🚧 RayoSearch is in private beta. We're onboarding a small number of early users. Request access →
RayoSearch
Built for ecommerce stores

Your shoppers
search to buy.
Stop failing them.

43% of shoppers go straight to the search bar when they land on your store. They have purchase intent. They have their wallet open. And if your search returns irrelevant results, they leave — and buy from someone else.

RayoSearch delivers AI-powered product search with instant results, smart filtering, and rich product cards — embedded into any store in under 30 minutes.

Request beta access → See how it works
Works on any store platform
No backend code required
Live in under 30 minutes
Ecommerce AI search widget showing product results
Revenue today
$12,840
+24%
Last 12 hours · search-attributed
Search → Purchase rate
vs. 1.1% browse-only 3.8% ↑ 1.2%
43%

of shoppers go straight to the search bar when landing on a new store

2–3×

higher conversion rate for visitors who use search vs. those who browse

68%

of shoppers abandon a store after a single failed search experience

$2T+

in global ecommerce sales influenced by site search annually

The problem with most store search

Your default search is silently killing conversions.

The search that shipped with your platform was built to be "good enough." It isn't. It doesn't understand what shoppers mean — only what they literally typed. A misspelling returns nothing. A synonym returns nothing. A natural language query like "gifts under $50 for mom" returns nothing. And every one of those failures is a sale you didn't make.

Keyword-only matching
If your product is called "trainers" and a shopper types "sneakers," they see zero results — even though you have exactly what they want.
No typo tolerance
"womens sneeker" fails silently. The shopper assumes you don't carry it and leaves.
No faceted filtering
Shoppers want to filter by size, color, price, and rating simultaneously. Generic search can't do this.
Zero visibility into failures
You don't know what people searched for and didn't find. You can't fix what you can't see.
yourstore.com/search?q=sneakers
sneakers 0 results

No results found for "sneakers"

Try a different search term or browse our categories.

Shoes Running Sport Footwear

Shopper lost. Sale lost.

Your store sells "trainers" — but this shopper typed "sneakers." Default keyword search saw zero matches and gave up. RayoSearch would have matched both.

How RayoSearch works

From "out of the box" to AI search in 30 minutes

No engineers. No backend. No rebuilding your store.

01

Connect your index

Link your Azure AI Search product index. RayoSearch reads your schema automatically — product names, prices, images, categories, and custom fields.

02

Map your fields

Tell RayoSearch which fields are your title, price, image, and URL using our visual field mapper. No config files, no JSON to write.

03

Design your widget

Choose your layout (inline, dropdown, or modal), colors, filters, and card style. Preview changes live before publishing.

04

Paste one script tag

Copy the embed code and paste it into your store theme. Works on Shopify, WooCommerce, Webflow, or any custom HTML.

running shoes for women under $120 AI matched
CloudRun 3
$89
★ 4.8
TrailLite X
$109
★ 4.6
FlexStride W
$99
★ 4.9
Size: 8 Color: Black Price: $80–$120 ★ 4.5+ 47 results
< 100ms
Response time
0 results
Zero-result rate
4.1%
Conversion rate
What shoppers actually see

Search that understands shoppers — not just keywords.

When a shopper types "running shoes for women under $120," they don't want a keyword match — they want relevant products. RayoSearch uses Azure AI Search to understand meaning, match synonyms, tolerate typos, and rank results by relevance — not just text similarity.

  • Semantic intent matching
    "Comfortable shoes for standing all day" finds orthopedic and ergonomic footwear even if those exact words aren't in your product copy.
  • Rich product cards
    Results display as cards with images, pricing, star ratings, and review counts. Shoppers get everything they need to decide — without clicking through.
  • Instant faceted filters
    Size, color, price range, brand, rating — filters appear from your actual index fields and update counts in real time as shoppers narrow their selection.
  • Search-to-results page
    Power users can hit Enter and land on a full results page with grid/list toggle, sorting, and pagination — same AI ranking, more screen real estate.

Everything your store search needs. Nothing it doesn't.

Designed around how real shoppers search — not how your platform's default search was built.

AI Semantic Ranking

Results ranked by what a shopper means — not just what they typed. Powered by Azure AI Search vector embeddings. Longer-tail queries that used to fail now convert.

Typo & Synonym Tolerance

"sneekers," "tenis shoes," "joggers" — all return the right results. Fuzzy matching and configurable synonym rules catch what strict keyword matching misses.

Product Card Display

Show image, price, rating, review count, and custom badges in search results — no click-through required. Reduce friction from search to add-to-cart.

Faceted Filters

Category, price range, size, color, brand, rating, availability — any field in your index becomes a filterable facet. Result counts update instantly.

Full Results Page

A dedicated search results page with grid and list layouts, sorting by price/relevance/rating, pagination, and a sidebar filter panel — all auto-generated from your config.

Search Analytics Dashboard

Top queries, zero-result terms, click-through rates, and search-to-purchase trends. Know what your customers want — including what you're not stocking.

Visual Widget Builder

No-code design interface for your search widget. Customize colors, card layouts, placeholder text, icon styles, and filter placement — with a live preview before you publish.

One Script Tag Embed

Copy a single <script> tag and paste it into your theme. Works on Shopify, WooCommerce, Webflow, BigCommerce, or any custom-built store. No plugin, no app install.

Zero-Result Alerts

Automatically surface every query that returned no results. These are unmet demand signals — use them to improve product descriptions, add new products, or configure synonyms.

RayoSearch vs. your platform's built-in search

Built-in search was built for the platform. RayoSearch was built for your shoppers.

Capability Platform default search RayoSearch
Semantic / AI relevance ✕ ✓
Typo & misspelling tolerance ✕ ✓
Synonym support ✕ ✓
Natural language queries ✕ ✓
Rich product card results ✕ ✓
Real-time faceted filters ✕ ✓
Full search results page ✓ ✓
Zero-result analytics ✕ ✓
Search CTR tracking ✕ ✓
Visual no-code customization ✕ ✓
Works across any platform ✕ ✓
Basic keyword matching ✓ ✓

Built for every type of ecommerce store

The search problems are different. The solution is the same.

Fashion & Apparel

Shoppers filter by size, color, occasion, and style simultaneously. "Casual summer dress under $80 in blue" should work — and with RayoSearch, it does.

  • Filter by size, color & style
  • Natural language outfit queries
  • Similar product recommendations
  • Visual product cards with variants

Electronics & Tech

Spec-heavy catalogs where "8GB RAM laptop under $800" needs to parse structured data. Faceted filters by specs, compatibility, and category make complex decisions easier.

  • Spec-based filtering
  • Compatible product matching
  • Price range sliders
  • Technical keyword + semantic hybrid

Home & Lifestyle

"Grey sectional sofa that fits in a small apartment" — this is how people search. Semantic search handles descriptive, intent-rich queries that keyword search was never built for.

  • Room type & style filters
  • Dimension-based filtering
  • Bundle & collection results
  • High-intent descriptive queries
Search analytics included

Your search bar is your most honest focus group.

Every search query is a shopper telling you exactly what they want. RayoSearch captures all of it — top queries, failed searches, what they clicked, and what they ignored.

Top queries
See what your customers are searching for — and make sure those products are front and center.
Zero-result terms
Every failed search is a missed sale. Review weekly and fix the gaps — add synonyms, update descriptions, or source new products.
Click-through rate
Track which searches convert to clicks. Low CTR means irrelevant results — high CTR means your search is working.
Learn more about search analytics
Search Analytics — Last 7 days
Live
4,821
Total searches
+18% vs last week
3.8%
Search CVR
+0.6% vs last week
94
Zero-result queries
-12 vs last week
Top search queries
running shoes women 312 searches · 4.2% CVR
blue denim jacket 218 searches · 5.1% CVR
wool socks 187 searches · 3.9% CVR
winter coat sale 156 searches · 6.3% CVR
sneakers size 9 134 searches · 4.7% CVR
Zero-result queries this week
veja sneakers Fix →
organic cotton hoodie Fix →
waterproof trail runner Fix →

Common questions

Does RayoSearch work on Shopify?
Yes. RayoSearch works on any website via a single JavaScript embed tag — Shopify, WooCommerce, BigCommerce, Webflow, or a custom-built store. There's no platform-specific plugin required. You paste one <script> tag into your theme and it works.
Do I need a developer to set this up?
No. The setup process is entirely no-code. You connect your Azure AI Search index, use our visual field mapper, design your widget with the builder, and paste one embed code. Most merchants are live in under 30 minutes without any technical help.
What is Azure AI Search and do I need it already?
Azure AI Search is Microsoft's managed AI search service. RayoSearch uses it as its search engine layer — it handles vector indexing, semantic ranking, and query processing. You'll need an Azure AI Search index with your product data. During onboarding, we help you understand how to connect it.
How does it handle a large product catalog?
Azure AI Search scales to millions of documents. RayoSearch queries your index directly — there's no secondary sync or size limit imposed by us. Large catalogs actually benefit most from AI search because manual browsing becomes impractical at scale.
What does "zero-result query" mean and why does it matter?
A zero-result query is a search that returned no products at all. These are critical signals — they tell you what shoppers wanted but couldn't find. High zero-result rates directly correlate with abandoned sessions and lost revenue. RayoSearch surfaces these in your analytics dashboard automatically.
Private beta — limited spots available

Every failed search is a
sale you didn't make.

Join ecommerce stores using RayoSearch to turn their search bar into their highest-converting acquisition channel.

Request beta access → Compare search solutions

Free during beta · No credit card required · Live in under 30 minutes

🚧 Private Beta

Join the beta program

We're onboarding a small group of early users. Beta members get full access, hands-on onboarding support, and a direct line to shape the product roadmap.

Beta Program
Free
Until public launch
LIMITED SPOTS
  • 1 site during beta
  • Direct onboarding & setup support
  • Feature requests prioritized
  • Free access until public launch
  • Locked-in early adopter pricing

Request access

We'll review your application and reach out within 2–3 business days.

No spam, ever. We'll only reach out about your application.