REPOGEO REPORT · LITE

lihuithe/podlm-public

Default branch main · commit 9aa74ad0 · scanned 6/1/2026, 3:28:07 AM

GitHub: 606 stars · 72 forks

AI VISIBILITY SCORE

23 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 0 warn · 1 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 lihuithe/podlm-public, 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

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

OVERALL DIRECTION

highreadme#1

Reposition the README's opening to clearly state the project's purpose

Why:

CURRENT

# 项目名称

URL-to-播客-to-小宇宙

中文版NotebookLM 最好用的平替

COPY-PASTE FIX

# URL-to-播客-to-小宇宙: 将任意URL内容转换为播客并发布到小宇宙平台

highabout#2
Add a concise, accurate description to the repository's 'About' section
Why:
COPY-PASTE FIX
```
将任意网页URL内容（文章、视频等）转换为播客音频，并支持一键发布到小宇宙平台。
```

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 lihuithe/podlm-public

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Speechify

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Speechify · recommended 2×
Pocket · recommended 1×
NaturalReader · recommended 1×
Instapaper · recommended 1×
Listenbox · recommended 1×

CATEGORY QUERY
How can I convert web articles into audio podcasts for listening on the go?
you: not recommended
AI recommended (in order):
1. Pocket
2. Speechify
3. NaturalReader
4. Instapaper
5. Listenbox
6. Read Aloud (Chrome Extension)
7. Voice Dream Reader
AI recommended 7 alternatives but never named lihuithe/podlm-public. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a tool to automatically generate and publish podcasts from online content using AI.
you: not recommended
AI recommended (in order):
1. Podcastle AI
2. Descript
3. Synthesys AI Studio
4. Play.ht
5. Murf.ai
6. Speechify
AI recommended 6 alternatives but never named lihuithe/podlm-public. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
fail
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 lihuithe/podlm-public?
pass
AI did not name lihuithe/podlm-public — 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 lihuithe/podlm-public in production, what risks or prerequisites should they evaluate first?
pass
AI named lihuithe/podlm-public 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 lihuithe/podlm-public solve, and who is the primary audience?
pass
AI named lihuithe/podlm-public explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/lihuithe/podlm-public.svg)](https://repogeo.com/en/r/lihuithe/podlm-public)

HTML

<a href="https://repogeo.com/en/r/lihuithe/podlm-public"><img src="https://repogeo.com/badge/lihuithe/podlm-public.svg" alt="RepoGEO" /></a>

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