AI commerce discovery
Stop losing sales to bad product search.
Scouty unifies product, semantic, image, document, and AI search across your store — and surfaces the searches you're losing. Zero-result queries, missed synonyms, weak filters, broken discovery: detect them, fix them, recover the revenue.
- Manual expert review
- Works with your stack
- Free to evaluate
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.
Built for modern commerce stacks
- S Shopify
- W WooCommerce
- B BigCommerce
- H Headless API
- P Product Feeds
- D Documents
- A Assets
The problem
Your product knowledge is scattered everywhere.
Catalogs, PDFs, manuals, images, folders, ecommerce platforms, internal systems. Shoppers, support teams, and AI assistants pay for that fragmentation every day.
Products are tagged 'crimson linen midi'. The shopper's vocabulary doesn't match the catalog's.
Native search misses fitment data and spec-sheet content. The buyer leaves.
Products use 'moisture repair concentrate' and 'rehydration complex' instead.
Product titles use model numbers only. The shopper has no idea which one fits.
The platform
One discovery layer for your commerce knowledge base.
Scouty unifies product search, semantic understanding, visual similarity, document retrieval, AI Q&A, and digital asset management.
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
Semantic Search
Match shopper intent. Natural-language queries, vector retrieval, query expansion.
- Natural-language matching
- Vector / embedding retrieval
- Optional reranking
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
Document Search
PDFs, manuals, catalogs, and spec sheets become searchable and linkable to products.
- Page-level snippets
- Product ↔ document linking
- OCR + metadata
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
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
Use cases
Made for the people who actually use search.
Shoppers, B2B buyers, support agents, sales reps, and AI assistants — all working from the same product knowledge base.
Storefront discovery
Help shoppers find products by intent, attribute, image, or natural language.
B2B product lookup
Search by SKU, model, compatibility, spec sheet content, and synonyms across your catalog.
Support knowledge search
Search manuals, install guides, and warranty docs from one place — with citations.
Sales enablement
Reps search products and documents instantly and share grounded answers with prospects.
AI product assistant
Ground a product Q&A or guided-buying assistant in real product, document, and image data.
Asset management
Find and reuse the right image, manual, or video — with permissions and product links.
Integrations
Works with the storefronts and feeds you already use.
Native integrations on Shopify, WooCommerce, and BigCommerce. A clean API for headless. Product feeds and document sync for everything else.
Shopify
AppNative app integration. Works alongside Search & Discovery for deeper diagnostics and add-on surfaces.
Read integration guideWooCommerce
PluginPlugin-based install for messy attributes, SKU/model search, and zero-result repair.
Read integration guideBigCommerce
AppApp + headless-friendly install for catalog-heavy mid-market stores.
Read integration guideHeadless API
APIREST + GraphQL API, frontend components, and webhooks for custom storefronts.
Read integration guideProduct feeds
FeedCSV, XML, JSON, and webhook feeds. Sync any catalog into Scouty.
Read integration guideDocuments and assets
SyncUpload or sync PDFs, manuals, spec sheets, images, and media via API or DAM.
Read integration guideModular 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
Manual expert review
A Scouty expert reviews your storefront, product discovery, and catalog search experience — manually.
This is not an automated scan. A commerce search specialist looks at your storefront, sample queries, filters, synonym opportunities, and your fit for visual, document, semantic, AI/RAG, and DAM add-ons. You receive a short report and a recommended next step.
- 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
Reviewed by a human commerce specialist. No installation required.
Common questions
Things teams ask before they start.
What is Scouty?
Who is Scouty for?
How is Scouty different from Algolia or basic search apps?
Can I start with one module?
Is the Search Audit manual or automated?
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.