RRepoGEO

REPOGEO REPORT · LITE

spider-rs/spider

Default branch main · commit a2678734 · scanned 5/22/2026, 10:11:21 AM

GitHub: 2,488 stars · 202 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
55 /100
Needs work
Category recall
1 / 2
Avg rank #5.0 when recommended
Rule findings
2 pass · 0 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 spider-rs/spider, 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 emphasize 'real-time service' and 'framework' capabilities

    Why:

    CURRENT
    <p align="center">A production-grade web crawler and scraper for Rust.</p>
    COPY-PASTE FIX
    <p align="center">A production-grade, real-time web crawling and scraping framework for Rust, designed for building low-latency data collection services.</p>
  • mediumtopics#2
    Add topics related to 'data pipeline', 'real-time', and 'web-framework'

    Why:

    CURRENT
    ai-agent, automation, crawler, headless-chrome, rust, scraping, spider, web-crawler, web-scraping
    COPY-PASTE FIX
    ai-agent, automation, crawler, headless-chrome, rust, scraping, spider, web-crawler, web-scraping, data-pipeline, real-time, web-framework
  • lowreadme#3
    Add a 'Why Spider?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Spider? 

Spider is a production-grade web crawling and scraping *framework* built in Rust, offering unparalleled performance and memory efficiency. Unlike general-purpose HTTP clients or basic selectors, Spider provides a complete, *streaming* solution for building robust, *real-time* data collection services. Compared to Python-based frameworks like Scrapy, Spider leverages Rust's concurrency model for superior speed and resource management, making it ideal for large-scale, *low-latency* operations.

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
1 / 2
50% of queries surface spider-rs/spider
Avg rank
#5.0
Lower is better. #1 = top recommendation.
Share of voice
6%
Of all named tools, what % are you?
Top rival
Scrapy-Rust
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Scrapy-Rust · recommended 1×
  2. reqwest · recommended 1×
  3. selectors · recommended 1×
  4. tokio · recommended 1×
  5. Fantoccini · recommended 1×
  • CATEGORY QUERY
    Looking for a robust Rust framework to implement a fast web data extraction agent.
    you: #5
    AI recommended (in order):
    1. Scrapy-Rust
    2. reqwest
    3. selectors
    4. tokio
    5. Spider ← you
    6. Fantoccini
    7. headless_chrome
    8. scraper
    9. select.rs
    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for building a low-latency, real-time web crawling service?
    you: not recommended
    AI recommended (in order):
    1. Scrapy
    2. Playwright
    3. Puppeteer
    4. Colly
    5. Rod
    6. Apache Kafka
    7. Redis
    8. RabbitMQ

    AI recommended 8 alternatives but never named spider-rs/spider. 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 spider-rs/spider?
    pass
    AI did not name spider-rs/spider — 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 spider-rs/spider in production, what risks or prerequisites should they evaluate first?
    pass
    AI named spider-rs/spider 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 spider-rs/spider solve, and who is the primary audience?
    pass
    AI named spider-rs/spider explicitly

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

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spider-rs/spider — 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