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Market/Categories/Data & Analytics/Gitlights

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Gitlightsgitlights.com

Gitlights is an AI-powered Git analytics tool providing insights into commits, pull requests, and developer skills using NLP algorithms. It helps teams optimize development processes and performance.

Data & Analyticsgitlights.comTracked since 2026-08-211 discovery source
361Backlinks
55Referring domains
17Domain authority
-2.0%Referring domains · 90 days

Authority & distribution

How strong is Gitlights’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

361Current snapshot

Referring domains

55Current snapshot

Authority

17Domain authority · category median 22

90-day move

-2.0%Referring domains, last 90 days
At 17, Gitlights sits below the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

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Traffic & engagement

Where Gitlights ranks

Measured · Pro

Measured for this product: global rank and country rank.

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AI referral visibility

Which AI assistants are already sending Gitlights traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Gitlights is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Gitlights”

Gitlights is an AI-powered Git analytics tool providing insights into commits, pull requests, and developer skills using NLP algorithms. It helps teams optimize development processes and performance.

Data & AnalyticsSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://gitlights.com

Observed across 1 discovery source.

Research questions

What the evidence answers about Gitlights.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What does Gitlights do and what problem does it solve?

Gitlights is an AI-powered Git analytics tool that uses NLP algorithms to provide insights into commits, pull requests, and developer skills. It helps teams optimize development processes and performance by measuring real developer contribution beyond just lines of code.

What features or insights does Gitlights offer?

Gitlights offers AI-powered analytics to measure real developer contribution. Its meta description states it helps users go beyond lines of code to understand each individual contributor's true impact on the engineering team.

Who is Gitlights for?

Gitlights is designed for engineering teams and managers who want to understand individual contributor impact and team performance. The product is categorized under Data & Analytics for developer tools.

What is Gitlights?

Gitlights is an AI-powered Git analytics tool providing insights into commits, pull requests, and developer skills using NLP algorithms. It is categorized under Data & Analytics for developer tools.

4 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full Gitlights intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured