Google is great at discovery and bad at verification
Search engines index whatever the open web publishes — which means press releases, news articles, social media, and aggregator pages. They're excellent for finding context and adjacent stories. But the actual records — dockets, filings, sanctions lists, exclusion lists — sit in databases the search engine has either never crawled or has crawled badly. Thomson Reuters' legal team summarizes the gap bluntly (Why Google is never enough): "the very strengths that are built into public search engines make them unwieldy, time-consuming, and too often inaccurate."
What's changed in 2026 — AI Mode
Search engines now layer AI synthesis on top of traditional crawling. Google's AI Mode and Bing's Copilot summarize results before you read sources, which makes the verification problem worse, not better — confident-sounding summaries can fold an aggregator's error into the top of the page. The technical overview (How search engines work in 2026) describes the new five-stage pipeline.
The professional pattern
Professional researchers use search engines to find the right database, then go to that database for the verifiable record. Crosstrax's 2026 PI database list (Top 5 PI databases for 2026) is built for licensed investigators — gated for a reason. OPR's approach: free, public-source, with the primary-source URL exposed on every claim.
Government data hubs you should bookmark
Beyond OPR, the federal data hubs worth knowing: data.gov (cross-agency open data); FBI Crime Data Explorer; data.census.gov; FOIA.gov; and the state-by-state FOI map at NFOIC. None of these surface well in casual Google searches; all of them are the canonical source for their domain.
When to use which — a cheat sheet
Use a search engine to: get an overview, find news coverage, identify the right database. Use a public-records database to: verify a specific person/case, confirm a filing date, check a sanctions or exclusion list, retrieve a primary-source PDF. Use OPR to: get both in one place — context (Deep Web Search) plus primary verification (court, OFAC, FBI, LEIE, unclaimed property) side by side.