RRepoGEO

REPOGEO REPORT · LITE

Agents365-ai/video-podcast-maker

Default branch main · commit 0dbbd299 · scanned 6/28/2026, 4:16:49 AM

GitHub: 1,382 stars · 144 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)

3 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 Agents365-ai/video-podcast-maker, 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
  • highreadme#1
    Reposition the README's opening paragraph to clarify unique value

    Why:

    CURRENT
    Automated pipeline to create professional video podcasts from a topic. **Supports Bilibili, YouTube, Xiaohongshu, Douyin, and WeChat Channels** with multi-language output (zh-CN, en-US). Combines research, script generation, multi-engine TTS (Edge/Azure/Doubao/CosyVoice), Remotion video rendering, and FFmpeg audio mixing.
    COPY-PASTE FIX
    An **open-source, agent-driven pipeline** for automated 4K video podcast creation. This project empowers content creators to generate professional, multi-platform video podcasts from a simple topic description, leveraging **coding agents** for research, scriptwriting, and multi-engine TTS. Unlike SaaS alternatives, `Video Podcast Maker` is **self-hosted** and integrates with agents like Claude Code and OpenClaw, allowing you to control the entire process without needing to write code yourself.
  • mediumtopics#2
    Add more descriptive and common topics

    Why:

    CURRENT
    agent-skill, idea-to-video, video-generation
    COPY-PASTE FIX
    ai-video-generator, podcast-creation, content-automation, agent-driven, open-source, video-generation, idea-to-video
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/Agents365-ai/video-podcast-maker

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 Agents365-ai/video-podcast-maker
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Descript
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Descript · recommended 2×
  2. Opus Clip · recommended 1×
  3. Pictory · recommended 1×
  4. Headliner · recommended 1×
  5. Riverside.fm · recommended 1×
  • CATEGORY QUERY
    How to automatically generate video podcasts for multiple social media platforms?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. Descript
    3. Pictory
    4. Headliner
    5. Riverside.fm
    6. CapCut

    AI recommended 6 alternatives but never named Agents365-ai/video-podcast-maker. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI-driven tool to automate video creation from a given topic.
    you: not recommended
    AI recommended (in order):
    1. Synthesys X
    2. Pictory AI
    3. HeyGen
    4. InVideo AI
    5. Descript
    6. DeepMotion

    AI recommended 6 alternatives but never named Agents365-ai/video-podcast-maker. 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 Agents365-ai/video-podcast-maker?
    pass
    AI did not name Agents365-ai/video-podcast-maker — 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 Agents365-ai/video-podcast-maker in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Agents365-ai/video-podcast-maker 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 Agents365-ai/video-podcast-maker solve, and who is the primary audience?
    pass
    AI did not name Agents365-ai/video-podcast-maker — 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?

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Agents365-ai/video-podcast-maker — 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