> ## Documentation Index
> Fetch the complete documentation index at: https://docs.siftly.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Conversations

> Browse the prompts and AI responses behind your visibility, right down to the individual products that were recommended.

<Frame>
  <img src="https://mintcdn.com/siftly/xTchJceN5jI8__Fi/images/shopping/conversations.png?fit=max&auto=format&n=xTchJceN5jI8__Fi&q=85&s=f130db832c60a3dd93fd7b0a9836d234" alt="Conversations page: a filterable list of prompts with the responses and recommended products behind each" className="rounded-xl" width="1004" height="679" data-path="images/shopping/conversations.png" />
</Frame>

## 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.

## Prompts, responses, and recommended products

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.

## 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.

## 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

<Tip>
  Prompts where you never appear are pure opportunity. Use them to brief [Content](/shopping/content/blog) and [Product Optimization](/shopping/content/product-optimization).
</Tip>

## Related

<CardGroup cols={2}>
  <Card title="Visibility & Share of Shelf" icon="store" href="/shopping/analytics/visibility">
    See the metrics these conversations roll up to.
  </Card>

  <Card title="Citations" icon="quote-left" href="/shopping/analytics/citations">
    Analyze the sources cited across responses.
  </Card>

  <Card title="Products & readiness" icon="tags" href="/shopping/analytics/products">
    Connect prompts to the products they mention.
  </Card>

  <Card title="Content" icon="pen-nib" href="/shopping/content/blog">
    Turn gap prompts into content.
  </Card>
</CardGroup>
