REPOGEO REPORT · LITE

baturyilmaz/wordpecker-app

Default branch main · commit 478b8b2d · scanned 5/15/2026, 2:08:46 PM

GitHub: 2,095 stars · 199 forks

AI VISIBILITY SCORE

35 /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

3 / 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 baturyilmaz/wordpecker-app, 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

language-learning, vocabulary, education, ai, llm, duolingo-alternative, spaced-repetition, web-app, mobile-app

highreadme#2

Clarify project purpose and active development status in README intro

Why:

CURRENT

**Every word has a story.**

A personalized language-learning app that brings the magic of Duolingo-style lessons to your own curated vocabulary lists and contexts.

COPY-PASTE FIX

**WordPecker App: Your Personalized AI Language Learning Companion**

WordPecker is an actively developed, personalized language-learning app that combines Duolingo-style lessons with your own curated vocabulary lists. Seamlessly add words from books, articles, or videos, and revisit them through interactive quizzes and LLM-generated lessons. We are currently seeking mobile app testers!

mediumabout#3

Enhance repository description with AI/LLM keywords

Why:

CURRENT

A personalized language-learning tool that combines Duolingo-style lessons with your own curated vocabulary lists. Seamlessly add words from books, articles, or videos, and revisit them through interactive quizzes and LLM-generated lessons.

COPY-PASTE FIX

WordPecker is a personalized AI language-learning tool that combines Duolingo-style lessons with your own curated vocabulary lists. Seamlessly add words from books, articles, or videos, and revisit them through interactive quizzes and LLM-generated lessons.

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 baturyilmaz/wordpecker-app

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

facebook/react-native

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

facebook/react-native · recommended 1×
expo/expo · recommended 1×
flutter/flutter · recommended 1×
Firebase · recommended 1×
SwiftUI · recommended 1×

CATEGORY QUERY
How can I build a personalized language learning app using my own vocabulary lists?
you: not recommended
AI recommended (in order):
1. React Native (facebook/react-native)
2. Expo (expo/expo)
3. Flutter (flutter/flutter)
4. Firebase
5. SwiftUI
6. Kotlin Multiplatform Mobile
7. Django (django/django)
8. Flask (pallets/flask)
9. React (facebook/react)
10. Vue.js (vuejs/core)
11. Capacitor (ionic-team/capacitor)
12. Cordova (apache/cordova)
13. Anki (ankitects/anki)
AI recommended 13 alternatives but never named baturyilmaz/wordpecker-app. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help create interactive language lessons from custom vocabulary with AI-generated exercises?
you: not recommended
AI recommended (in order):
1. Quizlet Plus
2. Memrise
3. Anki
4. ChatGPT/GPT-4
5. Lingvist
6. Duolingo for Schools
AI recommended 6 alternatives but never named baturyilmaz/wordpecker-app. 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 baturyilmaz/wordpecker-app?
pass
AI named baturyilmaz/wordpecker-app explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts baturyilmaz/wordpecker-app in production, what risks or prerequisites should they evaluate first?
pass
AI named baturyilmaz/wordpecker-app 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 baturyilmaz/wordpecker-app solve, and who is the primary audience?
pass
AI named baturyilmaz/wordpecker-app explicitly
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 baturyilmaz/wordpecker-app. 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)

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HTML

<a href="https://repogeo.com/en/r/baturyilmaz/wordpecker-app"><img src="https://repogeo.com/badge/baturyilmaz/wordpecker-app.svg" alt="RepoGEO" /></a>

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Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite