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Reverse Engineer Anything + Routergrowth = AI GTM Brain
You can now run any GTM workflow using one API
One prompt, thousands of leads
Feeling generous, DM if you want free access
We went back through 353 LinkedIn invites.
The notes that quoted the person's own post: 56% accepted.
So we made the agent invite only people it can quote. One prompt to Claude:
1. Find posts where someone describes the problem we solve
2. Read the post and the profile, drop the vendors
3. Write the note from their own words
4. Send inside the daily cap
Tonight it sent 42 invites
Comment "QUOTE" and I'll send you the prompt
Our first phone provider found 16 numbers out of 100 founders.
Most teams stop there and decide cold calling is dead.
So we made it a workflow. One prompt to Claude, RouterGrowth underneath:
1. Look up each mobile with the cheapest provider
2. On a miss, try the next one. A miss costs nothing
3. Check every number against the company's country
4. Flag the ones that match nothing before anyone dials
Same 100 founders and GTM leads:
16 numbers became 87.
85 of them mobiles.
7 flagged as wrong country.
Comment "PHONE" and I'll send you the prompt
investor: who handles support?
me: the agent
investor: and when the agent breaks?
me: i apologize to it
day 50 of building a gtm company. still not sure what gtm stands for
we open sourced our skills to sell API calls
at least we say it. most “open source” launches now are marketing with a GitHub link
36 logos. 36 plans. 36 logins.
Or one key.
guikyoki retweeted
Stop juggling 70+ tools.
Apollo for leads. Hunter for emails. NeverBounce to verify. Apify to scrape. Unipile for LinkedIn. DataForSEO for SEO.
Each one a plan, a key and a login.
RouterGrowth gives your agent all of them behind one key. Pay per call, no subscription.
after being banned 50 times on reddit, I tried again for the first time in ages
my god it is a gold mine for distribution
first post: 6K views, 17 comments and people asking which tool I use
I finally understand how to get views for free
people think GTM is just outbound
I personally think it is a wide range of actions to leave a footprint of your company EVERYWHERE and where your ICP will notice you the most
who is still paying for a reddit citation saas?
it is literally just one prompt when you use routergrowth
stop overpaying your GTM tools
We killed Reddit SaaS.
Reddit lead tools charge $29 to $159 a month for keyword alerts. A keyword can't tell an Apollo alternative from a clay cat litter alternative.
So we made it a workflow. One prompt to Claude, RouterGrowth underneath:
1. Search Reddit for 8 buying phrases
2. Read every post, drop the noise
3. Read each buyer's thread, write the reply
4. Rerun every morning, only new posts come back
This morning: 198 posts read. 85 off-topic (cat litter, Minecraft, pottery). 10 people asking for a tool. 10 replies written.
Comment "Reddit Workflow" to get the secret sauce
A GTM agent needs a definition of done.
“Research my competitors” leaves too much open.
Which competitors? Which evidence? When should the agent stop?
Start with one rival. Ask for its public ads, recent posts and website positioning. Require source links and dates. Keep missing evidence marked unknown. Stop at a brief for review.
You set those rules. The agent does the reasoning. RouterGrowth supplies the tools and data.
That's a concrete way to build your own AI GTM Brain: a repeatable research job with a clear output.
Write the output spec before the prompt.
GTM and growth data for your agents
Stop subscribing to 10+ tools
Start to get data directly in your Claude or chatpgt
every founder and sales team should have there AI GTM Brain running on claude or chatgpt routines/schedules
the ultimate set up is on hermes... hard to build but once done properly its a game changer
LinkedIn prospecting has never been so easy these days
define ICPs, find high-intent leads, send them a connection + message
higher acceptance and conversion rate
guikyoki retweeted
We solved LinkedIn prospecting
Stop spending $200 a month on prospecting tools.
One prompt. Your agent finds the people, writes each note, invites, messages whoever accepts, answers the replies.
Use it inside Claude, ChatGPT or any agent
188 invitations. 68 accepted. 20 replies. Pay per call
data will always be valuable
you can reverse engineer anything but without any valuable data that's not worth it
