Developer Tools Medium 2,800/mo

Developer Analytics Dashboard

GitHub/GitLab analytics showing team velocity, code quality trends, and bottlenecks. Engineering leadership dashboard showing what's actually happening in your codebase.

AnalyticsDeveloper
MRR Potential
$10K–$40K
Time to MVP
8–10 weeks
Search Volume
2,800/mo
Market Size
$2.4B

The Problem

GitHub Insights shows basic contribution graphs, nothing actionable. Engineering leaders report 'we shipped stuff' without data. Code review bottlenecks are invisible. Deep work vs. meeting time is unmeasured. No metrics on code quality trends over time. Board-level engineering reporting is guesswork.

The Solution

Engineering analytics platform connecting to GitHub/GitLab/Jira to surface velocity trends, review bottlenecks, quality metrics, and team health — giving engineering leaders data for decisions and board reports.

Target Audience

Engineering managers wanting visibility into team output, VP of Engineering reporting to the board, and team leads identifying process bottlenecks

Key Features

1
Velocity dashboards showing PRs merged, story points, and deploy frequency
2
Review bottleneck identification showing slowest reviewers and longest wait times
3
Code quality trends tracking test coverage, code complexity, and tech debt
4
Team health metrics including focus time, meeting load, and satisfaction
5
Executive reports for board meetings with engineering KPIs
6
Historical trends showing improvement over quarters and years

Market Opportunity

Market Size
$2.4B — Engineering analytics and intelligence growing at 22.5% CAGR
Monthly Searches
2,800/mo
MRR Potential
$10K–$40K
Why Now?

Engineering is the largest company expense. Boards demand engineering metrics. Remote work makes visibility harder. AI-generated code changes productivity baselines. Developer experience determines retention.

Revenue Model

Free: 1 team, basic stats. Pro: $9/developer/mo (full analytics). Team: $15/developer/mo (executive reports + benchmarks). Enterprise: $25/developer/mo (SSO + custom). Annual: 20% discount.

Competitive Landscape

LinearB

Dev analytics. $20+/dev/mo, comprehensive, well-funded

Swarmia

Engineering insights. $15+/dev/mo, team health focused, growing

Pluralsight Flow

Dev analytics. $38+/dev/mo, acquired by Pluralsight, enterprise

GitHub Insights + spreadsheets

Basic graphs, manual analysis, no bottleneck detection, no executive reports

Recommended Tech Stack

Next.jsNode.jsPostgreSQLGitHub/GitLab/Jira APIsChart.jsStripeRedis

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