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Built by Ameneh Saeednia · Research tool

Follow-Up Query Studio

I upgraded Follow-Up Query Studio from a simulator to a Gemini workflow with Google Search grounding. For this study, it recorded reported searches, cited sources and suggested follow-ups turn by turn, including answers with no reported search.

Launch appView source on GitHub

What I used it for

I ran three conversations about rain jackets, a first multi-day BC hike and wet-weather insulation, each with three predefined turns and two runs, on October 28, 2026. Follow-Up Query Studio passed earlier turns as short summaries to Gemini 3.1 Flash-Lite with Google Search grounding available. The report records 18 answers, 25 reported searches and 115 citations, with cited pages counted by site. Nine answers reported searches; nine reported neither searches nor citations. A separate screenshot demonstration was excluded from those counts.

Read the study

The Follow-Up Gap

Using my Follow-Up Query Studio to follow three outdoor-gear conversations and observe when Gemini searches again, carries context forward and cites new sites.

Explore the findings and download the PDF