---
title: "Sayless: AI Search & Filter Shopify App Profile"
description: "When shoppers can't find a product, they don't ask for help. They just leave. Sayless replaces your default search with search that understands what people mean: typos, slang, a vague description, even a pasted SKU. Results appear as they type, and you can add real filters for size, color, and brand to your search page. When a search would come up empty, Sayless shows the closest matches instead, and counts every search it saved. You see what shoppers couldn't find, and the revenue search drove."
canonical_url: "https://shoplist.co/shopify-apps/sayless-ai-search-discovery"
markdown_url: "https://shoplist.co/shopify-apps/sayless-ai-search-discovery.md"
last_updated: "2026-10-14"
entity_type: "shopify_app"
slug: "sayless-ai-search-discovery"
source: "public Shopify app profile allowlist"
---

# Sayless: AI Search & Filter Shopify App Profile

> When shoppers can't find a product, they don't ask for help. They just leave. Sayless replaces your default search with search that understands what people mean: typos, slang, a vague description, even a pasted SKU. Results appear as they type, and you can add real filters for size, color, and brand to your search page. When a search would come up empty, Sayless shows the closest matches instead, and counts every search it saved. You see what shoppers couldn't find, and the revenue search drove.

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

## Key facts
- Name: Sayless: AI Search & Filter
- Monitoring status: First-adopter watch
- Developer: Foam On Latte
- Developer profile: https://shoplist.co/app-developers/foam-on-latte
- Shopify App Store URL: https://apps.shopify.com/sayless
- Website: https://www.foamonlatte.co
- Launch date: May 26, 2026
- Shoplist category: Search & SEO
- Free plan signal: Yes
- Free trial signal: Yes

## Pricing summary
Free: Free; Pro: $29/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.


## App Signals
As of November 8, 2026:

- Stores running it: 0, 0.0% of the stores Shoplist tracks
- Store movement, last 28 days: +0 new stores, +0 returning, −0 removed, net 0 (estimated; 1 day held out of movement)
- Primary App Store category: Search and filters, #290 (14-day median position)
- Listing reviews: 0

## Public callouts
- Replaces Shopify's default search results page with native theme filters.
- Catches typos, slang, and unclear queries. Shoppers find what they want.
- See every search that came up empty. Fix gaps in your catalog.
- Five-minute install. No code, no developer, no setup hassle.
- Teach Sayless what your customers call things. Add synonyms in one click.
## Shopify App Store categories
- Search and filters

## Data note
Profile updated: October 14, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-11-08 16:56:39.518742\+00
Detection metrics refreshed: 2026-11-08 10:00:00.19319\+00
Public app evidence date: 2026-10-14 00:30:20.613739\+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/sayless-ai-search-discovery)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)