Powered by Gemini 3.5 Flash-Lite · Grounded RAG

Turn your website into a voice search assistant

Crawl. Embed. Answer. Visitors speak or type — get grounded AI replies with zero hallucination. One line of JavaScript. Live in minutes.

<50ms
Cache response
90%+
Tokens saved
0
Hallucinations
VoiceScribe Assistant
Online · Indexed 142 pages
"How do I reset my account password?"
To reset your password, go to Settings → Security, click "Forgot password", and follow the email link. The link expires after 30 minutes.
Grounded in /docs/security · 3 sources
Ask anything
Cache hit
0 tokens · 38ms
Grounded
100% from your site

Built for teams that ship documentation, support, and product knowledge

Notion-style docs Help Centers eCommerce Stores SaaS Onboarding Universities Internal Wikis
Notion-style docs Help Centers eCommerce Stores SaaS Onboarding Universities Internal Wikis
How it works

Three steps. Live in minutes.

No models to train. No infrastructure to manage. Just paste your URL and one line of JavaScript.

01

Register your URL

Drop your website URL. We auto-detect sitemap.xml or crawl relative links — your choice.

02

Auto-crawl & embed

HTML boilerplate stripped, content chunked into semantic blocks, and Gemini embeddings stored in your vector index — all async.

03

Embed 1 line of JS

Paste the script tag anywhere. Visitors speak or type — your assistant answers from your own content with citations.

The platform

Everything you need for grounded voice search

A complete engine — from crawler to vector store, from LLM router to live analytics — engineered for sub-50ms cache hits and zero hallucination.

Module 01

Crawling & Vector Indexing Engine

Sitemap discovery, boilerplate cleaning, semantic chunking (300–500 words), and Gemini embedding generation — all running as background queue jobs.

crawl-worker · queue
→ Discovered 142 URLs in sitemap.xml
→ Chunked 3,841 semantic blocks
→ Generated 3,841 embeddings
✓ Index ready · 812ms
Module 02

Dual-Layer Q&A Cache

Exact MD5 hash match → semantic vector cosine ≥0.92 → LLM fallback. Save 90%+ tokens.

Exact hit 38ms
🧠 Semantic 120ms
🤖 Gemini LLM 820ms
Module 03

1-Line JS Widget

Drop-in voice assistant with hands-free STT + TTS via Web Speech API.

<script src=".../widget.js"
data-site-token="TOKEN" ></script>
Module 04

Client Dashboard

Websites manager, sandbox tester, and live token analytics per site.

Websites Sandbox Token feed 14-day chart
Module 05

Admin Intelligence Center

View-as-client impersonation, global sites directory, cache hit-rate matrix, queue health.

Impersonation Live audit
The widget

Hands-free search.
Spoken answers.

Visitors click the mic, speak naturally, and hear grounded answers read aloud — powered by HTML5 Web Speech API. No keyboard, no friction, no leaving the page.

  • SpeechRecognition (STT) — accurate voice-to-text in the browser.
  • SpeechSynthesis (TTS) — answers spoken aloud, hands-free.
  • Public-token secured API POST /api/v1/widget/ask.
  • Citation chips — every answer links back to its source page.
Get your widget token
acme-docs.com/help
Ask Acme Docs
live
"What's your refund policy?"
Refunds available within 14 days for monthly plans. See /refunds.
Live token analytics

Watch your tokens — and your bill — shrink in real time

Every request is tagged with its resolution path, latency, and token consumption. Filter by site, drill into 14-day trends, and watch the live activity feed as visitors ask questions.

Total tokens
1,284,920
↑ 12% vs last week
Embedding
412,308
32% of total
Answer (LLM)
872,612
68% of total
Saved via cache
11.4M
90.2% savings
Token consumption
Last 14 days · acme-docs.com
LLM Embed Saved
D14
D13
D12
D11
D10
D9
D8
D7
D6
D5
D4
D3
D2
Today
Live API activity
streaming
Exact cache hit 38ms · 0 tok
"how to reset password"
🧠
Semantic cache 120ms · 0 tok
"where can I find billing"
🤖
Gemini LLM 820ms · 312 tok
"compare pro vs enterprise plans"
Exact cache hit 42ms · 0 tok
"refund policy"
🧠
Semantic cache 110ms · 0 tok
"do you support sso"
812ms
Average fresh-answer latency
90.2%
Aggregate cache hit rate
3,841
Avg. chunks per site
0.92
Cosine similarity threshold
Set up in under 5 minutes

Give your website
a voice.

Paste your URL. Get your token. Embed one line of JavaScript. Your visitors will be talking to your docs by lunch.

No credit card required · 500 free queries / month