Audience and opinion research
Analyze reviews, comments, posts and reactions.
Prompt
Find what people are complaining about with this product
Find what people are complaining about with this product
Beyond standard web search
Let your AI know what people actually say
Reviews, comments, video transcripts and public discussions, collected and structured with citations, right in your chat. Plus maps, websites and PDFs when you need them.
Free to startNo installWeb, maps, social & docsStructured output
User
What do people complain about when choosing a meal delivery service?
What do people complain about when choosing a meal delivery service?
Running data task
Structured output
RedditYouTubeCommentsReviews
| Theme | Mentions | Sources | Example |
|---|---|---|---|
| Quality drops over time | high | “a pretty big nosedive” | |
| Cancellation friction | high | “they just pause it” | |
| Box arrives warm | mid | “warm and damp” |
Task coverage
Use cases first
Tasks you can run in your chat
Choose a task, ask in chat and get structured data back.
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
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.
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
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
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
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
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
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
Products, pages and documents
prices, descriptions, tables, PDFs, reports, long pages
prices, descriptions, tables, PDFs, reports, long pages
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
Proof of work
Real research, run through BRONTIR
Each example shows the exact prompt, the sources used, what it cost, and links to the underlying data.
What 629 customer comments reveal about meal-kit complaints
Nine complaint themes, pulled from real Reddit and YouTube comments.
We read 108 minutes of treadmill reviews and 580 owner comments
What owners say in the comments the glowing reviews skip.
The exact words people use for desk-job back pain
60+ verbatim phrases for copywriting, grouped by register.
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.
GoogleWebsitesProduct pagesNews
Maps and local
Research places, services, reviews, local competitors and nearby business options.
Google MapsLocal businessesReviews
Video and creators
Work with videos, channels, comments, transcripts, creator signals and audience reactions.
YouTubeTikTokTwitch
Social platforms
Read public discussions, profiles, posts, comments, complaints, audience themes and market signals.
RedditX / TwitterInstagramFacebookLinkedInThreadsBlueskyPinterestSnapchatTruth Social
Documents and files
Pull useful numbers, tables and claims from PDFs, long pages, images and source documents.
PDFsTablesImagesMore public sources on request
For AI agents
Not sure where to start? Ask your agent.
Point your AI assistant at our capabilities doc and let it tell you — in your own words — exactly what it can research for you with BRONTIR.
Paste into your AI
Read https://brontir.com/docs.md and tell me what you could research for me with it.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.
A lightweight toolkit
Just a few simple tools that keep your assistant fast and focused — with dozens of sources and services behind them.
Sorted by what matters
Every source comes with a short summary and a note on how useful it is, so your assistant skips the noise.
Only the useful parts
Your assistant reads just the parts that matter, not entire pages — so each task is faster and costs you less.
Setup after value
How it works
Setup is self serve and takes a minute — connect over MCP with OAuth, no install, then ask.
1
Create account
Sign up and confirm your email — no card required.
2
Get free credits
10,000 credits added automatically to try real tasks.
3
Connect your client
Add the hosted MCP endpoint and authorize with OAuth. Nothing to install.
4
Ask for data
Find, extract, compare, summarize or structure public data.
Plans & pay as you go
Pricing that scales with your work
Start free, then choose a monthly plan or pay as you go with top-up credits. No sales call required.
See what individual tasks cost — searches, page reads, transcripts & more →