The dominant sales-AI tools and notetakers like Gong, Chorus, Fireflies, Fathom are built on B2B SaaS deal data and have turned Rep Talk Time into a quality signal. Lower is better. Listen more, talk less.
In B2B SaaS, the data says that's a good metric. In franchise development, it's distracting at best.
Franchise diligence calls can't get measured the same way non-franchise businesses measure their sales calls. Franchise diligence processes aren't single quick-cycle deals that could close at any time and that will take any prospect as long as they pay.
The needs of a structured diligence process in franchise growth are not met by traditional sales notetakers that focus on metrics like Talk Ratio.
Here's the version of the metric that actually matches franchise sales reality: agenda completion against the stage playbook. The rest of this post covers what that means, what it looks like, and what it costs you when you optimize for the wrong number.
To be fair to the B2B sales-AI category: the metric is doing real work in the world that built it.
B2B SaaS deals tend to be quick-cycle. They can close at any point in the process if the buyer is ready. Qualification frameworks like BANT and MEDDIC give the rep a clear scoring rubric, and the most common failure mode for an SDR or AE running discovery looks pretty consistent: they talk too much, pitch too early, and don't leave the prospect enough room to surface objections or commitment signals. In that world, “your rep talked 60% of the time” really is a coaching prompt. The data shows what it shows.
A franchise diligence process is not a single quick-cycle deal. It's a structured process. Your Candidate moves from inquiry, through standard stages. Your franchise might do them in slightly different order, but Discovery, FDD Review, Territory Selection, Operations/Unit Economics, and Discovery Day happen in every diligence process.
The right question for any of the calls in the process is not “did the Director leave enough silence?” It's “did your Director accomplish the agenda for this stage?”
You stop measuring the rep and start measuring the call. Once you frame it that way, you can leverage AI (with Call Catalyst AI) to score the call against the agenda.
It's the franchise-native version of what B2B sales-AI is trying to do with Rep Talk Time. Same intent, figure out “was this call good?”, but it points at the question your franchise growth function actually needs to answer.
The clearest way to see the difference is to look at a specific stage.
A Territory Selection call has a defined agenda. By the time the call ends, your Director needs to have:
Whether your Director did 40% or 60% of the talking on that call is not the question. The question is whether your Director accomplished those four things with the Candidate. If your Director did, the call was good. If not, it wasn't, no matter what the talk-listen ratio is.
This is why Call Catalyst AI is so focused on specific agendas and scoring based on the specific diligence call. The pattern is the same across every stage in your diligence process: each call has a job, and the call is good when that job is done.
When you grade or coach your team on Rep Talk Time, you don't get a neutral signal, you get pressure to perform to a metric that doesn't matter. Your Directors have to adapt to hit a metric that is not tied to success of the call or the Candidate. They just get coaching that says “you talk too much.”
In a Territory Selection conversation, that pressure shows up like this:
The Director might hit that coaching metric, but it sure doesn't help.
Multiply that across stages and across Directors, and you get a pipeline where everyone might score well on a B2B benchmark while your conversion rates at specific gates quietly deteriorate.
If you can't tell whether your Director covered the stage agenda because your sales intelligence tool doesn't report on the agenda outcomes for that call, you're driving the wrong behavior.
Measure agenda completion against the stage playbook. Define the agenda for each stage of your diligence process. Then measure, for every call, whether your Director accomplished that call's agenda. Score on that. Coach on that. Report on that. That's why I built Call Catalyst AI as a sales intelligence and call notetaker for franchises.
Here's how that shows up:
The meeting score is your measure for the call. Rep Talk Time is, at best, a secondary observation you can layer on top; a Director who is missing agenda items because they're not letting the Candidate get a word in needs to be addressed but that's not a common situation. But the primary measure is whether your Director completed the agenda.
This is just one of the problems I built Call Catalyst AI to solve. It recognizes which stage of your diligence process a call is in, knows what that stage's agenda is, listens for whether your Director covered the agenda, scores the call on completion, and produces notes focused on the work that stage exists to accomplish.
If you know your Rep Talk Time but you don't know whether the agenda got accomplished, what good is the metric?