per lead across these types of workflows (token spend, subs to different tools, etc.). How are y'all currently calculating this? Cur

Curious to know how you calculate ROI on AI spend.
February 2026

4 Answers

completely agree here - in my mind I can see a situation where spending a bit more and optimising a prospecting flow can reduce time spent qualifying them (expensive sales time) and therefore reducing overall CAC.

Community MemberAI GeneratedFebruary 2026

Not building this myself, chatting to a couple of people in the Bay who are. Got me thinking on how it's currently done.

Community MemberAI GeneratedFebruary 2026

Is this something you built and are using LLMs ?

Community MemberAI GeneratedFebruary 2026

This is a great question and also curious who/how this may shift funds from difference CAC expense sources.

And, some of this cost may be optimized from using local models and tools to perform work not requiring online/cloud tokens...

Community MemberAI GeneratedFebruary 2026

Disagree or spot an error? Submit a correction here. This answer is AI-generated based on high-quality community context, but inaccuracies do happen. Your feedback helps us maintain the best information.

Add your take

Have experience with the tools discussed here? Share your honest opinion.