RRepoGEO

REPOGEO REPORT · LITE

JUk1-GH/gpt-promo-scanner

Default branch main · commit be528fef · scanned 6/15/2026, 7:58:29 PM

GitHub: 631 stars · 124 forks

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 JUk1-GH/gpt-promo-scanner, 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
  • highreadme#1
    Reposition README's opening statement to clarify tool's specific function

    Why:

    CURRENT
    # ChatGPT Team (Business) 促销码自动扫描工具
    COPY-PASTE FIX
    # ChatGPT Team (Business) 促销码自动扫描工具

This Python tool automates the discovery, validation, and price collection of promotional codes specifically for ChatGPT Business (formerly ChatGPT Team) subscriptions, supporting 17 countries and 34 codes with discounts up to 71%.
  • mediumhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/JUk1-GH/gpt-promo-scanner

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 JUk1-GH/gpt-promo-scanner
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Honey
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Honey · recommended 1×
  2. Rakuten · recommended 1×
  3. Groupon · recommended 1×
  4. LivingSocial · recommended 1×
  5. Dealabs · recommended 1×
  • CATEGORY QUERY
    How to find and validate discount codes for AI subscription services efficiently?
    you: not recommended
    AI recommended (in order):
    1. Honey
    2. Rakuten
    3. Groupon
    4. LivingSocial
    5. Dealabs
    6. HotUKDeals
    7. Twitter
    8. LinkedIn
    9. Facebook
    10. CouponBirds
    11. RetailMeNot

    AI recommended 11 alternatives but never named JUk1-GH/gpt-promo-scanner. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What Python tools help automate finding promotional discounts across many regions?
    you: not recommended
    AI recommended (in order):
    1. Scrapy (scrapy/scrapy)
    2. Beautiful Soup 4 (crummy/BeautifulSoup)
    3. Selenium (SeleniumHQ/selenium)
    4. Requests (psf/requests)
    5. Playwright (microsoft/playwright)
    6. ProxyMesh
    7. Bright Data
    8. Oxylabs

    AI recommended 8 alternatives but never named JUk1-GH/gpt-promo-scanner. 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 JUk1-GH/gpt-promo-scanner?
    pass
    AI named JUk1-GH/gpt-promo-scanner explicitly

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

  • If a team adopts JUk1-GH/gpt-promo-scanner in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JUk1-GH/gpt-promo-scanner 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 JUk1-GH/gpt-promo-scanner solve, and who is the primary audience?
    pass
    AI named JUk1-GH/gpt-promo-scanner 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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JUk1-GH/gpt-promo-scanner — 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