The SMB sales cycle, in numbers
Across the SMBs we measure, a sales rep spends on average:
- 30% of their time in meetings (phone, video, on-site).
- 25% writing (quotes, proposals, meeting recaps).
- 20% looking up information (offers, pricing, customer files).
- 15% on follow-ups (CRM, emails, check-in calls).
- 10% in internal meetings and training.
That’s half their time spent writing and searching. That’s where AI frees up capacity.
1. Personalized quotes in 30 seconds
An assistant fed with the last 200 quotes and product sheets produces a precise draft as soon as you describe the customer context in two sentences: size, sector, main need, constraints.
Typical gain: 15 to 30 minutes per quote, and pricing consistency that drifts less between reps.
2. Personalized meeting preparation
Before a meeting, the assistant generates a prep sheet in two minutes: customer history, prior exchanges, past opportunities, things to watch, sector benchmarks.
Observed effect: better-prepared reps, more productive meetings, conversion rates up 8 to 12%.
3. Pipeline follow-up without the spreadsheet
The assistant can query your CRM in plain English: “show me opportunities over €50k that haven’t moved in 3 weeks”, “which ones are waiting on a reply from me?”, “who hasn’t been contacted in 60 days and brings in more than €10k in revenue?”.
Effect: pipeline better tracked, opportunities revived before they die. Much more effective than a classic CRM dashboard.
4. Meeting recaps from raw notes
Your handwritten or audio notes after a meeting become a structured recap, in the company format. 30-second summary, instead of 20 minutes of writing.
Cumulative gain across 5 meetings a day: 1.5 hours recovered, plus recaps that are actually up to date — because they get done.
Two traps to avoid at all costs
Trap 1 — The 100% AI sales email. Spotted in two seconds by an experienced customer. The relationship cools, reply rates collapse. Use AI for the draft, never for direct send.
Trap 2 — Lead scoring without a human in the loop. You risk missing weak signals that only an experienced rep catches. Keep AI as an assistant, not a filter.
For the project scoping, see Grow revenue without hiring and How to make your project succeed.
Twenty minutes with a sample of your last 50 quotes. We load them, we look at the quality of the draft the assistant proposes. It’s the best possible test.
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