REPOGEO REPORT · LITE

cdhigh/KindleEar

Default branch master · commit c3d9c7aa · scanned 5/23/2026, 2:27:03 PM

GitHub: 2,840 stars · 623 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

28 /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

2 / 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 cdhigh/KindleEar, 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

kindle, rss-reader, web-scraper, e-ink, calibre, self-hosted, ai-summarization, translation, news-aggregator, content-delivery

highreadme#2

Add a concise, value-driven introduction to the README

Why:

CURRENT

__English__ · [简体中文](readme_zh.md)

Project documentation**

Demo site

COPY-PASTE FIX

__English__ · [简体中文](readme_zh.md)

KindleEar is a self-hosted web application that aggregates RSS feeds and web content (using Calibre recipes), enhances it with AI summarization and translation, and delivers it to your Kindle or via an e-ink optimized online reader.

Project documentation**

Demo site

mediumabout#3

Enhance the 'About' description for clarity and keywords

Why:

CURRENT

Aggregates RSS and web content(Calibre recipe), sends to Kindle, and includes an e-ink optimized online reader.

COPY-PASTE FIX

Self-hosted web application to aggregate RSS and web content (via Calibre recipes), summarize with AI, and deliver to Kindle, featuring an e-ink optimized online reader and translation.

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 cdhigh/KindleEar

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Calibre

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Calibre · recommended 2×
Wallabag · recommended 1×
KFX Output plugin for Calibre · recommended 1×
FreshRSS · recommended 1×
Tiny Tiny RSS · recommended 1×

CATEGORY QUERY
What self-hosted tools can aggregate web content, summarize it, and send to Kindle?
you: not recommended
AI recommended (in order):
1. Wallabag
2. Calibre
3. KFX Output plugin for Calibre
4. FreshRSS
5. Tiny Tiny RSS
6. FiveFilters.org's Push to Kindle
7. BART
8. T5
9. Hugging Face Transformers
10. OpenAI's GPT-3.5/4
11. Hugging Face Inference API
12. Shaarli
13. Readwise Reader
14. feedparser
15. BeautifulSoup
16. newspaper3k
17. sumy
18. kindle-send
19. sendgrid
20. smtplib
AI recommended 20 alternatives but never named cdhigh/KindleEar. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an open-source solution to read aggregated news on e-ink devices with translation.
you: not recommended
AI recommended (in order):
1. Inoreader
2. Pocket
3. Instapaper
4. KOReader (koreader/koreader)
5. FreshRSS (FreshRSS/FreshRSS)
6. Wallabag (wallabag/wallabag)
7. Nextcloud News (nextcloud/news)
8. Nextcloud (nextcloud/server)
9. Calibre
10. Newsboat (newsboat/newsboat)
AI recommended 10 alternatives but never named cdhigh/KindleEar. 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 cdhigh/KindleEar?
pass
AI did not name cdhigh/KindleEar — 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 cdhigh/KindleEar in production, what risks or prerequisites should they evaluate first?
pass
AI named cdhigh/KindleEar 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 cdhigh/KindleEar solve, and who is the primary audience?
pass
AI named cdhigh/KindleEar 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 cdhigh/KindleEar. 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/cdhigh/KindleEar.svg)](https://repogeo.com/en/r/cdhigh/KindleEar)

HTML

<a href="https://repogeo.com/en/r/cdhigh/KindleEar"><img src="https://repogeo.com/badge/cdhigh/KindleEar.svg" alt="RepoGEO" /></a>

Pro

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cdhigh/KindleEar — 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