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Independent research · Conversational search · Follow-up queries

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.

By Ameneh Saeednia · · 11 pages

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Cover of The Follow-Up Gap
3conversations
18answers
25reported searches

Tool behind the study

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.

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Inside the research

A follow-up did not always trigger another search

Nine of eighteen answers reported Google searches. Searching occurred on 4 of 6 opening questions, 3 of 6 first follow-ups and 2 of 6 second follow-ups. The other nine answers had no reported searches or citations. This is an observation of the available output, not direct access to the model’s internal reasoning.

Short follow-ups carried the earlier context

All 15 reported follow-up searches included the earlier topic. For example, a question about where to buy or rent “it” became a search for bear spray in Vancouver. This illustrates why a useful page should state the product, use and location clearly enough to stand on its own.

A first-turn citation did not secure later visibility

The report found that 86% of sites cited in searched follow-up answers were new to that conversation run. Suggested next questions repeatedly included product care and bear safety. These suggestions are model predictions, not observed user behaviour; they offer hypotheses for content planning that still need testing.