{"observation":{"id":"f7477f5f-d2b6-4a66-9d22-f3d1a3a82ba9","tool":"skyvern","tool_name":"Skyvern","criterion":"interaction-stability","criterion_name":"Interaction Stability","criterion_definition":"How reliably the tool executes through dynamic loading and interaction steps without losing sync or failing at runtime.","criterion_evidence_type":"capability","criterion_rank_role":"decisive","criterion_rank_role_reason":"Reliably completing dynamic loading and interaction steps is part of successfully scraping pages, not just convenience. (3 of 3 judges)","scenario":null,"scenario_name":null,"group_tag":null,"scenario_description":null,"modality":null,"input_text":null,"input_artifact_refs":[],"stresses":[],"verdict":"mixed","score":null,"score_total":null,"note":"Tends to incur substantial execution overhead from visual validation loops and other vision-based processing, resulting in noticeably longer runtimes than raw text parsing approaches.","evidence_state":"observed","source":"first-party","artifacts":[],"run_id":"06e1dbd6-5518-4af8-aa1a-735259a75b4f","study_title":"Scrape Web Pages Into Clean Markdown or Structured Data Using AI","study_kind":"backfill","research_task":"86b9jm3a3","tested_at":"2026-06-23T04:32:57.304000+00:00","completeness":"no-artifact","input":{"state":"cross-scenario","text":null,"files":[],"modality":null,"stresses":[]},"tool_page_slug":"skyvern","tool_url":"https://aidemos.com/tools/skyvern","permalink":"https://aidemos.com/evidence/f7477f5f-d2b6-4a66-9d22-f3d1a3a82ba9","api_url":"https://ai.aidemos.com/v1/observations/f7477f5f-d2b6-4a66-9d22-f3d1a3a82ba9"},"peers":[],"other_criteria":[],"appears_in":[{"page_type":"ranking","slug":"ai-web-scraping-tools","title":"Best AI Tools to Scrape Web Pages Into Clean Markdown or Structured Data","url":"https://aidemos.com/best/ai-web-scraping-tools","binding":"run"}],"same_scenario":[]}