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
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
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, the ads they run
positioning, pricing, messaging, offers, the ads they run
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. Two independent web indexes rather than one: run the same question through both and roughly three quarters of what the second returns is missing from the first — it leans towards independent specialist sites where the first leans towards the large discussion platforms.
GoogleDuckDuckGoWebsitesProduct pagesOperators like site:
Maps and local
Research places, services, reviews, local competitors and nearby business options.
Google MapsLocal businessesReviews
Reviews and ratings
Find a company, hotel or restaurant by name or by what it does, then read what customers say about it: the score, how the stars break down, and the reviews themselves with the replies they got.
TrustpilotTripadvisorStar breakdowns
Apps and app stores
Search either catalogue, browse what ranks in a category, and open a listing: publisher, price, current version and update date, together with what users say about it. Each country runs its own store, so the market you name decides what you see.
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, links and domain profiles.
Keyword demandRankingsBacklinksDomain 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 — up to a hundred articles from one query, each with its publisher, the exact time it went out and a link to the publisher's own page rather than to an aggregator. Headlines only: open an article to read what it actually says.
Google NewsPublisher linksPublication dates
Products and prices
What a search brings up in a store: the product, its price, its star rating and the badges the store puts on it. Amazon reads one national store at a time — twenty-two of them, each with its own catalogue, currency and language; Walmart is the United States store. A result is a listing, not the product page, so it carries no description, seller or review text — and Walmart intermittently answers with every price missing, which the results say plainly rather than leaving it to read as free goods.
AmazonWalmartPricesRatings
Research and patents
Scholarly articles, preprints and theses with how often each has been cited — and, for any one of them, what cites it and which other versions exist. Patents and applications alongside, narrowed by holder, inventor, filing date, office or legal status, each with the offices it stands in force in. Neither carries full text: open a result to read the paper or the patent itself.
Google ScholarGoogle PatentsCitation counts
Jobs and hiring
Openings gathered from job boards, aggregators and employers' own career pages, with the employer, where the job is based, the kind of employment and the pay where it is stated. Two limits worth knowing before you ask: nothing comes back anywhere in the European Economic Area, because the source does not run there at all, and about three links in four lead to a job board re-posting the role rather than to the employer.
Google JobsEmployersJob boards
Ads and creatives
See what a brand is advertising right now: the wording of every version, the countries it runs in with each one's own start and end dates, the page it sends people to — and a description of what the creative actually shows. No platform publishes what an advertiser spends, and how often an ad was seen is available only in the markets whose rules require it.
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 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 →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.