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When shoppers ask ChatGPT Shopping questions like “best trail running shoes under $150” or “compare hiking boots for wide feet”, your brand is either recommended, cited, or ignored. AgentRank shows where your brand appears, which competitors keep beating you, and what to improve next.

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Who it’s for

AgentRank is built for Shopify brands, merchandisers, SEO/content teams, and agencies that need a clear view of AI shopping performance.
  • Track how often your brand appears in buyer prompts
  • Benchmark your position against real competitors in the same result set
  • Diagnose why you lose important prompts
  • Act on prioritized fixes for catalog, content, schema, and authority

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What AgentRank measures

AgentRank continuously runs tracked shopping prompts and measures:

Visibility

The percentage of tracked prompts where your brand appears.

Share of Voice

Your share of all detected brand appearances across the same prompt set.

Position

Where your brand ranks in the response when you are mentioned.

Sentiment

Whether mentions of your brand are positive, neutral, or negative in tracked responses.

Sources

Which domains and URLs are cited when AI responses justify recommendations.

Competitive Gaps

Why a competitor outranks you, broken into Authority, Relevance, and Readiness.

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How it works

  1. Add your brand with a store URL, brand name, and target markets.
  2. Review topics and prompts generated from your catalog and buyer intent.
  3. AgentRank runs recurring tracking against those prompts.
  4. Overview shows the current state across metrics, competitors, sources, and recent responses.
  5. Analysis and Actions explain what to fix and how to prioritize it.

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Next steps

Quickstart

Set up your first project and get to a tracked result quickly.

Core Concepts

Learn the concepts behind metrics, prompts, topics, and shopping modes.

Overview Guide

See how the main workspace turns raw tracking into a working operating view.