AI Prompt Quality Analytics

Measure and improve how your team uses AI

ConvoScore scores every AI conversation across 6 dimensions and coaches users to write better prompts. Teams see 74% improvement in two weeks.

convoscore.app/dashboard
Today's Score
82 +7 vs last week
Clarity88
Context79
Efficiency84
Features72
Engagement91
Self-Correction76
Team Leaderboard
# Developer Score
1 Mike Johnson 88
2 Sarah Chen 85
3 James Rivera 82
4 Emily Park 78
5 David Nguyen 75
74%
avg. prompt improvement
72
developers tracked
6
scoring dimensions
<5 min
to set up

How it works

Three steps. Five minutes. Measurable results.

1

Install the CLI

One command. Runs automatically every 30 minutes. Reads your AI conversations locally — nothing leaves your machine until scoring.

2

Get scored by AI

GPT-4o analyzes each conversation across 6 dimensions: clarity, context, efficiency, feature usage, engagement, and self-correction.

3

Watch your team improve

Developers get coaching tips. Managers see leaderboards and trends. Healthy competition drives measurable gains within days.

For Developers

Personal AI coach that actually knows your code

Every developer gets a personal dashboard with dimension breakdowns, trend charts, and an AI coach that remembers your past conversations. See your worst prompts rewritten, appeal scores you disagree with, and pre-review prompts before sending them.

AI Coaching Reports — personalized daily feedback on what to improve
Worst Prompt Rewrites — see exactly how to phrase it better
Interactive Coach Chat — ask follow-up questions, get context-aware advice
Your Score — March 9
82 +7 this week
Good
Clarity 25%
88
Context 20%
79
Efficiency 20%
84
Features 15%
72
Engagement 10%
91
Self-Corr. 10%
76
AI Coach Tip

Your context usage dropped — try including file paths and error messages in your next prompt. Reference specific files with @.

Leaderboards

Daily and all-time rankings with full dimension drilldowns.

Attendance

14-day grid showing who's using AI daily and who isn't.

Ask AI

"Who improved most this week?" Ask questions, get answers.

Groups

Organize teams with delegated managers and scoped views.

CSV Export

Export leaderboards, attendance, and history for reports.

BYO LLM

Your keys, your data. OpenAI, Azure, or Anthropic.

For Managers

Visibility your team needs, proof your leadership wants

See who's adopting AI tools, who's improving, and where the gaps are. Leaderboards drive healthy competition. Attendance grids show daily usage at a glance. Ask AI anything about your team's performance in plain English.

Try it live

Score a prompt right now

Paste any AI conversation below. You'll get an instant breakdown across all 6 dimensions. No signup needed.

Pricing

Start free, scale when ready

3-day free trial on every plan. No credit card required.

Pro

For individual developers and small teams

$4 /user/mo
Start Free Trial
    Most Popular

    Business

    For teams that need admin controls and analytics

    $8 /user/mo
    Start Free Trial

      Enterprise

      For organizations with 100+ developers

      $15 /user/mo
      Start Free Trial
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        Your team is already using AI.
        Now make them great at it.

        Set up in 5 minutes. See improvement in 2 weeks. Free trial, no credit card.