Deep research &
outbound
agents
for niche GTM
Describe a market no filter can express. Causo researches it company by company on the live web, shows you the evidence behind every match, and writes the outreach from what it found.
Point it at a niche
Describe the market in a sentence. Causo agents use frontier models and frontier search APIs to work out what to look for, then go and read the primary sources.
No list to buy? Good.
Causo reads the open web the way a researcher would: company sites, filings, job posts, registries, trade directories. If it’s online, it gets read.
Research, not a row in a table
Every company comes back with what it does, why it fits, and where that came from.
Ask it anything
The questions no database can answer, with the sources behind every answer.
+3Emails that read the room
Every line starts from something the swarm found, not a merge field with a logo next to it.
+18This page has become unresponsive. Your browser is out of memory (RAM).
What we dislike
You deserve betterNeed something else than B2B leads?
Causo works great for B2B, but you can also use it for other things.
VC Fundraising
Causo for Fundraising finds the right VCs, writes personalized outreach, and gets you pitch meetings while you build. The original raccoon product.
Explore fundraising →Recruitment / Expert search
Find and reach the exact people you need to hire, or the domain experts worth talking to, with the same reasoning and verified-contact engine.
Waitlist pls →Pricing
Most popular
- 40 tokens / month
- Monthly allowance only
- Everything in LET ME TRY
- 350 tokens / month
- One-time top-ups ($0.30 / token)
- Everything in FOUNDER’S DELIGHT
- 1,200 tokens / month
- One-time top-ups ($0.30 / token)
- Connect up to 3 mailboxes
- Everything in SERIOUS BUSINESS
- 2,500 tokens / month
- One-time top-ups ($0.30 / token)
- Connect up to 5 mailboxes
- Team seats, shared workspace
- 40 tokens / month
- Monthly allowance only
- Everything in LET ME TRY
- 350 tokens / month
- One-time top-ups ($0.30 / token)
Most popular
- Everything in FOUNDER’S DELIGHT
- 1,200 tokens / month
- One-time top-ups ($0.30 / token)
- Connect up to 3 mailboxes
- Everything in SERIOUS BUSINESS
- 2,500 tokens / month
- One-time top-ups ($0.30 / token)
- Connect up to 5 mailboxes
- Team seats, shared workspace
One action, one token
No credit maths, no per-seat surprises. Nothing in Causo ever costs more than a single token, and you only spend one when you get something back.
- Finding a company that matches your niche
- Finding a decision maker and their verified email
- Asking anything about a company, answered with its sources
- Sending a whole outreach sequence, not one per email
Out of tokens before the month ends? Top up at $0.30 each, on every plan above Let Me Try.
No card. One token = one fully researched company.
Need more than 2,500 tokens a month?
Past a certain volume the tiers stop making sense. We build the plan around how your team actually works.
Talk to us →- Custom token allocationA monthly allowance sized around your real search and outreach volume, instead of a fixed tier you grow out of.
- Priority supportA direct channel to the founders, not a ticket queue. The same two people who built the product.
- API & MCP accessDrive search, enrichment and outreach from your own stack, or connect Causo to the AI tools your team already uses.
Stuff you're probably wondering.
No. We can’t tell you how many leads we have access to, because Causo genuinely doesn’t work by giving you leads that we scraped from somewhere. Every query you search for is done in real time, on the open internet. You won’t be buying the same csv list that everyone else already bought.
All of them. We aren’t locked into specific databases or limited sources. If we don’t find what you’re looking for in one source, we look in another. Causo is built on modern search agents and state of the art discovery APIs. If it’s on the internet, we can find it.
ChatGPT and other AI assistants will happily invent a list of plausible-looking companies and emails if you ask them. A good chunk will be outdated or just hallucinated. Causo actually goes and looks: it researches live sources and cross-references its work to deliver only verified leads.
AI SDRs are automation tools. Causo is a productivity tool. You can use Causo to search for leads, write your outreach emails, and run your outreach, but you are in control every step of the way. Nothing will leave your inbox without your approval, and you can manually edit everything.
A monthly plan gives you a token allowance, and only outcomes spend it: finding a company that matches your niche, finding a decision maker and their verified email, asking a question about a company and getting a sourced answer, or sending a whole outreach sequence. A sequence is one token however many emails are in it. Nothing in Causo ever costs more than a single token, and you only spend one when you get something back.
Causo works for all B2B industries. A lot of lead gen and sales tools focus on serving SaaS founders, but Causo absolutely works for any type of company that sells to other companies. Some of our customers are in manufacturing or sell to the physical world and get along great. If you’re looking for investors rather than customers, try our Fundraising product!
Nope. Causo is built for founders, small teams, and solopreneurs. We’re two founders who have been doing growth and outreach for a looong time and this is a simple tool we wish we always had. No sales expertise required, we hope Causo is simple enough :)
Raccoons dig through the noise to find the good stuff which is exactly the job we’re doing. Also: why not? 🦝
Let's talk.
We're founders. We move fast and reply the same day. No sales deck, no discovery call script.
AI company but people replying!
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