Interact with Articles Research papers Blog posts Technical documentation with voice-enabled page analysis and follow-up Q&A.

Structure Queries prepares the page, surfaces the key structure, and lets you ask follow-up questions by voice without losing the source context.

Coming soon on webstore

Try the web client

Live Page Context Source page

User

Summarize the main ideas and show which sections support them.

Bot

I mapped the page structure, pulled out the key points, and can answer follow-up questions while staying close to the source.

Page-aware Structured context from dense pages before the conversation starts.

Conversational Ask natural follow-up questions instead of reading line by line.

Source-backed Answers stay anchored to the source content already on the page.

Explicit Open

Open the web client when you want to use it

This landing page keeps the plugin UI unloaded until you explicitly open it. That means the embedded client does not send app API requests from this page until you click below.

Opening the client loads the interactive UI at /web-client and starts normal health, auth, analysis, and voice requests only after that point.

Paste a public URL Run the full page analysis flow here for articles, docs, blog posts, and other dense webpages.

Reuse your Samsar session Existing samsar.one sessions carry across here. If needed, login or registration opens before analysis starts.

Ask by voice and manage credits Use voices, advanced options, credit usage, and recharge flows without leaving the landing page.