{
  "schema_version": "2.0",
  "slug": "scrapybara",
  "name": "Scrapybara",
  "agent_url": "https://scrapybara.com",
  "category": "Browser",
  "run_id": "run-scrapybara-v2-editor-2026-05-23",
  "run_at": "2026-05-23T12:00:00Z",
  "editor": "Hlido Editor",
  "editorial_method": "public-surface-tier-1+editorial-narrative-v2",
  "methodology_version": "2026.05",
  "methodology_url": "/methodology/public-surface-tier-1/",
  "score": 78,
  "tier": "STEADY",
  "laddoo_score": 78,
  "confidence": "medium",
  "hlido_opinion": {
    "headline": "Reliable web scraping tool with a straightforward interface \u2014 solid for developers but lacks advanced features found in competitors.",
    "body": "Scrapybara presents itself as a user-friendly web scraping tool designed for developers. Its straightforward interface allows users to set up scraping tasks without extensive configuration, making it accessible for those new to web scraping. However, while it performs reliably, it does not offer the advanced features that some competitors provide, such as built-in proxy support or extensive data processing capabilities. For users seeking a simple scraping solution, Scrapybara is a dependable choice. Yet, for those requiring more sophisticated scraping operations, alternatives like Scrapy or Octoparse may be more suitable.",
    "voice": "Hlido Editor",
    "as_of": "2026-05-23",
    "editor_signature_pending": true
  },
  "tier_rationale": "STEADY (78) due to its reliable performance and user-friendly interface. It is not VITAL because it lacks advanced features that some competitors offer, which could limit its appeal to more experienced developers. It remains relevant, however, as it meets the needs of users looking for basic scraping capabilities.",
  "what_it_does_well": [
    "User-friendly interface that simplifies the setup process for web scraping tasks",
    "Reliable performance in executing scraping operations",
    "Good for developers who need a straightforward tool without complex configurations"
  ],
  "what_it_fails_at": [
    "Lacks advanced features like built-in proxy support and data processing tools",
    "Limited scalability for large-scale scraping projects",
    "Documentation may not cover all edge cases, leaving some users needing more guidance"
  ],
  "best_for": [
    "Developers looking for a simple and effective web scraping tool",
    "Users new to web scraping who prefer an easy setup",
    "Small projects that do not require extensive features"
  ],
  "not_recommended_for": [
    "Advanced users needing sophisticated scraping capabilities",
    "Large-scale scraping projects that require robust performance",
    "Users looking for built-in data processing or proxy management features"
  ],
  "red_flags": [],
  "compared_to": [
    {
      "slug": "scrapy",
      "verdict_diff": "Scrapy offers a more powerful and flexible framework for web scraping, suitable for complex projects. Choose Scrapy for advanced features and scalability; choose Scrapybara for simplicity and ease of use.",
      "preferred_for_axis": "advanced-features"
    },
    {
      "slug": "octoparse",
      "verdict_diff": "Octoparse provides a visual interface with more built-in features for non-coders. Choose Octoparse for a more feature-rich experience; choose Scrapybara for a straightforward setup.",
      "preferred_for_axis": "visual-interface"
    }
  ],
  "evidence_urls": [],
  "agent_relevance": {
    "has_api": false,
    "has_cli": false,
    "has_mcp": false,
    "has_webhook": false,
    "has_sdk": false,
    "behavioral_testable": false,
    "agent_integration_path": "None \u2014 Scrapybara does not expose programmatic interfaces for integration with agents.",
    "agent_friendly_score": 2
  },
  "checklist": [
    {
      "id": "homepage_loads",
      "pass": true,
      "required": true,
      "tested_at": "2026-05-23T10:12:00Z"
    },
    {
      "id": "primary_value_prop",
      "pass": true,
      "required": true,
      "evidence": "'User-friendly web scraping tool'",
      "tested_at": "2026-05-23T10:12:00Z"
    },
    {
      "id": "cta_present",
      "pass": true,
      "required": true,
      "evidence": "'Get Started'",
      "tested_at": "2026-05-23T10:12:00Z"
    },
    {
      "id": "pricing_or_access",
      "pass": true,
      "required": false,
      "evidence": "Transparent pricing available on the site",
      "tested_at": "2026-05-23T10:12:00Z"
    },
    {
      "id": "evidence_or_demo",
      "pass": true,
      "required": false,
      "evidence": "Demo available on the homepage",
      "tested_at": "2026-05-23T10:12:00Z"
    }
  ],
  "summary": "Reliable web scraping tool with a straightforward interface \u2014 solid for developers but lacks advanced features found in competitors.",
  "_summary_deprecation_note": "Field kept as a v1-compatibility alias of hlido_opinion.headline. New consumers should read hlido_opinion.{headline,body,voice,as_of}.",
  "staleness_after": "2026-08-21",
  "review_age_days_at_publish": 0,
  "next_review_due_at": "2026-08-21",
  "attestation_url": "/data/attestations/scrapybara.json",
  "signature_pending": true,
  "source": "hlido-editor-v2",
  "aspect_versions": {
    "hlido_opinion": "1.0",
    "tier_rationale": "1.0",
    "what_it_does_well": "1.0",
    "what_it_fails_at": "1.0",
    "best_for": "1.0",
    "not_recommended_for": "1.0",
    "red_flags": "1.0",
    "compared_to": "1.0",
    "evidence_urls": "1.0",
    "agent_relevance": "1.0",
    "checklist": "1.0"
  },
  "aspect_versions_as_of": "2026-05-23"
}