---
title: "Preferd: AI Visibility & AEO Shopify App Profile"
description: "Preferd scores every product 0-100 on how well AI shopping agents \\(ChatGPT, Gemini, Copilot, Perplexity\\) understand and recommend it, rewrites weak fields with AI, applies them to Shopify and shows the before-and-after lift, with one-click revert. Then it proves the payoff: first-party tracking of the visits, orders and revenue AI sends you, dated receipts of new AI citations, competitor share of voice, trends and a printable impact report. A guard restores overwritten work in one click."
canonical_url: "https://shoplist.co/shopify-apps/preferd-ai-seo-visibility"
markdown_url: "https://shoplist.co/shopify-apps/preferd-ai-seo-visibility.md"
last_updated: "2026-10-13"
entity_type: "shopify_app"
slug: "preferd-ai-seo-visibility"
source: "public Shopify app profile allowlist"
---

# Preferd: AI Visibility & AEO Shopify App Profile

> Preferd scores every product 0-100 on how well AI shopping agents \(ChatGPT, Gemini, Copilot, Perplexity\) understand and recommend it, rewrites weak fields with AI, applies them to Shopify and shows the before-and-after lift, with one-click revert. Then it proves the payoff: first-party tracking of the visits, orders and revenue AI sends you, dated receipts of new AI citations, competitor share of voice, trends and a printable impact report. A guard restores overwritten work in one click.

## Quick answer
Preferd: AI Visibility & AEO has 0 detected stores in Shoplist. This Markdown profile displays 0 public brand examples; it is not a complete customer list.

## Key facts
- Name: Preferd: AI Visibility & AEO
- Monitoring status: First-adopter watch
- Developer: Preferd
- Developer profile: https://shoplist.co/app-developers/aiseen2
- Shopify App Store URL: https://apps.shopify.com/preferd
- Website: https://preferd.app
- Launch date: July 16, 2026
- Shoplist category: Search & SEO
- Free plan signal: Yes

## Pricing summary
Free: Free; Starter: $14.99/month; Pro: $38.99/month

Shoplist has not yet found reliable public storefront evidence connecting a Shopify store to this app. This does not mean the app has no users. Some apps are new, admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.


## Public callouts
- See a 0-100 AI-readiness score for every product, ranked by opportunity
- One-click AI rewrite of titles, descriptions, tags and SEO meta
- Apply changes to Shopify, see the score lift, revert anytime within 30 days
- A guard alerts you and restores your work if it gets overwritten
- See if real AI assistants recommend you over competitors, with dated proof
## Shopify App Store categories
- SEO

## Data note
Profile updated: October 13, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-10-22 14:55:32.536774\+00
Detection metrics refreshed: 2026-10-25 05:10:00.125268\+00
Public app evidence date: 2026-10-13 14:00:36.996949\+00
This generated Markdown profile intentionally exposes only public, stable app-profile fields and a small public app-stack sample from Shoplist. It excludes private contact data, people data, internal scores, crawl provenance, full datasets, and unstable operational fields.

## Related links
- [HTML app profile](https://shoplist.co/shopify-apps/preferd-ai-seo-visibility)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)