RRepoGEO

REPOGEO REPORT · LITE

SamurAIGPT/Text-To-Video-AI

Default branch main · commit 23df9297 · scanned 6/7/2026, 12:27:42 AM

GitHub: 743 stars · 283 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 SamurAIGPT/Text-To-Video-AI, 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
    Explicitly state the repo's identity as a generation tool in the README

    Why:

    CURRENT
    # Text To Video AI

Generate engaging videos from text prompts using AI. Perfect for creating YouTube Shorts, Instagram Reels, TikTok videos, and more.
    COPY-PASTE FIX
    # Text To Video AI

This repository provides a complete, AI-powered solution to generate engaging videos directly from text prompts. It's the open-source engine behind our premium API, perfect for creating YouTube Shorts, Instagram Reels, TikTok videos, and more.
  • highreadme#2
    Add a 'Why Choose This?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Choose This?

Unlike commercial SaaS platforms, SamurAIGPT/Text-To-Video-AI offers a fully open-source, self-hostable solution for AI video generation, giving you complete control and flexibility. It's also available as a production-ready Premium API for instant use without setup.
  • mediumtopics#3
    Add 'api' and 'programmatic-video-generation' to topics

    Why:

    CURRENT
    ai-video-generator, artificial-intelligence, image-to-video, image-to-video-generation, sora-video-ai, stable-diffusion, text-to-image, text-to-video, text-to-video-generation, video-diffusion, video-diffusion-model, video-editing, video-generation
    COPY-PASTE FIX
    ai-video-generator, artificial-intelligence, image-to-video, image-to-video-generation, sora-video-ai, stable-diffusion, text-to-image, text-to-video, text-to-video-generation, video-diffusion, video-diffusion-model, video-editing, video-generation, api, programmatic-video-generation

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 SamurAIGPT/Text-To-Video-AI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
HeyGen
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. HeyGen · recommended 2×
  2. Descript · recommended 2×
  3. InVideo · recommended 1×
  4. Pictory · recommended 1×
  5. Synthesys AI Studio · recommended 1×
  • CATEGORY QUERY
    What tools can help me automate video creation from text descriptions for social media?
    you: not recommended
    AI recommended (in order):
    1. InVideo
    2. Pictory
    3. Synthesys AI Studio
    4. HeyGen
    5. Descript
    6. Lumen5
    7. FlexClip

    AI recommended 7 alternatives but never named SamurAIGPT/Text-To-Video-AI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI service to programmatically generate short videos with custom captions and voiceovers.
    you: not recommended
    AI recommended (in order):
    1. Synthesia
    2. HeyGen
    3. DeepMotion
    4. Descript
    5. RunwayML
    6. Pictory AI

    AI recommended 6 alternatives but never named SamurAIGPT/Text-To-Video-AI. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 SamurAIGPT/Text-To-Video-AI?
    pass
    AI did not name SamurAIGPT/Text-To-Video-AI — 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 SamurAIGPT/Text-To-Video-AI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SamurAIGPT/Text-To-Video-AI 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 SamurAIGPT/Text-To-Video-AI solve, and who is the primary audience?
    pass
    AI did not name SamurAIGPT/Text-To-Video-AI — 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite