RRepoGEO

REPOGEO REPORT · LITE

openai/dalle-2-preview

Default branch main · commit eeec5a18 · scanned 5/29/2026, 9:53:52 PM

GitHub: 1,043 stars · 125 forks

AI VISIBILITY SCORE
20 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
0 pass · 0 warn · 2 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 openai/dalle-2-preview, 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
    Create a README file to clarify the repository's purpose

    Why:

    COPY-PASTE FIX
    # DALL-E 2 Preview

This repository serves as an official public demonstration and explanation of DALL-E 2's image generation capabilities and limitations. It provides curated examples of images generated by the DALL-E 2 model, showcasing its potential and current boundaries.

**Please note:** This repository is a collection of sample images and information about DALL-E 2; it is not a text-to-image model or generation tool itself. It is primarily intended for researchers, developers, and the general public interested in understanding generative AI and DALL-E 2's output.
  • highabout#2
    Add a concise description to the repository's About section

    Why:

    COPY-PASTE FIX
    Official public demonstration and curated examples of DALL-E 2's image generation capabilities and limitations. This is not a text-to-image generation tool.
  • highlicense#3
    Add a LICENSE file to specify the repository's terms of use

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, choosing a suitable open-source license (e.g., MIT, Apache-2.0, or GPL-3.0) that aligns with OpenAI's intent for this preview content.

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 openai/dalle-2-preview
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. DALL-E 3 · recommended 2×
  3. Stable Diffusion · recommended 2×
  4. DreamStudio · recommended 2×
  5. Leonardo.Ai · recommended 2×
  • CATEGORY QUERY
    What are good tools for generating images from text descriptions using AI?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. Stable Diffusion
    4. Automatic1111
    5. ComfyUI
    6. DreamStudio
    7. Leonardo.Ai
    8. Adobe Firefly
    9. Ideogram
    10. Bing Image Creator

    AI recommended 10 alternatives but never named openai/dalle-2-preview. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which AI platforms allow users to synthesize realistic images from natural language prompts?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. Stable Diffusion
    4. DreamStudio
    5. Adobe Firefly
    6. Leonardo.Ai
    7. Playground AI

    AI recommended 7 alternatives but never named openai/dalle-2-preview. 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
    fail

    Suggestion:

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 openai/dalle-2-preview?
    pass
    AI named openai/dalle-2-preview explicitly

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

  • If a team adopts openai/dalle-2-preview in production, what risks or prerequisites should they evaluate first?
    pass
    AI named openai/dalle-2-preview 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 openai/dalle-2-preview solve, and who is the primary audience?
    pass
    AI named openai/dalle-2-preview explicitly

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

Embed your GEO score

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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