back_office_ops · saas · workflow
Gemini Deep Research: Building an agentic research assistant that browses 100+ websites to generate comprehensive reports in minutes
Users conducting multi-faceted research faced the burden of opening 50-60+ browser tabs over hours or days and often gave up before completing their research.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · User submits research query
A user submits a research query, initiating a web-browsing and report-generation workflow.
Tools used
GeminiGemma
Outcome
Deep Research generates comprehensive research reports by browsing 100+ websites in about five minutes, with users reporting that tasks previously taking hours can now be completed in minutes.
Results
Time savedabout five minutes
Volume100+
Grounding & classification
Source type: technical build writeup
18 fields verified against source quotes, 2 dropped as unverifiable.
agentic workflowknowledge searchsummarizationknowledge basefailure mode describedmetric backedtools describedworkflow describedsoftwareemployee productivitytime savedtechnical build writeupback office opsagentic task executionrag answering