REPOGEO REPORT · LITE

ZeroLu/awesome-gpt-image

Default branch main · commit ee9c3f83 · scanned 6/21/2026, 1:23:01 AM

GitHub: 1,731 stars · 143 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

33 /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

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 ZeroLu/awesome-gpt-image, 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 the README's opening sentence to emphasize 'prompt library'

Why:

CURRENT

A curated collection of the best GPT Image 2 prompts and examples. Your go-to resource for mastering prompt engineering and exploring the creative potential of OpenAI's GPT Image 2 model.

COPY-PASTE FIX

This is the ultimate curated library of high-quality GPT Image 2 prompts and examples, sourced from top creators on X. Your go-to resource for mastering prompt engineering and exploring the creative potential of OpenAI's GPT Image 2 model.

mediumtopics#2

Expand topics to include more specific prompt library keywords

Why:

CURRENT

gpt-image, gpt-image-2, image-generator, prompt-engineering

COPY-PASTE FIX

gpt-image, gpt-image-2, image-generator, prompt-engineering, ai-prompts, prompt-library, text-to-image-prompts, dalle-3-prompts

lowreadme#3

Integrate the web version link into a descriptive sentence

Why:

CURRENT

## Click here to view the web version of this prompt library

COPY-PASTE FIX

Access the full, interactive web version of this GPT Image 2 prompt library, featuring advanced search and filtering, directly on our website: [https://cyberbara.com/gpt-image-prompt-library?utm_source=gpt-image-banner]

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 ZeroLu/awesome-gpt-image

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Lexica.art

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Lexica.art · recommended 2×
DALL-E 3 · recommended 2×
PromptBase · recommended 1×
Civitai · recommended 1×
Krea.ai · recommended 1×

CATEGORY QUERY
Where can I find curated high-quality prompts for advanced text-to-image AI models?
you: not recommended
AI recommended (in order):
1. Lexica.art
2. PromptBase
3. Civitai
4. Krea.ai
5. Reddit
6. ArtStation
7. Midjourney Showcase
8. DALL-E 3
AI recommended 8 alternatives but never named ZeroLu/awesome-gpt-image. This is the gap to close.
Show full AI answer
CATEGORY QUERY
How can I improve my prompt engineering skills for photorealistic AI image generation?
you: not recommended
AI recommended (in order):
1. Midjourney
2. Stable Diffusion
3. Automatic1111
4. ComfyUI
5. Civitai.com
6. DALL-E 3
7. ChatGPT Plus
8. Microsoft Copilot
9. Lexica.art
10. PromptHero
11. Leonardo.Ai
AI recommended 11 alternatives but never named ZeroLu/awesome-gpt-image. 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 ZeroLu/awesome-gpt-image?
pass
AI did not name ZeroLu/awesome-gpt-image — 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 ZeroLu/awesome-gpt-image in production, what risks or prerequisites should they evaluate first?
pass
AI named ZeroLu/awesome-gpt-image 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 ZeroLu/awesome-gpt-image solve, and who is the primary audience?
pass
AI named ZeroLu/awesome-gpt-image explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/ZeroLu/awesome-gpt-image.svg)](https://repogeo.com/en/r/ZeroLu/awesome-gpt-image)

HTML

<a href="https://repogeo.com/en/r/ZeroLu/awesome-gpt-image"><img src="https://repogeo.com/badge/ZeroLu/awesome-gpt-image.svg" alt="RepoGEO" /></a>

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ZeroLu/awesome-gpt-image — 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