elmohq/elmo - Open Source PR Review Scorecard

Open-source Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) platform. Track how ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, and Google AI Overviews mention and cite your brand in AI search. MIT-licensed, self-hostable, every metric auditable in code.

C-Rank Grade: A (Welcoming) - 68/100

External PR Merge Rate: 79%

Response Time: 4d

First Timer Success: 60%

Frequently Asked Questions

Is elmohq/elmo welcoming to first-time open-source contributors?

elmohq/elmo has a recorded first-timer success rate of 60.0%. Repositories ranked A typically provide actionable feedback during code reviews and actively nurture new community contributors.

How fast can I expect code review feedback on my pull request?

Maintainers in elmohq/elmo respond to incoming external pull requests in approximately 92.9 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.

What does the 68.2 C-Rank™ score (A Tier) represent?

The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 68.2 places elmohq/elmo in the A tier.

What is the external contributor pull request merge rate for elmohq/elmo?

The external contributor pull request merge rate for elmohq/elmo is 79.2%, based on public PR activity from non-core contributors.

Are there Good First Issues available in elmohq/elmo?

elmohq/elmo currently has 4 active issue(s) tagged with beginner-friendly labels like "good first issue", "beginner", or "up-for-grabs".

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elmohq/elmo

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Active (30d)A•Welcoming(68/100)TypeScript

Open-source Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) platform. Track how ChatGPT, Claude, Perplexity, Gemini, Copilot, Grok, and Google AI Overviews mention and cite your brand in AI search. MIT-licensed, self-hostable, every metric auditable in code.

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AI Maintainer Review Guidelines

Review Persona

Empathetic Technical Mentor

Warmth Score
8.7/10
Patience Score
8.8/10
Nitpick Rate
20%

Highly welcoming maintainers in elmohq/elmo. Prompt code reviews with positive guidance for new contributors.

Top PR Submission Do's

  • •Ensure code complies with the project coding style
  • •Keep PRs scoped to a single concern
  • •Include context and link to the related issue

Top PR Friction Pitfalls (Don'ts)

  • •Do not submit PRs without linking an issue
  • •Do not break existing tests without fixing them
  • •Do not mix unrelated refactors in a single PR
Response Velocity
3 days+
Standard maintainer review cycle

Average Response Latency

Tracks hours until a maintainer leaves a review, comment, or PR response.

Merge Efficiency
79.2%
High acceptance rate for external PRs

External Acceptance Rate

Percentage of community pull requests successfully merged into main.

First-Timer Success
60.0%
Strong first-timer PR acceptance rate

First PR Conversion

Rate at which developers submitting their first repository PR succeed.

Active Maintainers
8 core
Highly collaborative maintainer core
Diagnostic Health HUD
79.2%
Merge Gauge
60.0%
1st-Timer
Community Vibe50/100

Embed C-Rank Badge

Show contributors that your repository actively reviews and merges external pull requests.

GetMerged C-Rank badge for elmohq/elmo
[![GetMerged C-Rank](https://getmerged.abhishekco.de/api/badge/elmohq/elmo)](https://getmerged.abhishekco.de/elmohq/elmo?utm_source=github&utm_medium=badge)

Active Good First Issues (5)

View on GitHub

use two date pickers as an option instead of just the preset lookbacks? will need to make sure it works with the url params too

📅 Opened Oct 1, 2026💬 0 comments
Quality: 60/100Contribute

This looks pretty cool: https://x.com/agektmr/status/2093179024042602881 Not the most useful thing ever but a good pattern to follow.

📅 Opened Aug 28, 2026💬 0 comments
Quality: 35/100Contribute

I always like to see this sort of thing when logging into a website: https://better-auth.com/docs/plugins/last-login-method

📅 Opened Aug 27, 2026💬 0 comments
Quality: 35/100Contribute

The README has no pointer to CONTRIBUTING.md, so the setup steps, CLA flow, and open issues aren't discoverable from the front page. Add a short ## Contributing section (before ## License) linking CONTRIBUTING.md, the developer guide, and the good first issue list.

📅 Opened Aug 26, 2026💬 2 comments
Quality: 35/100Contribute

GlossaryTerm.seeAlso in apps/www/src/data/glossary.ts renders on the term page, but 15 of 28 terms don't set it: llmo, answer-engine, brand-mention, prompt-volume, visibility-score, entity, retrieval-augmented-generation, grounding, hallucination, ai-crawler, zero-click-search, knowledge-graph, semantic-search, embedding, large-language-model Add one or two relevant deep links each, pointing at existing pages (usually a post under packages/docs/content/blog/). Fine to pick off a handful rather than all 15.

📅 Opened Aug 26, 2026💬 0 comments
Quality: 50/100Contribute
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Contributor Compatibility & Review Speed Analysis for elmohq/elmo

When evaluating whether to contribute to elmohq/elmo, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.

Currently, maintainers of elmohq/elmo acknowledge new external contributions in approximately 3 days+. Out of all submitted pull requests from non-core authors in the last 180-day window, 79.2% were successfully merged into the primary branch.

Frequently Asked Questions - Contributing to elmohq/elmo

01

Is elmohq/elmo welcoming to first-time open-source contributors?

elmohq/elmo has a recorded first-timer success rate of 60.0%. Repositories ranked Welcoming typically provide actionable feedback during code reviews and actively nurture new community contributors.

02

How fast can I expect code review feedback on my pull request?

The initial maintainer response time averages ~3 days+. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.

03

What does the 68.2 C-Rank™ score represent?

The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 68.2 places elmohq/elmo in the Welcoming tier.

04

What is the external contributor pull request merge rate for elmohq/elmo?

The external pull request merge rate is 79.2%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.

05

Are there beginner Good First Issues open in elmohq/elmo?

Yes, elmohq/elmo currently has 4 active issue(s) tagged with beginner-friendly labels. You can inspect these directly from the repository issues tab.

GetMerged C-Rank™ Indexing Standard

All metrics displayed for elmohq/elmo are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.