RRepoGEO

REPOGEO REPORT · LITE

nucleuscloud/neosync

Default branch main · commit 8101c42d · scanned 6/22/2026, 4:26:29 PM

GitHub: 4,149 stars · 231 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
40 /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
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 nucleuscloud/neosync, 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
    Add more specific topics for data security and platform orchestration

    Why:

    CURRENT
    benthos, docker, etl, faker, fine-tuning, golang, kubernetes, mysql, nextjs, open-source, orchestration, postgresql, reactjs, self-hosted, synthetic-data, synthetic-data-generation, test-data-generator, testing, typescript
    COPY-PASTE FIX
    benthos, docker, etl, faker, fine-tuning, golang, kubernetes, mysql, nextjs, open-source, orchestration, postgresql, reactjs, self-hosted, synthetic-data, synthetic-data-generation, test-data-generator, testing, typescript, data-anonymization, pii-detection, data-masking, data-security-platform, data-synchronization
  • mediumlicense#2
    Add a clear statement about the project's license to the README

    Why:

    COPY-PASTE FIX
    Neosync is licensed under [Insert specific license name(s) here, e.g., Apache 2.0 and MIT]. See the [LICENSE](LICENSE) file for full details.

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 nucleuscloud/neosync
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
joke2k/faker
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. joke2k/faker · recommended 2×
  2. Synthesized · recommended 1×
  3. Mostly AI · recommended 1×
  4. sdv-dev/SDV · recommended 1×
  5. Tonic.ai · recommended 1×
  • CATEGORY QUERY
    How can I generate realistic synthetic data for testing while protecting sensitive information?
    you: not recommended
    AI recommended (in order):
    1. Synthesized
    2. Mostly AI
    3. SDV (sdv-dev/SDV)
    4. Tonic.ai
    5. Faker (joke2k/faker)
    6. DataGen
    7. Redgate SQL Data Generator
    8. ApexSQL Generate

    AI recommended 8 alternatives but never named nucleuscloud/neosync. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools help detect PII and synchronize anonymized production data for dev environments?
    you: not recommended
    AI recommended (in order):
    1. Presidio (Microsoft/Presidio)
    2. Faker (joke2k/faker)
    3. Data Faker (faker-ruby/faker)
    4. Synth (synth-data/synth)
    5. Anonymizer (sfu-db/anonymizer-py)
    6. PostgreSQL Anonymizer (dalibo/postgresql_anonymizer)

    AI recommended 6 alternatives but never named nucleuscloud/neosync. 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 nucleuscloud/neosync?
    pass
    AI named nucleuscloud/neosync explicitly

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

  • If a team adopts nucleuscloud/neosync in production, what risks or prerequisites should they evaluate first?
    pass
    AI named nucleuscloud/neosync 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 nucleuscloud/neosync solve, and who is the primary audience?
    pass
    AI named nucleuscloud/neosync 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite