Market and competitor research
Compare competitors, pricing and positioning.
Prompt
Compare these 5 competitors and show what’s actually different
Compare these 5 competitors and show what’s actually different
More than standard web search
Let your AI work with public data
Go beyond standard web search. Let your AI work with websites, maps, social platforms, videos, PDFs and other public sources, then return structured data directly in your chat.
Self serve
Usage based balance
MCP compatible
Works in your AI client
User
Find a good wedding photographer in Austin, not crazy expensive
Find a good wedding photographer in Austin, not crazy expensive
Running data task
Structured output
Maps
Websites
Reviews
Public pages
| Name | Rating | Website | People mention |
|---|---|---|---|
| Luna Studio | 4.7 | Found | Calm style |
| North Loop Photo | 4.5 | Found | Outdoor shots |
| Wild Oak | 4.4 | Found | Fast replies |
Task coverage
Use cases first
Tasks you can run in your chat
Choose a task, ask in chat and get structured data back.
Local business research
Collect places, ratings, reviews and contacts.
Prompt
Find reliable moving companies nearby with reviews, websites and rough prices.
Find reliable moving companies nearby with reviews, websites and rough prices.
Lead and company research
Build lead lists and company briefings.
Prompt
Find companies that might need this and make an outreach list
Find companies that might need this and make an outreach list
Social data analysis
Analyze posts, comments and reactions.
Prompt
Find what people are complaining about with this product
Find what people are complaining about with this product
Content and creator research
Work with videos, transcripts and comments.
Prompt
Find recent YouTube videos about this and summarize the comments
Find recent YouTube videos about this and summarize the comments
Product and catalog research
Extract product data from public pages.
Prompt
Pull products and prices from these pages into a table
Pull products and prices from these pages into a table
Document and source research
Extract data from PDFs and long sources.
Prompt
Read this PDF and pull out the important numbers
Read this PDF and pull out the important numbers
Everyday AI research
Let your AI collect and compare information.
Prompt
Give me a quick brief on this company before my call
Give me a quick brief on this company before my call
Prompt examples
What you can ask about
Local services and places
who to choose, where to go, what people say, what it costs
who to choose, where to go, what people say, what it costs
Competitors and markets
positioning, pricing, messaging, offers, public signals
positioning, pricing, messaging, offers, public signals
Companies and leads
who matches your ICP, who to contact, what to know before outreach
who matches your ICP, who to contact, what to know before outreach
Reviews and complaints
recurring themes, sentiment, pain points, common objections
recurring themes, sentiment, pain points, common objections
Videos and social discussions
comments, reactions, creators, topics, audience signals
comments, reactions, creators, topics, audience signals
Products, pages and documents
prices, descriptions, tables, PDFs, reports, long pages
prices, descriptions, tables, PDFs, reports, long pages
Sources you can work with
Public sources, grouped by the job.
Keep the mental model simple: choose the kind of source you need, then ask your AI to search, open, compare, extract or summarize public data.
Web and search
Find pages, open sites, compare public information and turn messy pages into structured results.
Google
Websites
Product pages
News
Maps and local
Research places, services, reviews, local competitors and nearby business options.
Google Maps
Local businesses
Reviews
Video and creators
Work with videos, channels, comments, transcripts, creator signals and audience reactions.
YouTube
TikTok
Twitch
Social platforms
Read public discussions, profiles, posts, comments, complaints, audience themes and market signals.
Reddit
X / Twitter
Instagram
Facebook
LinkedIn
Threads
Bluesky
Pinterest
Snapchat
Truth Social
Documents and files
Pull useful numbers, tables and claims from PDFs, long pages, reports and source documents.
PDFs
Tables
Reports
More public sources on request
Why use it
Built for data tasks inside AI chat
One connection, many sources
Search, maps, websites, videos, social platforms and documents through one MCP layer.
Works in your chat
Ask naturally and get the result inside your LLM client.
Useful without code
No custom rules, scripts or extra dashboards.
Flexible for developers
A tool layer for agents and automated data tasks.
Cost efficient rendering
Use rendered pages when needed, not by default.
Structured output
Data your assistant can summarize, compare and transform.
Setup after value
How it works
After you understand what tasks you want to run, setup is simple and self serve.
1
Create account
Sign up and open your workspace.
2
Add balance
Top up and use the service based on actual tasks.
3
Install MCP
Download the MCP server for your LLM client.
4
Connect client
Use it from any MCP compatible client.
5
Ask for data
Find, extract, compare, summarize or structure public data.
Usage based balance
Create an account, add balance and use it for actual data tasks. No sales call required.
Self serve account
Pay as you use
Top up when needed