RRepoGEO

REPOGEO REPORT · LITE

gosom/google-maps-scraper

Default branch main · commit 81bc07c2 · scanned 6/27/2026, 9:51:51 PM

GitHub: 4,559 stars · 694 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
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 gosom/google-maps-scraper, 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
    Reposition README opening to clearly state its specific niche

    Why:

    CURRENT
    Extract Google Maps business leads, emails, reviews, phone numbers, websites, ratings, coordinates, and more with a free open-source CLI, Web UI, REST API, and optional self-hosted platform.
    COPY-PASTE FIX
    gosom/google-maps-scraper is a powerful, open-source application specifically designed to extract comprehensive business and location data from Google Maps. It provides a complete solution with a CLI, Web UI, REST API, and an optional self-hosted platform, making it ideal for lead generation, local business research, and data enrichment.
  • highhomepage#2
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://github.com/gosom/google-maps-scraper
  • mediumreadme#3
    Add a 'Why Choose This?' section to highlight differentiators

    Why:

    COPY-PASTE FIX
    ## Why Choose gosom/google-maps-scraper?

Unlike generic web scraping libraries or browser automation tools, gosom/google-maps-scraper offers a complete, specialized solution for Google Maps data extraction:

*   **Dedicated Google Maps Focus:** Built from the ground up for reliable and efficient Google Maps data collection.
*   **Multiple Interfaces:** Seamlessly integrate with a Command Line Interface (CLI), intuitive Web UI, or flexible REST API.
*   **Scalable & Distributed:** Engineered for high-volume, distributed scraping of local business information.
*   **Rich Data Extraction:** Captures a wide array of details including leads, emails, reviews, phone numbers, websites, ratings, and coordinates.
*   **Self-Hostable Platform:** Deploy your own multi-user scraping platform with the optional SaaS Edition.

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 gosom/google-maps-scraper
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. Beautiful Soup · recommended 2×
  3. Playwright · recommended 2×
  4. Puppeteer · recommended 2×
  5. Octoparse · recommended 2×
  • CATEGORY QUERY
    How can I programmatically extract business contact details and reviews from local listings?
    you: not recommended
    AI recommended (in order):
    1. Scrapy
    2. Beautiful Soup
    3. Requests
    4. Playwright
    5. Puppeteer
    6. Selenium
    7. Apify
    8. Octoparse

    AI recommended 8 alternatives but never named gosom/google-maps-scraper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source solution to gather detailed local business information at scale.
    you: not recommended
    AI recommended (in order):
    1. Scrapy
    2. Beautiful Soup
    3. Puppeteer
    4. Playwright
    5. Apify SDK
    6. Gooey
    7. Octoparse

    AI recommended 7 alternatives but never named gosom/google-maps-scraper. 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 gosom/google-maps-scraper?
    pass
    AI did not name gosom/google-maps-scraper — 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 gosom/google-maps-scraper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named gosom/google-maps-scraper 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 gosom/google-maps-scraper solve, and who is the primary audience?
    pass
    AI named gosom/google-maps-scraper 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 gosom/google-maps-scraper. 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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HTML
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Pro

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gosom/google-maps-scraper — 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