RRepoGEO

REPOGEO REPORT · LITE

mshumer/sora-extend

Default branch main · commit aa08bcf8 · scanned 6/12/2026, 6:28:23 AM

GitHub: 594 stars · 106 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 mshumer/sora-extend, 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 topics to the repository

    Why:

    COPY-PASTE FIX
    ai-video-generation, sora, video-extension, generative-ai, openai
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Choose and add a standard SPDX-compliant license file (e.g., MIT, Apache-2.0, GPL-3.0) to the repository root.
  • highreadme#3
    Reposition the README's opening sentence to clarify the project's nature as an AI utility

    Why:

    CURRENT
    Seamlessly generate extended Sora 2 videos beyond OpenAI’s 12-second limit.
    COPY-PASTE FIX
    Sora Extend is an AI utility designed to seamlessly generate extended Sora 2 videos beyond OpenAI’s 12-second limit.

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 mshumer/sora-extend
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DaVinci Resolve
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DaVinci Resolve · recommended 2×
  2. Adobe Premiere Pro · recommended 2×
  3. Final Cut Pro · recommended 2×
  4. RunwayML · recommended 1×
  5. Pika Labs · recommended 1×
  • CATEGORY QUERY
    How can I generate continuous AI videos that exceed typical 12-second generation limits?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Pika Labs
    3. DaVinci Resolve
    4. Adobe Premiere Pro
    5. Stable Video Diffusion
    6. Deforum
    7. ComfyUI
    8. Kinetix
    9. Midjourney
    10. Stable Diffusion
    11. HeyGen
    12. Moonvalley
    13. Final Cut Pro

    AI recommended 13 alternatives but never named mshumer/sora-extend. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help combine multiple short AI video clips into a seamless, longer sequence?
    you: not recommended
    AI recommended (in order):
    1. Adobe Premiere Pro
    2. DaVinci Resolve
    3. Final Cut Pro
    4. CapCut
    5. Shotcut

    AI recommended 5 alternatives but never named mshumer/sora-extend. 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 mshumer/sora-extend?
    pass
    AI named mshumer/sora-extend explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts mshumer/sora-extend in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mshumer/sora-extend 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 mshumer/sora-extend solve, and who is the primary audience?
    pass
    AI did not name mshumer/sora-extend — 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?

Embed your GEO score

Drop this badge into the README of mshumer/sora-extend. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/mshumer/sora-extend.svg)](https://repogeo.com/en/r/mshumer/sora-extend)
HTML
<a href="https://repogeo.com/en/r/mshumer/sora-extend"><img src="https://repogeo.com/badge/mshumer/sora-extend.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

mshumer/sora-extend — 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