RRepoGEO

REPOGEO REPORT · LITE

jaypyles/Scraperr

Default branch master · commit ee1e27ac · scanned 5/25/2026, 4:27:54 AM

GitHub: 4,892 stars · 237 forks

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 jaypyles/Scraperr, 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
  • highreadme#1
    Clarify project status and active development in README

    Why:

    COPY-PASTE FIX
    Add a clear statement about the project's current status and activity near the top of the README, e.g., "Scraperr is an actively developed and maintained self-hosted web scraping solution designed for reliability and ease of use."
  • highreadme#2
    Explicitly state the mechanism for defining scraping rules

    Why:

    CURRENT
    "XPath-Based Extraction": Precisely target page elements
    COPY-PASTE FIX
    In the "Key Features" or "Overview" section, clarify how scraping rules are defined, e.g., "Define your scraping rules through an intuitive web UI, allowing for precise XPath-based extraction without writing any code."
  • mediumreadme#3
    Enhance the README's opening statement to emphasize "no-code" and "self-hosted" for better category matching

    Why:

    CURRENT
    **A powerful self-hosted web scraping solution** Scrape websites without writing a single line of code.
    COPY-PASTE FIX
    **Scraperr: The powerful, self-hosted, no-code web scraping solution.** Easily extract data from websites without writing any code, managing everything from your own infrastructure.

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 jaypyles/Scraperr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Octoparse
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Octoparse · recommended 1×
  2. ParseHub · recommended 1×
  3. Apify · recommended 1×
  4. scrapy/portia · recommended 1×
  5. Web Scraper · recommended 1×
  • CATEGORY QUERY
    How can I set up a self-hosted web scraping solution without writing code?
    you: not recommended
    AI recommended (in order):
    1. Octoparse
    2. ParseHub
    3. Apify
    4. Portia (scrapy/portia)
    5. Web Scraper
    6. Visual Web Ripper
    7. Data Excavator

    AI recommended 7 alternatives but never named jaypyles/Scraperr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source web scraping tools offer Docker deployment and data export capabilities?
    you: not recommended
    AI recommended (in order):
    1. Scrapy (scrapy/scrapy)
    2. Puppeteer (puppeteer/puppeteer)
    3. Playwright (microsoft/playwright)
    4. Beautiful Soup (crummy/bs4)
    5. Apify SDK (apify/apify-sdk-js)

    AI recommended 5 alternatives but never named jaypyles/Scraperr. 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 jaypyles/Scraperr?
    pass
    AI named jaypyles/Scraperr explicitly

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

  • If a team adopts jaypyles/Scraperr in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jaypyles/Scraperr 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 jaypyles/Scraperr solve, and who is the primary audience?
    pass
    AI named jaypyles/Scraperr 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 jaypyles/Scraperr. 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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jaypyles/Scraperr — 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