{"id":"knowledge-graph-extract","slug":"knowledge-graph-extract","name":"Structured web → knowledge graph extract","shortName":"Structured web → knowledge graph extract","problemStatement":"Need schema'd entities/products/articles from the public web (not just markdown chunks) for agent grounding.","whenNotTopPick":"You only need LLM-ready markdown/crawl — Firecrawl/Jina; semantic browser queries — AgentQL.","categoryIds":["cat-search-scrape"],"depotPickProviderId":"diffbot","depotPickRationale":"Capability for structured Extract+KG + pricePerf. Diffbot leads KG; Firecrawl remains llm-ready-extract pick.","runnersUpIds":["firecrawl","jina","unstructured","agentql"],"weights":{"capabilityFit":0.25,"pricePerformance":0.18,"latencyReliability":0.15,"developerDx":0.15,"privacyPosture":0.1,"lockInRisk":0.07,"maturity":0.1},"methodologyNotes":"Capability for structured Extract+KG + pricePerf. Diffbot leads KG; Firecrawl remains llm-ready-extract pick.","tags":["knowledge"],"depth":{"whenNotToUse":{"text":"You only need LLM-ready markdown/crawl — Firecrawl/Jina; semantic browser queries — AgentQL.","source":"editorial `whenNotTopPick` (data/jtbds.json)"},"whenNotToUseReason":null,"runnerUp":{"providerId":"firecrawl","name":"Firecrawl","overallForJob":8.25,"pickOverallForJob":7.96,"beatsPickOn":["capabilityFit","pricePerformance","developerDx"],"source":"first resolvable entry of the job's editorially ranked `runnersUpIds`; scores are stored job-weighted scores"},"runnerUpReason":null,"lockIn":{"pickLockInRisk":4.5,"runnerUpLockInRisk":4.5,"scale":"0–10 stored curated estimate; higher = more lock-in (worse)","pickExitSignals":[],"runnerUpExitSignals":[],"pickNotes":[],"selfHostFallback":[],"migration":null,"migrationReason":"no_stored_migration_data","derivedFrom":"stored lockInRisk scores, provider tags (oss, self-host, openai-compat, open-models), free rows that list this job, and verbatim provider notes. No migration guide was invented."}},"freshness":{"pick":{"score":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"lastReviewed":{"asOf":"2026-09-14","ageDays":43,"stale":true,"staleAfterDays":30,"reason":null},"sourceCheck":{"checkedAt":"2026-10-27","sourceUrls":2,"sourcesReachable":2,"pricingRows":0,"pricingRowsReconfirmed":0,"note":"A source re-check confirms the page is reachable and, for pricing rows, that the stored amount and SKU name appear on it. It does not re-derive or change the score.","reason":null}}}}