RRepoGEO

REPOGEO REPORT · LITE

google-gemini/gemini-image-editing-nextjs-quickstart

Default branch main · commit 2d149c14 · scanned 6/7/2026, 12:33:09 AM

GitHub: 538 stars · 109 forks

AI VISIBILITY SCORE
27 /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
1 / 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 google-gemini/gemini-image-editing-nextjs-quickstart, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Expand topics to include key technologies and functionalities

    Why:

    CURRENT
    gemini, gemini-api
    COPY-PASTE FIX
    gemini, gemini-api, nextjs, image-generation, image-editing, web-app, quickstart
  • mediumabout#2
    Refine 'About' description to highlight official quickstart status and rapid integration

    Why:

    CURRENT
    Get started with native image generation and editing using Gemini 2.0 and Next.js
    COPY-PASTE FIX
    Official Google Gemini 2.0 Flash Next.js quickstart for rapid integration of AI image generation and natural language editing into web applications.

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 google-gemini/gemini-image-editing-nextjs-quickstart
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. Stability AI API · recommended 1×
  3. Hugging Face Inference API · recommended 1×
  4. Replicate · recommended 1×
  5. Google Cloud Vertex AI · recommended 1×
  • CATEGORY QUERY
    How to integrate AI image generation and natural language editing into a Next.js application?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Stability AI API
    3. Hugging Face Inference API
    4. Replicate
    5. Google Cloud Vertex AI

    AI recommended 5 alternatives but never named google-gemini/gemini-image-editing-nextjs-quickstart. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which tools enable conversational AI image editing with iterative refinements for web apps?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Stability AI
    3. DALL-E 3
    4. Midjourney
    5. Krea AI
    6. Leonardo.Ai

    AI recommended 6 alternatives but never named google-gemini/gemini-image-editing-nextjs-quickstart. 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 google-gemini/gemini-image-editing-nextjs-quickstart?
    pass
    AI did not name google-gemini/gemini-image-editing-nextjs-quickstart — 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 google-gemini/gemini-image-editing-nextjs-quickstart in production, what risks or prerequisites should they evaluate first?
    pass
    AI named google-gemini/gemini-image-editing-nextjs-quickstart 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 google-gemini/gemini-image-editing-nextjs-quickstart solve, and who is the primary audience?
    pass
    AI did not name google-gemini/gemini-image-editing-nextjs-quickstart — 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 google-gemini/gemini-image-editing-nextjs-quickstart. 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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google-gemini/gemini-image-editing-nextjs-quickstart — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite