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 work with public data
Search results, social posts and reviews, video transcripts, maps and local listings, stores, apps, ads and research — collected, structured and cited, right in your chat. Plus any page or PDF.
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
Mention tracking
See where a phrase turns up across the web.
Prompt
Find pages mentioning this term, one per site, with the passage and the date
Find pages mentioning this term, one per site, with the passage and the date
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.
Local market mapping
List every business of a kind in a place.
Prompt
List every dentist in Munich rated above 4.5 with more than 50 reviews
List every dentist in Munich rated above 4.5 with more than 50 reviews
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
Competitor ad research
See the ads a brand runs and what they say.
Prompt
Show me the ads this competitor is running now, where, and what the creatives say
Show me the ads this competitor is running now, where, and what the creatives say
Product and catalog research
Search store catalogues and extract product data.
Prompt
Compare prices and ratings for this product across the big stores
Compare prices and ratings for this product across the big stores
Property research
Read a home listing end to end.
Prompt
Pull the price history, taxes and schools for this home listing
Pull the price history, taxes and schools for this home listing
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, every option in a city, what people say, what it costs
who to choose, every option in a city, what people say, what it costs
Competitors and markets
positioning, pricing, messaging, the ads they run, where their name appears
positioning, pricing, messaging, the ads they run, where their name appears
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 — across two independent web indexes, not one.
GoogleDuckDuckGoWebsitesProduct pagesOperators like site:
Mentions across the web
See where a phrase turns up across the web, one page per site — the passage, its date and its tone, far past the first page of results.
Web mentionsPassagesPublication datesTone of the wording
Maps and local
Research places, services, reviews and local competitors — or list every business of one kind in a city, filtered by rating.
Google MapsLocal businessesReviewsLists by conditionBusiness updates
Reviews and ratings
Find a company, hotel or restaurant, then read what customers actually say: the score, how the stars break down, and the reviews themselves.
TrustpilotTripadvisorStar breakdowns
Apps and app stores
Search both stores, see what ranks in a category and read what users say about any app — market by market.
App StoreGoogle PlayStore rankings
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
Search visibility
Measure how sites and markets perform in search: keyword demand, rankings, competitors, backlinks and how interest in a term moves over time.
Keyword demandRankingsSearch interestBacklinksDomain profiles
Documents and files
Pull useful numbers, tables and claims from PDFs, long pages, images and source documents.
PDFsTablesImagesMore public sources on request
News and coverage
Follow what is being published about a subject right now: the publisher, the exact time it went out and a link straight to the source.
Google NewsPublisher linksPublication dates
Products and prices
Search a store for what it sells — price, rating, badges — then open any listing for its specifications, sellers and reviews.
AmazonWalmartGoogle ShoppingPricesRatingsSellers and offers
Research and patents
Papers, preprints and theses with how often each is cited, patents in full text with their legal status, and the author profiles behind both.
Google ScholarGoogle PatentsCitation countsFull patent textAuthor profiles
Jobs and hiring
Openings from job boards, aggregators and employers' own career pages — the role, where it is based, the employment type and the pay where stated.
Google JobsEmployersJob boards
Travel and stays
Hotels and rentals for a place, or flights on a route, priced for the dates you name — with ratings, amenities and the sites quoting them.
Google HotelsGoogle FlightsNightly ratesOne-way fares
Homes and property
One home as the listing holds it: the asking price or rent, the rooms, the price and tax history, and the assigned schools.
ZillowFor sale and rentPrice and tax historyAssigned schools
Markets and finance
Open a listed company by its symbol and read its own reported figures: revenue, margins, earnings, assets and cash flow, quarter by quarter.
Google FinanceReported figuresQuotes by symbol
Ads and creatives
See what a brand is advertising right now: every version of the wording, the countries and dates it runs in, and what the creative itself shows.
FacebookInstagramTikTokLinkedInGoogleCreative descriptions
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, news, maps, products, research, 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 now — 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 →Monthly plans
Recurring allowance for steady, ongoing research.
Starter
€5/mo
For light, occasional research. A comfortable daily allowance.
Choose StarterPlus
€15/mo
For regular users who research most days of the week.
Choose PlusPro
€50/mo
For power users running frequent, larger research sessions.
Choose ProMax
€125/mo
For heavy daily use across many projects.
Choose MaxMax+
€350/mo
Our most generous plan for the most demanding workloads.
Choose Max+Top-up credit packages
Prefer pay as you go? Buy credits once and spend them whenever — they don't reset monthly.
Small
90,000credits
€20
For everyday personal use
Medium
200,000credits
€40
For advanced users
Big
550,000credits
€100
For professional use
Huge
1,250,000credits
€200
For in-depth professional research
Credits are added to your balance instantly after checkout and used only for actual data tasks.
Questions or setup help?
Write to us — company details are on the contact page.