RRepoGEO

REPOGEO REPORT · LITE

clucraft/PriceGhost

Default branch main · commit 33b94458 · scanned 6/6/2026, 5:18:09 AM

GitHub: 576 stars · 33 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 clucraft/PriceGhost, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • highhomepage#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    Add a URL to the repository's 'About' section that points to the project's official website, documentation, or a dedicated landing page.
  • highreadme#3
    Strengthen the README's opening statement to emphasize 'complete self-hosted application'

    Why:

    CURRENT
    A self-hosted price tracking application that monitors product prices from any website.
    COPY-PASTE FIX
    PriceGhost is a complete, self-hosted web application for tracking product prices from any website. Get notified when prices drop, hit your target price, or items come back in stock.

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 clucraft/PriceGhost
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Octoparse
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Octoparse · recommended 2×
  2. scrapy/scrapy · recommended 1×
  3. PostgreSQL · recommended 1×
  4. grafana/grafana · recommended 1×
  5. Apify · recommended 1×
  • CATEGORY QUERY
    How can I self-host a solution to monitor product prices across multiple websites?
    you: not recommended
    AI recommended (in order):
    1. Scrapy (scrapy/scrapy)
    2. PostgreSQL
    3. Grafana (grafana/grafana)
    4. Apify
    5. MongoDB
    6. Metabase (metabase/metabase)
    7. Portia (scrapy/portia)
    8. SQLite
    9. Puppeteer (puppeteer/puppeteer)
    10. Playwright (microsoft/playwright)
    11. Node.js (nodejs/node)
    12. InfluxDB (influxdata/influxdb)
    13. Chronograf (influxdata/chronograf)
    14. Octoparse
    15. SQL Server
    16. MySQL
    17. Power BI
    18. Tableau

    AI recommended 18 alternatives but never named clucraft/PriceGhost. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source tool to track online prices with user-validated price extraction.
    you: not recommended
    AI recommended (in order):
    1. Price Tracker
    2. Octoparse
    3. Web Scraper
    4. Scrapy
    5. Beautiful Soup + Requests

    AI recommended 5 alternatives but never named clucraft/PriceGhost. 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 clucraft/PriceGhost?
    pass
    AI named clucraft/PriceGhost explicitly

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

  • If a team adopts clucraft/PriceGhost in production, what risks or prerequisites should they evaluate first?
    pass
    AI named clucraft/PriceGhost 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 clucraft/PriceGhost solve, and who is the primary audience?
    pass
    AI named clucraft/PriceGhost 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 clucraft/PriceGhost. 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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MARKDOWN (README)
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clucraft/PriceGhost — 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