RRepoGEO

REPOGEO REPORT · LITE

jez500/pricebuddy

Default branch main · commit 989b1203 · scanned 6/15/2026, 9:02:21 PM

GitHub: 963 stars · 53 forks

AI VISIBILITY SCORE
28 /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
2 / 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 jez500/pricebuddy, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    price-tracker, self-hosted, price-monitoring, e-commerce, notifications, open-source, web-scraping, docker, app
  • highreadme#2
    Refine README opening to emphasize 'ready-to-deploy application'

    Why:

    CURRENT
    PriceBuddy is a free, open source, self-hostable price tracker.
    COPY-PASTE FIX
    PriceBuddy is a free, open source, **ready-to-deploy** self-hostable price tracker **application**.
  • mediumlicense#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a line to the README, e.g., 'PriceBuddy is released under [YOUR LICENSE NAME(S) HERE]. See the 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 jez500/pricebuddy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Scrapy
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Scrapy · recommended 2×
  2. Puppeteer · recommended 2×
  3. Beautiful Soup · recommended 2×
  4. Octoparse · recommended 1×
  5. ParseHub · recommended 1×
  • CATEGORY QUERY
    How can I self-host a solution to monitor product prices and receive drop alerts?
    you: not recommended
    AI recommended (in order):
    1. Octoparse
    2. ParseHub
    3. Scrapy
    4. Apify
    5. Puppeteer
    6. Playwright
    7. Beautiful Soup
    8. lxml
    9. Huginn
    10. ChangeTower

    AI recommended 10 alternatives but never named jez500/pricebuddy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools exist for tracking prices across various online retailers with custom notifications?
    you: not recommended
    AI recommended (in order):
    1. Changedetection.io
    2. Price Tracker
    3. Web-Monitor
    4. Scrapy
    5. Puppeteer
    6. Beautiful Soup

    AI recommended 6 alternatives but never named jez500/pricebuddy. 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 jez500/pricebuddy?
    pass
    AI did not name jez500/pricebuddy — 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 jez500/pricebuddy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jez500/pricebuddy 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 jez500/pricebuddy solve, and who is the primary audience?
    pass
    AI named jez500/pricebuddy explicitly

    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 jez500/pricebuddy. 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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jez500/pricebuddy — 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