The answer, not just the URL
Pulse records whether a product is visible in an observed answer, which sources and competitors appear, and where the store's own product evidence is thin.
Most AI SEO tools stop at a score. Pulse connects the question, the answer, the missing product evidence, and the next change your team can review.
14-day full trial · Shopify billing · Merchant-approved changes
Pulse is an AI SEO and LLM visibility tool for Shopify merchants. It monitors how products appear in buyer-intent questions across major AI assistants, then prepares product-content, structured-data, and authority recommendations for merchant approval.
Pulse records whether a product is visible in an observed answer, which sources and competitors appear, and where the store's own product evidence is thin.
A gap becomes a product-page, schema, llms.txt, or authority task. That keeps the work tied to a Shopify surface instead of an abstract visibility score.
Changes remain pending until the merchant reviews and confirms them. The workflow is designed for useful decisions, not surprise edits to a live catalog.
Track the questions a shopper might ask, not a list of vanity keywords detached from a buying decision.
Review which products, competitors, and sources appear in the latest answer set.
Open a concrete recommendation for product content, structured data, or authority work.
Keep the change pending until review, then follow the next visibility measurement.
The useful unit is the buyer question, the answer evidence, the gap, and the pending recommendation—not the score on its own.
Based on Pulse's question → observation → pending-fix workflow.What is a good product for this buyer's use case?
This demonstrates the workflow; it is not a customer result.
Use these questions to decide whether this workflow is the right next move for your store.
Important limitation: AI answers change, providers differ, and an observed mention is not a guaranteed ranking, citation, or sale. Pulse reports what it observes and keeps that uncertainty visible.
It can measure observed visibility in selected AI-answer checks, the sources and products that appear, and the content or authority gaps that may explain the result. It cannot turn that observation into a guaranteed ranking.
No. Pulse prepares reviewable recommendations and keeps store changes pending until the merchant confirms them.
No. Pulse focuses on observed AI-search visibility and Shopify execution. Traditional search analytics remain useful alongside it.
Start with your store, see the observed gaps, and decide what deserves your attention.
No automatic publish · review the evidence first