RRepoGEO

REPOGEO REPORT · LITE

iptag/jimeng-api

Default branch main · commit b9a4199e · scanned 6/29/2026, 10:51:46 PM

GitHub: 1,018 stars · 299 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)

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

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 iptag/jimeng-api, 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 H1 and opening to clearly state purpose

    Why:

    CURRENT
    # Jimeng API

🎨 **Free AI Image and Video Generation API ServiceBased on reverse engineering of Jimeng AI (China site) and Dreamina (international site).
    COPY-PASTE FIX
    # Jimeng API: Unofficial AI Image & Video Generation API for Jimeng/Dreamina

This project provides a free, unofficial API service for AI image and video generation, reverse-engineered from Jimeng AI (China site) and Dreamina (international site).
  • highhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://t.me/jimeng_api
  • mediumreadme#3
    Add a 'Why Choose Jimeng API?' section to the README

    Why:

    COPY-PASTE FIX
    ## 🚀 Why Choose Jimeng API?

While many AI image generation services exist, Jimeng API offers a unique advantage as a free, unofficial API for Jimeng AI and Dreamina. Our reverse-engineered approach focuses on significantly improved stability and provides comprehensive features including AI image and video generation, image-to-image synthesis, and international site support, all within a robust, Docker-ready package.

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 iptag/jimeng-api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Replicate
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Replicate · recommended 2×
  2. Hugging Face Inference API · recommended 1×
  3. Stability AI · recommended 1×
  4. DeepAI API · recommended 1×
  5. Google Colaboratory (Colab) · recommended 1×
  • CATEGORY QUERY
    How can I access a free API for AI image generation, including text-to-image?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Inference API
    2. Stability AI
    3. DeepAI API
    4. Replicate
    5. Google Colaboratory (Colab)
    6. Lexica Aperture

    AI recommended 6 alternatives but never named iptag/jimeng-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an unofficial API to programmatically generate AI images and videos from text prompts.
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Hugging Face's Inference API
    3. Replicate
    4. Midjourney
    5. DALL-E 3
    6. RunwayML
    7. Pika Labs

    AI recommended 7 alternatives but never named iptag/jimeng-api. 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 iptag/jimeng-api?
    pass
    AI named iptag/jimeng-api explicitly

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

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

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

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iptag/jimeng-api — 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