Semarize
Use caseSales Enablement

Coaching that's
measurable

Stop listening to calls to find coachable moments. Semarize scores every conversation against your framework and returns structured signals you can trend, compare, and act on.

The problem

Coaching is
manual and subjective

Enablement teams can't scale coaching when it depends on managers listening to recordings and filling out spreadsheets.

QA sampling is limited

Managers review 5–10% of calls. The rest go unscored. Coaching insights are anecdotal, not systematic.

Framework adoption is inconsistent

MEDDICC, BANT, SPICED - teams adopt frameworks but can't measure whether reps are actually following them.

Coaching is subjective

Two managers score the same call differently. There's no consistent rubric applied at scale.

Improvement is unmeasurable

You can't track skill lift over time when scores come from different reviewers using different criteria.

Why existing tools fail

Existing tools describe calls,
not score them

Conversation intelligence platforms produce summaries and dashboards - but they don't return structured, queryable evaluation signals.

Deal intelligence platforms

Generate narrative summaries optimised for human review. You can't query "average objection handling score by rep" because there is no score - just paragraphs.

Manual scorecards

Require managers to listen and fill in spreadsheets. Doesn't scale. Introduces reviewer bias. Can't trend reliably across reps or time.

Call scoring tools

Return a single weighted total score (e.g. "Call Score: 72"). Collapses nuance. You can't isolate whether the issue was discovery, objection handling, or closing.

The Semarize approach

Semarize scores
every call, every time

Define Bricks for each coaching dimension. Bundle them into a Kit. Run every call through the same evaluation - automatically.

Deterministic rubric scoring

Each Brick evaluates one behaviour and returns a typed value. No narrative interpretation - just data.

100% call coverage

Every conversation gets scored. No sampling bias. Coaching insights are based on the full picture, not a random subset.

Trendable metrics

Track objection_handling_score, talk_ratio, and discovery_depth per rep, team, and cohort over time.

Evidence-backed feedback

Every signal includes evidence spans showing exactly what the rep said. Coaching conversations start with data, not opinions.

Bricks & Kits

Example Bricks for
sales coaching

These Bricks evaluate the specific dimensions that matter for sales enablement & coaching teams. Bundle them into Kits to create reusable evaluation frameworks.

agenda_set
boolean

Did the rep set an agenda within the first 5 minutes?

false
open_questions_asked
numeric

Count of open-ended questions the rep asked

6
talk_ratio
numeric

Proportion of call time the rep was speaking

0.62
objection_handling_score
score 0–100

How well the rep addressed objections raised

72
discovery_depth
score 0–100

Quality and depth of discovery questions

58
next_step_confirmed
boolean

Clear next action with owner and date agreed

true

Coaching Signals Kit

kit

Scores every call on the dimensions that matter for rep development.

agenda_setboolean
open_questions_askednumeric
talk_rationumeric
objection_handling_scorescore
discovery_depthscore
next_step_confirmedboolean

Output

Structured signals,
not summaries

Every evaluation returns deterministic JSON with typed values, reasons, and evidence spans. Same schema every time.

Coaching evaluation response
{
  "run_id": "run_abc123",
  "status": "succeeded",
  "output": {
    "bricks": {
      "agenda_set": {
        "value": false,
        "confidence": 0.91,
        "reason": "No agenda established in opening",
        "evidence": ["...jumped straight into the demo..."]
      },
      "talk_ratio": {
        "value": 0.62,
        "confidence": 0.88,
        "reason": "Rep spoke for 62% of the call",
        "evidence": []
      },
      "objection_handling_score": {
        "value": 72,
        "confidence": 0.84,
        "reason": "Addressed pricing objection but missed security concern",
        "evidence": ["...we can work on pricing...", "...security is a big concern for us..."]
      }
    }
  }
}

Coach with data,
not opinions.

Score every call against your framework. Track skill lift over time. Start building your coaching signals today.