🚧 RayoSearch is in private beta. We're onboarding a small number of early users. Request access →
RayoSearch
Azure AI Search · Vector + Semantic

AI Search for
Websites —
live in minutes.

Connect your Azure AI Search index, customize your widget, and embed a single script tag. Your site gets production-ready AI-powered search — with typo tolerance, instant results, and smart ranking — without writing a line of backend code.

Request beta access → See how it works
No backend required
Works on any website
Live in under 15 min
AI Search for websites dashboard
comfortable running shoes for wide feet AI ⌘K
Cushioned Trail Runner X2 Footwear
Semantic match — wide toe box, arch support
$119.99
★ 4.8
Cloud Foam Athletic Shoe Footwear
Vector match — ultra-cushioned midsole
$94.99
★ 4.6
Everyday Knit Sneaker Wide Footwear
Exact match — wide fit, padded collar
$79.99
★ 4.7
3 of 128 results · semantic + vector View all →

Search that works the way your users think

Most website search fails users. It only matches exact keywords, breaks on typos, and returns irrelevant results. AI-powered search fixes this by using machine learning to understand what users actually mean — not just what they typed. RayoSearch makes it easy to add this to any website by connecting directly to your Azure AI Search index and delivering a fully functional, customizable search widget via a single embed script. No backend engineers. No infrastructure to manage. No months of development.

What is AI search?

Better results without the keyword games

Traditional search engines compare words. AI-powered search compares meaning. It uses vector embeddings to turn both your content and the user's query into numbers that represent concepts — then finds the closest match, even if the words are completely different.

  • Handles typos automatically
    Users don't need to spell perfectly. Fuzzy matching catches misspellings like "sneeker" and still returns sneaker results.
  • Understands intent, not just words
    "Affordable laptop with long battery" finds relevant products even if your catalog uses different language.
  • Returns relevant results — not just exact matches
    Semantic ranking surfaces the most useful content at the top, even for complex, multi-word queries.
  • Zero-result prevention
    When no exact match exists, AI fallbacks surface the closest alternatives so users never hit a dead end.
Without AI search
"sneeker" No results found
"comfy shoes for wide feet" No results found
"affordable laptop long battery" No results found
With AI search (RayoSearch)
"sneeker" 12 results · typo corrected
"comfy shoes for wide feet" 34 results · semantic match
"affordable laptop long battery" 18 results · intent understood

Why not just build it yourself?

Adding AI search to a website sounds simple. In practice, it's months of work.

Building search yourself
Building the search UI
Autocomplete, loading states, keyboard navigation, mobile layout — each one is a separate engineering task.
Query tuning
Getting results in the right order requires knowledge of BM25 scoring, boosting, and ranking functions that take months to learn.
Typo tolerance & fuzzy matching
Implementing Damerau-Levenshtein distance correctly without hammering your index takes significant effort.
Ongoing maintenance
Search relevance degrades as your catalog changes. You'll need to continuously monitor, retune, and redeploy.
With RayoSearch
UI is ready out of the box
The widget ships with autocomplete, keyboard navigation, loading states, and mobile support — fully customizable from a visual builder.
Relevance is handled for you
Azure AI Search's semantic ranking and vector embeddings handle result quality automatically, without manual tuning.
Typo tolerance is built in
Fuzzy matching is on by default. Users find results even when they misspell, abbreviate, or use different terminology.
Set it and forget it
Widget settings sync automatically when you update your configuration in the dashboard. No redeployment needed.

A faster way to launch AI-powered search without building everything from scratch.

Everything an AI-powered search tool needs

No configuration required to get started. Customize everything when you're ready.

Typo Tolerance

Damerau-Levenshtein fuzzy matching catches misspellings and near-matches automatically. Users always find results, even with bad spelling.

Instant Results as You Type

Results appear with every keystroke. Debounced inputs, smooth animations, and sub-100ms response times make search feel instant.

Faceted Filtering

Let users narrow results by category, price, tags, or any field in your index. Filter counts update in real time as selections change.

One-Line Embed Script

Drop a single script tag into any HTML page — no npm, no build step, no backend required. Works on Shopify, Webflow, WordPress, and more.

Azure AI Search Integration

Connects directly to your existing Azure AI Search index. Paste your endpoint and API key — your schema is read automatically.

Vector + Semantic Ranking

Combines keyword BM25 matching with vector embeddings via Reciprocal Rank Fusion. Get the precision of exact match plus the recall of AI.

Set up AI search in 3 steps

No backend engineers. No complex infrastructure. Under 15 minutes start to finish.

01

Connect your Azure AI Search index

Paste your Azure endpoint URL, index name, and read-only API key into the RayoSearch dashboard. The connection validates instantly and your schema is read automatically — no manual field setup.

02

Customize your search widget

Map your data fields (title, image, price, rating, description) using dropdowns. Choose a display mode — modal popup, inline, or full-page results. Set colors and layout to match your brand. See changes live in the preview.

03

Embed one script tag

Copy your generated script tag and paste it before the closing </body> tag on any page. Search goes live immediately. No build step, no npm install, no server restart needed.

index.html — Step 3 
<!-- Paste before </body> — that's it -->
<script
  src="https://cdn.rayosearch.com/widget.js"
  data-site-id="site_abc123"
  data-theme="light"
  async></script>
Live demo

Try the modal search experience

Click the search bar or press ⌘K to open the command-palette style search modal.

Built on enterprise AI infrastructure

Azure AI Search
Vector & semantic engine
OpenAI Embeddings
text-embedding-3-large
Global Reliability
99.9% SLA uptime
Enterprise Security
SOC 2 ready infrastructure

Explore more use cases

RayoSearch adapts to what you're building.

Embeddable Search Widget

Add a fully customizable search widget to your website with a single script tag. Visual builder, multiple display modes, keyboard shortcut support.

See the widget →
AI Search for E-commerce

Product cards, faceted filters, pricing, ratings, and AI-powered relevance — everything an online store needs to turn browsers into buyers.

See e-commerce search →

Frequently asked questions

Everything you need to know before getting started.

What is AI search for websites?
AI search for websites uses machine learning to understand the meaning behind a user's query — not just match keywords. It handles typos, interprets intent, and returns more relevant results. Instead of comparing words, it compares concepts, so users find what they're looking for even when they don't know the exact right words.
How is this different from basic keyword search?
Basic keyword search only returns results that contain the exact words the user typed. If they misspell, use a synonym, or describe something conceptually ("comfortable shoes for wide feet"), they get zero results. AI search understands context and meaning, so it finds relevant matches regardless of exact wording.
Can I use my existing Azure AI Search index?
Yes. RayoSearch connects directly to your existing Azure AI Search index. Paste your endpoint URL, index name, and read-only API key — RayoSearch reads your schema automatically and maps your fields with dropdown selectors. You don't need to change anything about your existing index.
How long does setup take?
Most users are live in under 15 minutes. Connect your index (2 min), configure the widget with the visual builder (5–10 min), then paste one script tag into your HTML. That's it — search is live immediately with no build step or server restart.
Do I need a frontend framework or build step?
No. The RayoSearch widget loads from a CDN via a single <script> tag. No React, no Vue, no npm, no build tools required. It works on any website — Shopify, WordPress, Webflow, Wix, or a plain HTML file.
Private Beta — Limited spots available

Add AI search to your website today

Fast setup. No frontend work required. Built for developers and founders who want production-ready search without months of engineering.

Request beta access → See the widget
No credit card required
Live in under 15 minutes
Works on any website
🚧 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.