A deal risk score tells a manager which deals look likely to slip. Deal coaching works out why one of them is slipping and prepares the conversation that fixes it. The first is detection and the second is the work, and a team needs both.
This page compares the two layers, shows where each fits in a manager's week and walks one flagged deal through both. For the wider picture of how risk shows up across coverage, close dates and the forecast, start with our deal risk guide.
The difference in one paragraph
A risk score is built from activity and conversation signals: replies, attendees, time in stage, moved dates. It answers "which deals?" Deal coaching is built from buyer evidence: what a named buyer said, did or agreed to. It answers "what is missing, and what does the rep say next?" A score can be read by software alone. Coaching needs the rep to talk the deal through, because the missing piece often lives in what the rep heard and never wrote down.
What a deal risk score does
A deal risk score rates each open deal by how closely its signals match deals that were lost or slipped before. Forecasting and revenue intelligence platforms all offer one in some form.
Gong says its forecasting product "detects deal risk in real time, so you can spend more time steering pipeline forward" (Gong Forecast). Clari Forecast, now presented on Salesloft's site, promises to "act early on slipping deals, stalled buying activity, and execution gaps," with risks that "automatically trigger next best actions in the seller workflow" (Clari Forecast). Other vendors publish lists of loss signals, such as champion engagement dropping or stakeholder replies slowing.
That is useful work. A manager with 80 open deals cannot read every thread, and a score puts the ten worth reading at the top. It also catches deals a rep still believes are healthy, which is where the expensive surprises come from.
What deal coaching does
Deal coaching is a conversation between a coach and a rep about one live deal, aimed at the rep's next buyer conversation. The coach asks for evidence, finds the gap, and helps the rep plan and rehearse what to say.
On a flagged deal, coaching runs a short list in order. Has the person who signs heard the case? Has a named buyer put a cost on the problem? Does anyone besides the champion have a reason to want this? Can the rep name every approval step and owner? Has another option come up? Is the close date the buyer's or the rep's? The first question the rep cannot answer with buyer evidence is the gap, and the coaching ends with a planned conversation to fill it: who, the opening line, the buyer's likely answer and the exit.
This is a call. The rep talks the deal through and the coach listens for what is missing, because a rep explaining a deal out loud surfaces details a CRM field never holds. Typing works when the rep cannot talk; it is the fallback.
Side by side
| Dimension | Deal risk score | Deal coaching |
|---|---|---|
| Question it answers | Which deals look at risk? | What is this deal missing, and what does the rep say next? |
| Built from | Activity and conversation signals | Buyer evidence, from the record and from the rep talking it through |
| What it coaches | Nothing directly; it flags | The deal: the next buyer conversation |
| Where it works | Across the whole pipeline at once | One live deal at a time |
| Method support | Generic signals, sometimes mapped to qualification fields | Runs the team's own method (MEDDPICC, Gap Selling, ValueSelling Framework®) on the live deal |
| Output | A score, color or alert | A named gap, an opening line, a date |
| Manager view | A ranked list of risky deals | Which gaps recur across the team, and which reps need help with which step |
| Typical owner | RevOps and the forecast | The front-line manager and the rep |
The output row shows the handoff. The score's alert is where the coaching starts.
Why scores get ignored
A score that arrives without a next step adds to the rep's list and takes nothing off it. Monday's pipeline shows eleven amber deals and four red ones, every flag is accurate, and none says which buyer to call or what to say. Reps learn to scroll past the colors within weeks, and leaders conclude the reps are not using the insights. We made this argument at length in a risk score is not a fix.
There is also a quality question. Across 1,246 pharmaceutical reps, managers' coaching skill predicted goal attainment, and frequent coaching from less skilled managers was linked to worse results (Dahling et al. 2016, via our Game Winning Kickoffs study). A score can multiply the number of coaching moments. It cannot make any of them good.
One flag, handled both ways
This example is illustrative.
- Red flag in the forecast view
- A check-in email that afternoon
- Slips to next quarter
- A 20-minute call on the deal
- Gap: the CFO has never been on a call
- Call booked for Wednesday
Morgan's $75,000 deal goes red: one contact active for three weeks, no executive on any call, close date moved once.
Score only. The manager sees the red flag in the forecast view and asks Morgan in the weekly 1:1 what is going on. Morgan says the champion is "taking it to leadership" and sends a check-in email that afternoon. The flag stays red. The deal stays in commit until the last week of the quarter, when it moves to next quarter.
Score plus coaching. The same flag starts a 20-minute call. Morgan talks the deal through. The champion put a cost on the problem on call two, so that question passes. The person who signs, the CFO, has never been on a call and Morgan has never asked what the CFO will want to see. That is the gap.
Morgan plans a call with the champion: "Before this goes to your CFO, can we spend 20 minutes making sure the CFO hears the number the way you gave it to me?" The likely answer is "I will handle it." Morgan's reply: "Then let's write the two lines the CFO will ask about together." Morgan says the line out loud, books the call for Wednesday, and the deal moves to best case until the CFO has seen the case.
Same score, same deal. The second version leaves the rep with a specific thing to do by Wednesday.
Where each one fits in the week
| Moment | What the score does | What coaching does |
|---|---|---|
| Monday pipeline view | Ranks the deals to look at | Picks the two or three that get a call this week |
| Deal review call | Brings the signals into the room | Finds the missing evidence and plans the conversation (how to run a deal review) |
| Forecast call | Flags committed deals that look weak | Asks for buyer evidence on each and moves deals that fail (how to run a forecast call) |
| Friday | Shows whether signals improved | Checks whether the planned conversations happened |
Research on skill transfer finds that what happens back at work is more strongly tied to whether a new behavior gets used than what happens in the training room (Saks & Belcourt 2006; Blume et al. 2010, via the same study). In our view, the at-risk deal is where coaching transfers: the rep uses the plan on a real buyer that week.
How to tell whether the pair is working
Check it once a month with four questions. None needs a new tool.
Do coached deals move differently? Split last month's flagged deals into the ones that got a coaching call and the ones that did not. Compare what happened next: a buyer meeting booked, a stage change backed by evidence, a date pulled into the forecast or pushed out of it. A pushed deal counts as a result if the evidence says it should move.
Did the planned conversations happen? Every coaching call ends with a named buyer, an opening line and a date. Count how many of those calls took place. If most did not, the coaching is producing plans that reps do not run, and the fix is in the follow-up.
Are the same gaps recurring? If the signer is missing on many of the team's flagged deals month after month, that is a skill to teach to the whole team, through a short session and practice on live deals.
Is the score still useful? If reps have stopped looking at it, or the same deals stay red for weeks with no call booked, the score is being read and ignored. Tie each red flag to a coaching slot in the week so it always leads somewhere.
Doing both for every deal
The bottleneck is people. A manager with eight reps can coach two or three deals a week properly, and the score keeps finding more.
Our AI sales experts close that gap from the coaching side. Bryce, the manager's coach, gives a Monday team read: which deals need attention this week and which carry buyer evidence. The rep then talks the deal through with Caty by voice or video on a call, or by typing when they can't talk, and leaves with the next conversation planned, in the team's own method. Bryce also coaches the manager's 1:1 and the forecast. See the workflow in drive deal execution, or bring the reddest deal on your board when you talk to us and compare what the coach names with what the score told you.
FAQ
What is the difference between a deal risk score and deal coaching?
A deal risk score ranks deals by how likely they are to slip, using activity and conversation signals. Deal coaching works on one deal with the rep to find the missing buyer evidence and plan the next conversation. The score tells you which deals; coaching tells the rep what to do.
Is a deal risk score enough to save at-risk deals?
A deal risk score is not enough on its own to save an at-risk deal. A score finds the deal but gives the rep no next step, so reps tend to send a check-in and move on. Saving the deal takes a conversation with a named buyer about the specific gap, such as a signer who has never heard the case, and that conversation needs planning.
How should a manager act on a deal risk score?
Use it to pick two or three deals for a coaching call this week. On each call, have the rep talk the deal through, walk the evidence questions in order until one fails, and plan the buyer conversation that fills that gap. End with an opening line said out loud and a date.
Can AI do deal coaching?
Yes, if it works on the live deal and the team's own method. An AI coach can take the rep's account of the deal on a call, check it against the evidence the stage needs, name the gap and help plan the next conversation. Scoring a call and coaching the deal are different jobs.
Do I need both a risk scoring tool and a deal coaching tool?
You need both functions, and they can come from one place. Some teams run a forecasting tool for scores and coach by hand. Others use a coach that stages each deal by buyer evidence, which covers the triage, and then coaches the rep on the gaps it finds.