From Dorking to Agents: How Google's Biggest Search Overhaul Changes OSINT Practice
Google announced changes at I/O 2026 that every open source intelligence practitioner needs to understand.
Welcome back.
This week we look at what Google’s biggest search overhaul in over 25 years means for OSINT practitioners. AI Mode as the default. Background agents for additional support. Search operators are not dead (yet), but the interface it was built for is changing.
We break down some of the announcements from Google I/O 2026 and look at what the shift from keywords to agents means for the skills the field will need.
Plus, the latest tradecraft tips and industry news from last week.
Missed last week?
Before we get into it, here is last week's tradecraft and industry news roundup:
OSINT Tradecraft Tips & Industry News
Everything you need to know from the past seven days.
Web scraping is an important capability for most OSINT practitioners, but the legal and ethical side carries as much weight as the technical execution. For a thorough breakdown of licensing obligations, PII handling, infrastructure impact, and responsible collection practices, we highly recommend this blog post by The Web Scraping Club on How to Scrape Open-Source Datasets Ethically | read here
Trace Labs released the OSINT VM, which now includes new tools and documentation updates, and offers multiple download options | explore here
Benjamin Strick's latest tutorial, part 29 of the OSINT At Home series, shows how investigators use Strava data to expose facilities, patterns, and home addresses that were never meant to be public, then covers five settings to lock down your own account | watch here
LinkedIn user Paolo Walcher shared newsmap.cc, a visual, geographic news monitoring tool that helps analysts cut through information noise during fast-moving events | explore the tool | read his post
Google announced a significant overhaul of Search at I/O 2026, integrating Gemini 3.5 Flash, an AI-powered search box, background information agents, agentic coding capabilities, and expanded personal intelligence features across nearly 200 countries | read here
From Dorking to Agents: How Google's Biggest Search Overhaul Changes OSINT Practice
At Google I/O 2026, Google announced the biggest changes to Search in over 25 years. For years, the practitioner controlled the search. You wrote the query. You specified the file type. Operators like site:, filetype:, and intitle: gave you precision. You knew exactly what you asked, could record it, repeat it, and hand it to someone else.
That model is changing. The new search box interprets your intent and rewrites the question before it searches. Agents run in the background and return summaries. You read the output.
The field has spent years teaching Google dorking as a core skill. The interface it was built for is changing. The question now is what the practitioner needs in the next version of this work.
