REPOGEO REPORT · LITE

hotshotco/Hotshot-XL

Default branch main · commit cc01f7f8 · scanned 6/30/2026, 9:13:09 PM

GitHub: 1,113 stars · 93 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)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

40 /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

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 hotshotco/Hotshot-XL, 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 README's opening sentence to emphasize developer focus

Why:

CURRENT

Hotshot-XL is an AI text-to-GIF model trained to work alongside Stable Diffusion XL.

COPY-PASTE FIX

Hotshot-XL is an open-source AI text-to-GIF model for developers, designed to work seamlessly with Stable Diffusion XL.

mediumtopics#2

Add more specific topics to improve categorization

Why:

CURRENT

ai, hotshot, hotshot-xl, sdxl, text-to-gif, text-to-video, text-to-video-generation

COPY-PASTE FIX

ai, hotshot, hotshot-xl, sdxl, text-to-gif, text-to-video, text-to-video-generation, machine-learning, generative-ai, open-source

lowabout#3

Refine the 'About' description for clarity and audience

Why:

CURRENT

✨ Hotshot-XL: State-of-the-art AI text-to-GIF model trained to work alongside Stable Diffusion XL

COPY-PASTE FIX

✨ Hotshot-XL: An open-source, state-of-the-art AI text-to-GIF model for developers, designed to work seamlessly with Stable Diffusion XL.

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 hotshotco/Hotshot-XL

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

EZGIF.com

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

EZGIF.com · recommended 2×
Adobe Premiere Pro · recommended 2×
DaVinci Resolve · recommended 2×
Pika Labs · recommended 2×
Stable Diffusion · recommended 2×

CATEGORY QUERY
How can I generate animated GIFs from text prompts using an AI model?
you: not recommended
AI recommended (in order):
1. RunwayML Gen-2
2. EZGIF.com
3. CloudConvert
4. Adobe Premiere Pro
5. DaVinci Resolve
6. Pika Labs
7. Stable Diffusion
8. Automatic1111 web UI (AUTOMATIC1111/stable-diffusion-webui)
9. ComfyUI (comfyanonymous/ComfyUI)
10. DreamStudio
11. Leonardo.AI
12. EZGIF.com's GIF Maker
13. Adobe Photoshop
14. Midjourney
15. Google's Lumiere
AI recommended 15 alternatives but never named hotshotco/Hotshot-XL. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What AI tools allow creating animated GIFs from text with custom trained models?
you: not recommended
AI recommended (in order):
1. RunwayML
2. EZGIF.com
3. Giphy's GIF Maker
4. Adobe Express
5. Adobe Premiere Pro
6. DaVinci Resolve
7. Stable Diffusion
8. Dreambooth
9. LoRA
10. Deforum
11. AnimateDiff
12. ControlNet
13. Automatic1111's web UI
14. FFmpeg
15. Midjourney
16. DALL-E 3
17. ChatGPT Plus
18. Adobe After Effects
19. Pika Labs
20. Krea AI
AI recommended 20 alternatives but never named hotshotco/Hotshot-XL. 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 hotshotco/Hotshot-XL?
pass
AI named hotshotco/Hotshot-XL explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts hotshotco/Hotshot-XL in production, what risks or prerequisites should they evaluate first?
pass
AI named hotshotco/Hotshot-XL 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 hotshotco/Hotshot-XL solve, and who is the primary audience?
pass
AI named hotshotco/Hotshot-XL 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 hotshotco/Hotshot-XL. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/hotshotco/Hotshot-XL.svg)](https://repogeo.com/en/r/hotshotco/Hotshot-XL)

HTML

<a href="https://repogeo.com/en/r/hotshotco/Hotshot-XL"><img src="https://repogeo.com/badge/hotshotco/Hotshot-XL.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

hotshotco/Hotshot-XL — 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