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Conversations page: a filterable list of prompts with the responses and recommended products behind each

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Overview

Your metrics roll up from thousands of individual AI answers. Conversations is where you see the raw material: every prompt Siftly runs against AI shopping engines, and the responses behind your numbers. Siftly’s analysis follows a simple chain:
  1. A prompt is the shopper question Siftly asks (for example, “best budget espresso machine”).
  2. Running a prompt produces one or more responses: the AI’s answers, across platforms and over time.
  3. Each response contains recommended products (the tiles), each with a rank, plus the citations behind the answer.

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Browsing

The prompts table lists each prompt with its product, brand, response count, and visibility metrics. Use the search box and the product, brand, and date filters to find what you need.

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Drilling into a prompt

Click any prompt to open its detail view:
  • The full prompt text and its metadata
  • Every response, with the recommended products and citations it contained
  • Visibility for that prompt over time
Prompts where you never appear are pure opportunity. Use them to brief Content and Product Optimization.

Visibility & Share of Shelf

See the metrics these conversations roll up to.

Citations

Analyze the sources cited across responses.

Products & readiness

Connect prompts to the products they mention.

Content

Turn gap prompts into content.