Real Signals Start in a Conversation, Not a CRM

The signals every GTM tool is selling are not signals. They're qualification.

Funding rounds. Job changes. Hiring spikes. Same feed your competitors run, on the same list, in the same week.

What you think is signals is not signals. The actual signal is the person typing the words. The 11pm vent about the stack. The "we just ditched HubSpot" thread. The founder asking if anyone has built custom enrichment because the vendors are fried.

In their own words. In public. Last 24 hours. Almost nobody on your team is reading.

That gap is where the value lives.

I posted that take on LinkedIn yesterday. The thread came back agreeing from every angle. Operators are qualifying by metadata and calling it intent. The hunger is for the buyer's voice.

The fair pushback that kept showing up was the right one: manual signal hunting doesn't scale. Right. That's the whole reason I'm building.

What I've been building

Semantic search over Reddit, surfaced as a morning mailbox.

You open it. There are your conversations for the day. People in r/sales, r/gtmengineering, r/SaaS, r/hubspot, wherever your ICP actually talks. Last 24 hours. Described the problem your customers solve. With urgency tags, context, and a link back to the thread.

Not a lead list. A reading list, curated by meaning.

Reveal Monday. The name isn't the point. The mechanism is.

Why semantic, not keywords

Keyword alerts give you "HubSpot alternative" and miss every post where someone wrote "we're bleeding $1,200/mo on a CRM that does nothing." The phrase didn't match. The person did.

Semantic search matches problem-shape to problem-shape. The query describes the shape of the problem your customers have, not the keywords they might happen to use. Every post in the watched subs gets embedded. Top N every morning.

Most of the value is in which subs you watch and how the query is shaped. The rest is plumbing.

Why Reddit first

A LinkedIn post is dead in 24 hours. Your great reply on a great thread is buried by tomorrow.

A Reddit thread that lands stays up for months. Sometimes years. AI search engines crawl it. Six months from now when someone asks ChatGPT or Perplexity about your category, the answer cites Reddit, and your reply on the right thread is what gets surfaced.

So the play isn't only "find the buyer." It's "show up usefully where the answer compounds." Most of what surfaces won't be a buyer right now. It'll be someone in your category asking a question. Showing up there is the signal too. The slow one. The one that pays off six months out when AI is summarizing your space and your name is in the citation.

Reddit first because the half-life is longest and the AI crawlers are hungry. Slack and Discord communities next. LinkedIn comment threads after.

Don't reach for the next AI to draft the reply

When AI surfaces a real buying conversation, the reflex is to reach for the next AI to write the response.

Don't.

If you win anything in 2026, it's because you can talk to a person who is actually stuck and they can feel that you read what they wrote. AI-drafted replies are instantly recognizable. They're also instantly archived.

The stack you want is the opposite of what most tools are building. AI surfaces the conversation. You reply in your voice. Like you wandered into the thread by accident.

That's why I'm not building auto-reply. The product surfaces thirty to forty real conversations your ICP is having this week. You pick three to five. You show up like a human in a forum, not a marketer warming up a sequence.

Anyone can automate this. The point is choosing not to. The reason it works is that you can choose not to, and the person on the other end can feel it.

Two of us are shipping

The reason a founder and co-founder can ship a signal-capture product in April 2026 that would have taken twenty engineers in 2024 is that the hard parts moved into the model. Scraping, embedding, ranking, rendering. All a Claude Code session away.

What's left is taste. Which subs you watch. Which signal shapes belong in the morning digest. How the inbox feels when you open it at 7am.

Two of us. The product is the feed. The product is also you choosing to reply like a person.

What's next

Reveal Monday.

If you want on the early list, reply or DM. Starting narrow. If your ICP posts on Reddit with any regularity, you're the pilot. Slack, Discord, LinkedIn comment threads are mapping next.

The signals are already public. We're just making them readable.

shawn ⚡