Pancake

Pancake is a go-to-market platform that its makers describe as "The Vercel for GTM." The product gives your agent the brain, the data and the tools to run your go-to-market, and it is pitched at teams who want to deploy GTM ideas that bring in customers rather than build more software. It provides the building blocks to deploy any go-to-market idea from a favourite AI agent such as Claude or Codex: a GTM Brain, sending infrastructure, and data providers and enrichment, all accessible through one MCP connection. The core promise is simple — one prompt in, leads keep coming. You type a GTM idea, Pancake builds the Play, and one click deploys it. The positioning starts from a specific observation carried on the site: building got 10x easier, but selling didn't. While shipping software has become faster and cheaper, the work of actually finding and winning customers has not kept pace. Pancake's answer is to treat go-to-market as something you deploy rather than something you grind through manually. Instead of stitching together research tabs, spreadsheets, enrichment tools and an outreach sequencer by hand, Pancake packages the whole motion — who to target, where to find them, what to say and how to follow up — into reusable, running Plays. The result is a system that keeps searching for people who fit rather than a one-off list you exhaust in a week. The first step is the GTM Brain. You add your website and Pancake builds the Brain from it: from your website, Pancake learns who buys from you, what to say, and where to find them, and the site states that this stays always up to date. The Brain covers competitors, ICPs, outreach, influencers, market research and a market profile. That research profile includes details such as the company, its offering and its ideal clients — for example "websites for startups" and "funded B2B startups." Because everything downstream reads from the Brain, outreach and targeting stay consistent with how the company actually positions itself. It is the brain that the rest of the product draws on when it reads your Brain and your Plays to decide what a good lead looks like. The second step is the Play. A Play is one GTM idea put to work: it keeps searching for people who fit. You say who you want and Pancake builds the Play for you; you can start one in Pancake, in Claude or in Codex. A Play is defined by a handful of parts: who you are looking for, the signal that qualifies them, how many you want, and when it runs. In the demo, that looks like founders and heads of marketing at B2B startups of 10 to 50 people, with the signals "seed round" and "hiring marketing," running daily at 25 leads a week. Pancake also offers suggested Plays as starting points, such as "Funding — just raised a round," "Hiring — hiring a marketing lead," and "Keyword — posting about a rebrand." Building a Play is free, so teams can try any GTM idea without committing. Plays are powered by data sources you can trust. Pancake reads funding rounds, open roles and tech stacks from providers such as Dealroom, TheirStack, Wappalyzer, Apify, Firecrawl and Coresignal, and the page notes 30+ data providers (the Product Hunt description cites 40+ data providers and enrichment). Every lead shows why it fits and where that came from — a lead card can include the person's role, company, industry, location, seniority, and a "why they fit" line such as "Quillfern raised a seed round this month and is hiring a marketing lead." Leads can be added to a sequence or marked "not a fit." Because the sourcing is evidence-based, the person reviewing a lead can see the signal behind it rather than trusting an opaque score. Once leads are approved, Pancake handles the outreach. It writes a personal message for every lead, opening with their signal — a post, an open role, a funding round — and each sequence has its own language and tone. Drafts can be edited before they send, and messages go out in your voice under your name. You approve every lead before anyone is contacted. Pancake then follows up until they answer and reads the reply; a yes gets your calendar link, sent from your account, while every other answer comes back to you. The product's stated goal at that stage is that Pancake gets you the meeting and you close it. Pancake's distinctive approach is that the whole system is exposed to an AI agent. Connect Pancake to Claude or Codex with a browser sign-in, and you can build Plays, review leads and edit messages from the chat you already use. The same request works from Claude or Codex through Pancake's MCP server — "Set up Pancake by reading https://pancake.ai/install.md and following its instructions." In the demos shown on the site, the agent reads the GTM Brain, searches funding news and hiring data through Pancake, and then asks permission to use a tool such as "Deploy Play" or "Approve leads." Pancake is therefore both an app and a set of tools an agent can call. Pancake also learns from what wins. Approving or rejecting a lead teaches the Brain who fits, and each Play tracks contacts, replies and wins so you can see what works. The site shows this as a "what worked" panel — for example leading with the seed round, shorter intros, and asking for Thursdays — followed by "Brain updated." Reported outcomes from users include $50K of pipeline in 7 days, a 10%+ reply rate, and 15 meetings booked in a week, alongside a reply rate improvement of 56% versus the previous period. Practically, that means less time spent rebuilding lists and more time spent in the conversations that turn into revenue. Pancake is aimed at founders, marketing leads and go-to-market teams at B2B startups — the same kinds of people the Plays are built to find — as well as teams that already work inside Claude or Codex. The site lists customers and supporters including Kong, Hyperspell, AgentMail, Fleet, Requesty, Alpic, Praxis, Kinro, Vector Legal, Covera, Spacefill and Kardinal. Pricing starts from $99 a month per workspace with your whole team included, built to land 2 to 3 customers a month. That plan includes 60,000 credits a month with every lead checked against your ICP, unused credits rolling over in a slow month, free Play building, a personal message for each lead in your voice, and approval of every lead before anyone is contacted. A free start includes 15,000 free credits valid for 7 days, and you can also book a demo. In short, Pancake packages go-to-market into deployable units. It builds a GTM Brain from your website, turns a single prompt into a Play that keeps sourcing qualified leads, writes and follows up in your voice, and lets you run the whole thing from Pancake, Claude or Codex. For teams that have found building easy and selling hard, it is a way to treat customer acquisition as infrastructure you deploy rather than a manual chore you repeat.