REPOGEO REPORT · LITE

NarratorAI-Studio/narrator-ai-cli-skill

Default branch main · commit 85af77dd · scanned 6/12/2026, 3:47:48 AM

GitHub: 1,279 stars · 174 forks

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 NarratorAI-Studio/narrator-ai-cli-skill, 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

Add a clarifying sentence to the README's opening paragraph

Why:

CURRENT

> Install this Skill in your AI agent (OpenClaw, Windsurf, WorkBuddy, etc.), then just say "create a movie narration video" — the AI handles the rest.

COPY-PASTE FIX

> Install this Skill in your AI agent (OpenClaw, Windsurf, WorkBuddy, etc.), then just say "create a movie narration video" — the AI handles the rest. **Unlike direct text-to-speech or video editing applications, this repository provides the *orchestration layer* for AI agents to automate complex video narration workflows.**

highhomepage#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
https://[YOUR_NARRATOR_AI_HOMEPAGE_URL_HERE]
```

mediumtopics#3

Add broader AI automation and orchestration topics

Why:

CURRENT

["agent-skills", "ai-agent", "ai-video", "claude-code", "claude-code-skill", "content-creation", "cursor", "film-commentary", "narrator-ai", "openclaw", "openclaw-skill", "short-drama", "skill-md", "video-narration", "windsurf"]

COPY-PASTE FIX

["agent-skills", "ai-agent", "ai-video", "claude-code", "claude-code-skill", "content-creation", "cursor", "film-commentary", "narrator-ai", "openclaw", "openclaw-skill", "short-drama", "skill-md", "video-narration", "windsurf", "ai-workflow", "automation", "agent-orchestration", "llm-tools"]

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 NarratorAI-Studio/narrator-ai-cli-skill

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

ElevenLabs

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

ElevenLabs · recommended 2×
Descript · recommended 2×
Murf.ai · recommended 1×
Google Cloud Text-to-Speech (WaveNet) · recommended 1×
Amazon Polly · recommended 1×

CATEGORY QUERY
How can I automate video narration generation using an AI agent?
you: not recommended
AI recommended (in order):
1. ElevenLabs
2. Descript
3. Murf.ai
4. Google Cloud Text-to-Speech (WaveNet)
5. Amazon Polly
6. Synthesys AI Studio
7. Play.ht
AI recommended 7 alternatives but never named NarratorAI-Studio/narrator-ai-cli-skill. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help AI agents create film commentary or short drama videos?
you: not recommended
AI recommended (in order):
1. ChatGPT
2. GPT-4
3. Claude 3 Opus
4. ElevenLabs
5. Descript
6. RunwayML
7. Midjourney
8. DALL-E 3
9. CapCut
10. Adobe Premiere Pro
AI recommended 10 alternatives but never named NarratorAI-Studio/narrator-ai-cli-skill. 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 NarratorAI-Studio/narrator-ai-cli-skill?
pass
AI did not name NarratorAI-Studio/narrator-ai-cli-skill — 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 NarratorAI-Studio/narrator-ai-cli-skill in production, what risks or prerequisites should they evaluate first?
pass
AI named NarratorAI-Studio/narrator-ai-cli-skill 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 NarratorAI-Studio/narrator-ai-cli-skill solve, and who is the primary audience?
pass
AI named NarratorAI-Studio/narrator-ai-cli-skill 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 NarratorAI-Studio/narrator-ai-cli-skill. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

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