Scouty
00 / Index

AI commerce discovery

Stop losing sales to bad product search.

Scouty puts product, document, image, and asset search behind one bar. It also shows you the queries shoppers tried that returned nothing. The list usually surprises people.

Request a free expert-led Search Audit Book a demo
  • 01 Reviewed by a human
  • 02 Works with your stack
  • 03 Free to evaluate
scouty.discovery / index Live index · 2.4M objects
waterproof hiking boot ⌘K
Products · 28Documents · 12Images · 9Assets · 4AI Answer

Trailmaster GTX Waterproof Hiking Boot

SKU TM-GTX-42 · In stock · 4 colors

trailmaster_care_guide.pdf · page 4

"…the GORE-TEX waterproof membrane keeps feet dry on multi-day hiking routes…"

Visually similar: brown hiking boot · side profile

9 lookalike images · 3 SKUs

AI answer · grounded

For multi-day waterproof hiking, the Trailmaster GTX is the closest match. Full GORE-TEX, ankle support, and a Vibram outsole. See the care guide page 4 for break-in steps.

SKU TM-GTX-42 care_guide.pdf · p.4 collection: trail-shoes

Built for modern commerce stacks

01 / The problem

Your product knowledge is scattered everywhere.

Catalog data lives in one place. Spec sheets are in a Drive folder. Photography is in a different one. The shopper doesn't know any of that. They search for what they want and either find it or leave.

red summer dress 0 results

Products are tagged 'crimson linen midi'. Same dress, different vocabulary.

BMW brake pad 2018 weak match

Fitment data sits in a PDF the search engine never opens.

hydrating serum 0 results

Listed as 'moisture repair concentrate'. The buyer wasn't going to guess.

replacement charger 0 results

Titles are all model numbers. The shopper has no idea which one fits.

02 / The platform

One discovery layer for everything you sell and document.

Six retrieval surfaces, one platform: product search, intent matching, image similarity, page-level document search, AI answers grounded in your real catalog, and a DAM that shares the same index.

01

Product Search

Fast onsite search with autocomplete, typo tolerance, SKU and model lookup, and merchandising rules.

  • Typo tolerance and synonyms
  • SKU + model number lookup
  • Boost, bury, pin, hide rules
Learn more
02

Semantic Search

Match shopper intent. Natural-language queries, vector retrieval, query expansion.

  • Natural-language matching
  • Vector / embedding retrieval
  • Optional reranking
Learn more
03

Image & Similarity

Search by image. Find visually similar products by style, color, shape, and pattern.

  • Search by image upload
  • Visually similar suggestions
  • Catalog-wide visual coverage
Learn more
04

Document Search

PDFs, manuals, catalogs, and spec sheets become searchable and linkable to products.

  • Page-level snippets
  • Product ↔ document linking
  • OCR + metadata
Learn more
05

AI / RAG System

Ground AI answers in your real product knowledge. Source-cited Q&A for shoppers, support, and sales.

  • Grounded retrieval
  • Citations with sources
  • Tunable assistants
Learn more
06

Digital Asset Management

Organize, tag, search, and reuse product images, videos, PDFs, and brand assets.

  • Permissions and brand portals
  • Product ↔ asset relationships
  • Metadata and tagging
Learn more
03 / In practice

See where revenue is leaving the storefront.

The dashboard ranks failed queries by recoverable revenue. You triage the list weekly. Most teams clear the top ten in an afternoon.

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Analytics dashboard hero

Wide screenshot of the Scouty analytics dashboard with the 'failed queries by recoverable revenue' table front and center.

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04 / Use cases

Built for everyone who searches your catalog.

Shoppers on the storefront. B2B buyers checking compatibility. Support agents looking up specs. Sales reps building quotes. AI assistants answering product questions. Same index, same retrieval.

Ecommerce

Storefront discovery

Help shoppers find products by intent, attribute, image, or natural language.

B2B / Distribution

B2B product lookup

Search by SKU, model, compatibility, spec sheet content, and synonyms across your catalog.

Support

Support knowledge search

Search manuals, install guides, and warranty docs from one place. With citations.

Sales

Sales enablement

Reps search products and documents instantly and share grounded answers with prospects.

AI / RAG

AI product assistant

Ground a product Q&A or guided-buying assistant in real product, document, and image data.

DAM

Asset management

Find and reuse the right image, manual, or video. With permissions and product links.

05 / Integrations

Works with the storefronts you already run.

Apps for Shopify, WooCommerce, and BigCommerce. A clean API for headless. CSV, XML, and webhook feeds for everything else.

Shopify

App

Native app integration. Works alongside Search & Discovery for deeper diagnostics and add-on surfaces.

Read integration guide

WooCommerce

Plugin

Plugin-based install for messy attributes, SKU/model search, and zero-result repair.

Read integration guide

BigCommerce

App

App + headless-friendly install for catalog-heavy mid-market stores.

Read integration guide

Headless API

API

REST + GraphQL API, frontend components, and webhooks for custom storefronts.

Read integration guide

Product feeds

Feed

CSV, XML, JSON, and webhook feeds. Sync any catalog into Scouty.

Read integration guide

Documents and assets

Sync

Upload or sync PDFs, manuals, spec sheets, images, and media via API or DAM.

Read integration guide
Modular pricing

Start with a free expert audit. Add visual, document, AI, and assets as you grow.

A simple base plan plus optional add-ons. Talk to us for custom limits, AI workloads, or DAM-heavy teams.

Expert Audit

Free

Manual expert-led review of your storefront search and discovery experience.

Starter

$29 starting

Better product search and basic analytics for small stores.

Growth

$99 starting

Search recovery, semantic starter, and merchandising for catalog-heavy stores.

Pro

$299 starting

Multi-store, API, advanced analytics, starter Docs and Visual allowances.

Platform

Custom

Enterprise limits, SLA, SSO, audit logs, private deployment, custom onboarding.

Add-ons

  • Scouty Visual Image and similarity search
  • Scouty Docs Search PDFs, manuals, catalogs, and spec sheets
  • Scouty Semantic Match shopper intent, not just keywords
  • Scouty AI Retrieval system for AI Q&A and assistants
  • Scouty Assets DAM for product images, PDFs, videos, and assets
See full pricing

Manual expert review

A human looks at your store and tells you where search is leaking revenue.

A Scouty specialist sits with your storefront for an hour or two. They run the queries shoppers actually use. They check whether your filters hide products that should be findable. They flag the synonyms missing between your catalog vocabulary and your shoppers'. The report names what to fix first and what to leave alone.

  • Storefront search and discovery review
  • Sample query and zero-result risk review
  • Filter and facet UX review
  • Synonym and terminology opportunities
  • Add-on fit: Visual, Docs, Semantic, AI/RAG, Assets
  • Short report and recommended next step
Request a free expert-led Search Audit Book a demo

Reviewed by a human commerce specialist. No installation required.

07 / Common questions

Things teams ask before they start.

If yours isn't here, the audit is the fastest way to get it answered.

What is Scouty?
A search platform for ecommerce teams that have outgrown the search box. It indexes your products, documents, images, and assets, and makes them searchable from one place. Works on Shopify, WooCommerce, BigCommerce, and headless.
Who is Scouty for?
Stores with catalogs that have grown past native search: B2B sellers, catalog-heavy retailers, support teams, and headless ecommerce builds. Less useful if you have under 500 SKUs and clean product titles.
How is Scouty different from Algolia or basic search apps?
Algolia is search infrastructure for teams with engineers to operate it. Basic search apps are usually one feature with a settings page. Scouty is a managed platform that covers keyword, semantic, image, and document search plus AI Q&A and DAM, with a merchant-facing dashboard so non-engineers can run the show.
Can I start with one module?
Yes. Most stores start with product search and turn on visual, document, semantic, AI, or DAM as the catalog grows. Add-ons activate independently.
Is the Search Audit manual or automated?
Manual. A human Scouty specialist reviews your storefront and writes the report. No automated scan as part of the audit.

Get started

Ready to put one search bar across your products, documents, and assets?

Start with a free expert-led Search Audit. A Scouty specialist will review your storefront and recommend a clear next step.

Request a free expert-led Search Audit Book a demo