RRepoGEO

REPOGEO REPORT · LITE

rhymes-ai/Allegro

Default branch main · commit f395a54b · scanned 5/15/2026, 4:17:56 AM

GitHub: 1,131 stars · 69 forks

AI VISIBILITY SCORE
35 /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
3 / 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 rhymes-ai/Allegro, 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 prominent, explicit statement about text-to-video at the very top of the README

    Why:

    CURRENT
    The current README excerpt starts with center-aligned links, then "Allegro is a powerful text-to-video model...".
    COPY-PASTE FIX
    **Allegro is a state-of-the-art text-to-video (T2V) model for generating high-quality video clips from text prompts.**
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    text-to-video, video-generation, generative-ai, deep-learning, computer-vision, ai-model, pytorch, diffusion-models
  • mediumreadme#3
    Structure and highlight key features, especially TI2V, in the README

    Why:

    CURRENT
    Allegro-TI2V, a variant of Allegro, extends this functionality by generating similar high-quality videos using text inputs along with first-frame and optionally last-frame image inputs.
    COPY-PASTE FIX
    ## Key Features

*   **Text-to-Video Generation:** Allegro generates high-quality videos up to 6 seconds at 15 FPS and 720p resolution directly from simple text input.
*   **Text-to-Image-to-Video (TI2V):** The Allegro-TI2V variant extends functionality by generating high-quality videos using text inputs along with **first-frame and optionally last-frame image inputs**.

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 rhymes-ai/Allegro
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
RunwayML Gen-2
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. RunwayML Gen-2 · recommended 2×
  2. Pika Labs · recommended 2×
  3. HeyGen · recommended 2×
  4. Stability AI's Stable Video Diffusion (SVD) · recommended 1×
  5. Google's Lumiere · recommended 1×
  • CATEGORY QUERY
    How to generate high-quality, short video clips directly from text prompts?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2
    2. Pika Labs
    3. Stability AI's Stable Video Diffusion (SVD)
    4. Google's Lumiere
    5. Meta's Make-A-Video
    6. Synthesia
    7. HeyGen

    AI recommended 7 alternatives but never named rhymes-ai/Allegro. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools can create videos from text with initial or final image frames?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2
    2. Pika Labs
    3. Stable Video Diffusion
    4. HeyGen
    5. Synthesys Studio
    6. DeepMotion

    AI recommended 6 alternatives but never named rhymes-ai/Allegro. 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 rhymes-ai/Allegro?
    pass
    AI named rhymes-ai/Allegro explicitly

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

  • If a team adopts rhymes-ai/Allegro in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rhymes-ai/Allegro 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 rhymes-ai/Allegro solve, and who is the primary audience?
    pass
    AI named rhymes-ai/Allegro 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 rhymes-ai/Allegro. 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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rhymes-ai/Allegro — 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