RRepoGEO

REPOGEO REPORT · LITE

syncora-ai/synthetic-credit-default-syncora

Default branch main · commit ab9a6a7c · scanned 6/14/2026, 8:43:04 AM

GitHub: 690 stars · 0 forks

AI VISIBILITY SCORE
22 /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
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 syncora-ai/synthetic-credit-default-syncora, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    synthetic-data, credit-default, financial-data, machine-learning, ai-dataset, privacy-preserving, tabular-data
  • highreadme#2
    Reposition README to emphasize 'pre-generated dataset' over 'generator'

    Why:

    CURRENT
    This dataset contains high-fidelity synthetic records simulating credit card client behavior in Taiwan, generated using Syncora.ai, a next-generation synthetic data generation platform designed for privacy-safe AI development.
    COPY-PASTE FIX
    This repository provides a **ready-to-use, high-fidelity synthetic dataset** for credit card default modeling. It contains privacy-safe financial records simulating credit card client behavior in Taiwan, generated by Syncora.ai. This dataset is ideal for AI/ML training and risk analysis, and does not require a separate data generation framework.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://syncora.ai

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 syncora-ai/synthetic-credit-default-syncora
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
sdv-dev/SDV
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. sdv-dev/SDV · recommended 2×
  2. Gretel.ai · recommended 2×
  3. Mostly AI · recommended 2×
  4. Synthesized.io · recommended 1×
  5. DataGen · recommended 1×
  • CATEGORY QUERY
    Need privacy-safe synthetic credit card default data for financial risk modeling.
    you: not recommended
    AI recommended (in order):
    1. Synthetic Data Vault (SDV) (sdv-dev/SDV)
    2. Gretel.ai
    3. Mostly AI
    4. Synthesized.io
    5. DataGen
    6. CTGAN (sdv-dev/CTGAN)
    7. WGAN-GP
    8. TensorFlow (tensorflow/tensorflow)
    9. PyTorch (pytorch/pytorch)
    10. Faker (joke2k/faker)

    AI recommended 10 alternatives but never named syncora-ai/synthetic-credit-default-syncora. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are reliable sources for high-fidelity synthetic financial datasets for AI training?
    you: not recommended
    AI recommended (in order):
    1. Gretel.ai
    2. Mostly AI
    3. Hazy.ai
    4. Synthetic Data Vault (SDV) (sdv-dev/SDV)
    5. Faker
    6. Kaggle
    7. UCI Machine Learning Repository
    8. TensorFlow
    9. PyTorch

    AI recommended 9 alternatives but never named syncora-ai/synthetic-credit-default-syncora. 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 syncora-ai/synthetic-credit-default-syncora?
    pass
    AI did not name syncora-ai/synthetic-credit-default-syncora — 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 syncora-ai/synthetic-credit-default-syncora in production, what risks or prerequisites should they evaluate first?
    pass
    AI named syncora-ai/synthetic-credit-default-syncora 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 syncora-ai/synthetic-credit-default-syncora solve, and who is the primary audience?
    pass
    AI did not name syncora-ai/synthetic-credit-default-syncora — 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

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