How it works

AI search visibility for Shopify and DTC brands

TL;DR

Many shoppers ask ChatGPT or Perplexity before they ever reach your product page. Track those questions weekly, publish one short answer page for the biggest gap, and point ads and email at it. Pivot Labs exports drafts to Shopify for you to review — nothing auto-publishes.

Last updated: 2 October 2026

Prompt types to track

  • Discovery — "best [product] for [need]".
  • Comparison — "[your brand] vs [rival]".
  • Problem-aware — the problem your product solves, in shopper words.
  • Brand-direct — "is [your brand] worth it".

One page a week

Pick the prompt with the clearest gap, publish a short, factual answer page — what it is, who it's for, price, proof — and link it from product pages, ads and email. Recheck next week.

In Pivot Labs, next moves can be exported as drafts to Shopify or WordPress. You review and publish them yourself.

FAQ

Does Pivot Labs publish to my Shopify store?

It exports drafts. Nothing auto-publishes; you review and publish.

How often do checks run?

Weekly. Each week Pivot Labs asks your tracked buyer prompts on Perplexity, ChatGPT and Gemini (plus Claude on Premium, optional) and records whether your brand is Cited, Mentioned or Missing.

Does Solo include AI Search?

Yes. Solo ($29/mo or $290/yr) includes full AI Search on Perplexity, ChatGPT and Gemini with 25 tracked prompts, 15 answer pieces a month and 1 brand. Premium adds more prompts, more brands and optional Claude.

See where AI answers leave you out.

Weekly checks on Perplexity, ChatGPT and Gemini. Directional results — no ranking guaranteed.

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