REPOGEO REPORT · LITE

freeCodeCamp/awesome-quincy-larson-emails

Default branch main · commit 09aaed16 · scanned 6/27/2026, 4:47:37 PM

GitHub: 1,184 stars · 160 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

22 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

1 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface freeCodeCamp/awesome-quincy-larson-emails, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

hightopics#1

Add relevant topics to the repository

Why:

COPY-PASTE FIX

web-development, programming-tutorials, system-design, ci-cd, newsletter-archive, freecodecamp, quincy-larson, learning-resources

highreadme#2

Reposition the README's opening sentence to highlight content value

Why:

CURRENT

This repository is an archive of Quincy Larson's weekly email newsletter.

COPY-PASTE FIX

This repository archives Quincy Larson's weekly email newsletter, offering a curated digest of web development and programming tutorials, including deep dives into topics like system architecture and CI/CD pipelines.

mediumhomepage#3
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://www.freecodecamp.org/
```

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface freeCodeCamp/awesome-quincy-larson-emails

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

JavaScript Weekly

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

JavaScript Weekly · recommended 1×
CSS-Tricks Newsletter · recommended 1×
Smashing Magazine Newsletter · recommended 1×
Dev.to Newsletter · recommended 1×
Frontend Focus · recommended 1×

CATEGORY QUERY
Where can I find a weekly digest of new web development and programming tutorials?
you: not recommended
AI recommended (in order):
1. JavaScript Weekly
2. CSS-Tricks Newsletter
3. Smashing Magazine Newsletter
4. Dev.to Newsletter
5. Frontend Focus
6. Web Tools Weekly
AI recommended 6 alternatives but never named freeCodeCamp/awesome-quincy-larson-emails. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for resources to learn about large-scale system architecture and CI/CD pipelines.
you: not recommended
AI recommended (in order):
1. Designing Data-Intensive Applications
2. System Design Interview – An Insider's Guide
3. Grokking the System Design Interview
4. Building Microservices
5. AWS Well-Architected Framework
6. Continuous Delivery
7. The DevOps Handbook
8. Jenkins
9. GitHub Actions
10. GitLab CI/CD
AI recommended 10 alternatives but never named freeCodeCamp/awesome-quincy-larson-emails. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of freeCodeCamp/awesome-quincy-larson-emails?
pass
AI did not name freeCodeCamp/awesome-quincy-larson-emails — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts freeCodeCamp/awesome-quincy-larson-emails in production, what risks or prerequisites should they evaluate first?
pass
AI named freeCodeCamp/awesome-quincy-larson-emails explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo freeCodeCamp/awesome-quincy-larson-emails solve, and who is the primary audience?
pass
AI did not name freeCodeCamp/awesome-quincy-larson-emails — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of freeCodeCamp/awesome-quincy-larson-emails. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/freeCodeCamp/awesome-quincy-larson-emails.svg)](https://repogeo.com/en/r/freeCodeCamp/awesome-quincy-larson-emails)

HTML

<a href="https://repogeo.com/en/r/freeCodeCamp/awesome-quincy-larson-emails"><img src="https://repogeo.com/badge/freeCodeCamp/awesome-quincy-larson-emails.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

freeCodeCamp/awesome-quincy-larson-emails — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite