The best AI sales coaching software for your team depends on one question before any feature: do your reps spend their day on 90-second cold calls or on 45-minute demos? Tools built for the second are usually poor at the first. This guide covers the four categories on the market, seven criteria to score them, and what to measure in the first 90 days. We do not rank vendors. We tell you how to.

Why managers are buying this now

The maths of manual coaching stopped working. Gallup puts the average manager at 12.1 direct reports in 2026. A manager with 12 SDRs each making 150 dials a day cannot listen to a meaningful sample, so coaching becomes a deal review on Friday.

The reps feel it. In the State of Sales Coaching survey by Aircall and MySalesCoach, 38% of reps say they are rarely or never coached, while 90% of leaders say they coach at least monthly. Only 27% of reps hit quota. Reps who rate their coaching as excellent are about 50% more likely to hit target.

AI coaching software exists to close that gap: score every call, prompt the rep live, and give the manager three calls to open instead of three hundred.

The four categories of AI sales coaching software

1. Conversation intelligence platforms

Record meetings, transcribe, surface deal risk and forecast signals. Strong for AE teams and leadership visibility. Built around long calls with a calendar invite. For an SDR making cold calls through a dialer, they often see nothing, or see it a day later.

2. Dialer-native coaching

Coaching inside the tool reps dial from: live objection prompts, automatic scorecards on every cold call, clips for managers, CRM write-back. This is the category built for outbound teams. Sonik sits here, alongside other dialers with coaching layers.

3. Roleplay and training tools

Simulated buyers for practice before live calls. Useful for onboarding. Weak on their own because practice without data from real calls drifts toward generic objections.

4. Sales engagement platforms with a coaching add-on

Sequencing tools that added call scoring. Convenient if you already run your cadences there; check whether the coaching covers phone calls as well as email and whether it works in French.

Seven criteria to score any tool

1. Sales motion fit. Ask for a demo on a 90-second cold call, not a recorded discovery meeting. If the tool needs a calendar invite to work, it is not for SDRs.
2. Live versus post-call. Post-call analysis changes next week's call. A live prompt changes this one. Most outbound teams need both, with live prompts limited to high-value moments: an objection, a competitor mention, a pricing question.
3. Scorecards built from your calls. In our benchmark of 1,000,000 B2B cold calls in France, trigger-based openers reach a 7-10% meeting rate versus 2-3% for pitch-first openers, and asking a question before answering an objection lifts conversion by 197%. A rubric that does not score those behaviours is scoring the wrong thing.
4. Language and accent. Test transcription on three real French calls, including one with a bad mobile connection. Many tools are tuned on US English and miss "on a déjà un prestataire" entirely.
5. CRM write-back. Score, summary and next step should land on the contact without a rep typing. If they do not, adoption dies in month two.
6. Recording consent and GDPR. Can you set recording and prompt announcement per country and per rep? Can a prospect's recording be deleted on request? European teams cannot skip this.
7. Manager workflow. Does the manager get a weekly list of calls to open, by criterion, or a dashboard to explore? The first gets used. The second gets admired.

Questions to ask in the demo

• Show me the score and evidence for a call that did not book a meeting. What does the rep see, and when?
• Play a French call with an objection. What appeared on the rep's screen, and how many seconds after the objection?
• Where does the summary go in HubSpot or Salesforce, and which field?
• How do I change a criterion in the rubric, and does it rescore past calls?
• What happens when a rep opts out of recording for a specific call?
• What is the price per seat with dialing included, and what is extra?

What to measure in the first 90 days

Do not wait for quota impact. It takes a full quarter and is polluted by territory and season. Measure the leading indicators weekly.

• Weeks 1-4: adoption. Share of calls scored, share of reps who opened their score at least three times a week.
• Weeks 2-8: behaviour. Average score on the weakest criterion. A team that goes from 0.8 to 1.5 on objection handling is changing behaviour.
• Weeks 4-12: outcome. Meetings per conversation. This is the number the scorecard exists to move. Connect rate should not move; if it does, something else changed.
• New hires: ramp. Days from first dial to first week at team-average meetings per conversation.

How Sonik approaches AI sales coaching

Sonik is a dialer-native option. Coaching lives in the same screen reps dial from: a live prompt when a known objection is detected, a scorecard on every call built from the behaviours in our benchmark, a three-line summary and the score written to the CRM, and a weekly list of calls to open for each manager.

Transcription and scoring run on French and English calls, with recording consent configured per country. Roleplay scenarios are generated from your own recorded objections rather than from a generic library.

Pricing is per seat with dialing included; details are on the pricing page. If your team is mostly AEs running demos, a conversation intelligence platform may be the better first buy.

Conclusion

Pick the category before the vendor: outbound SDR teams need coaching inside the dialer, AE teams need conversation intelligence, and both need rubrics built from their own calls. Before any demo this week, pull three real French cold calls with an objection and ask every vendor to run them live. The tool that scores those calls correctly, in your CRM, is the one worth trialling.