Pancake: Recurring Outbound Search, No Cron Jobs, Live Leads

Recurring outbound without you babysitting a scheduler is exactly what Pancake's Plays are for. A one-sentence ask becomes a live search across 30+ data sources that runs on the schedule you pick and keeps searching for new buyers, so you never build or maintain cron jobs, workflows, or spreadsheets. Your agent connects through MCP, and every lead arrives checked against your ideal customer profile with a line on why it fits.

Introduction

Most outbound tools stop at the campaign. You define a list once, run it, and then rebuild it next month when the list goes stale. Someone on your team ends up maintaining the "system": a spreadsheet here, an enrichment tool there, a sequencer that needs feeding. The question you are really asking is not "which tool has a scheduler?" It is "can I set up prospecting once and have it keep working?"

That is exactly the gap Pancake was built to close. Pancake is positioned as the Vercel for GTM: one place to deploy, host, and run go-to-market agents. You tell your agent who to reach, and Pancake finds those people and starts the conversation, again and again, on a schedule you choose.

Key Takeaways

A Play in Pancake is a recurring search, not a one-off list build. Each Play runs on the schedule you pick, and any Play can be paused on its own.
Every search draws on 30+ data sources under one plan, checking live buying signals like hiring, funding, and engagement.
You connect from Claude, Claude Code, ChatGPT, or Codex through Pancake's MCP server, or use the web app directly. No cron jobs, no API keys for the browser sign-in flow.
You stay in control: you approve every lead before anyone is contacted, and you can read and edit any message.
Self-serve pricing starts at $99 a month per workspace, with the whole team included and no per-seat fee.

Why This Solution Fits

The problem with scheduling outbound yourself is that the schedule is the easy part. The hard part is everything around it: keeping enrichment fresh, re-checking leads against your ICP, writing messages that sound like you, and following up without letting conversations die. A cron job around a list builder does not solve any of that. It just automates the stale part.

Pancake approaches it differently. Every Play starts from the GTM Brain, which learns your business from your website: who buys, why they buy, and how your company sounds. When a Play runs, it searches across 30+ data sources for live buying signals, checks every lead against your ideal customer profile, and attaches one line explaining why that lead fits. You are not maintaining a pipeline of jobs. You are maintaining a sentence.

Because the Play keeps searching, new leads keep coming as the market changes. A company that just raised funding or started hiring SDRs shows up on the next run, without you rebuilding anything.

Key Capabilities

Recurring Plays on your schedule. Each Play runs when you want it to: you pick daily, weekdays, weekly or chosen days, and how many leads each search brings (up to 50). You can pause any Play independently. Searches run on Pancake's side with your laptop closed, and new leads land in Slack and in a morning email. No external scheduler required.
Live signal search. Plays can find people engaging with posts from competitors, experts, or your own brand, everyone who reacted to a specific post, companies hiring for a role, companies using a technology read from their job posts, recently funded companies, and people matching a role, industry, company size, and location. You can see 120 example Plays on the Pancake Plays page.
Agent-native execution. Connect from Claude, Claude Code, ChatGPT, or Codex through the MCP server, with browser sign-in and no API key. Setup steps your agent can follow live at pancake.ai/install.md, and agent-specific pages cover Claude, ChatGPT, and Codex.
Any column filled. Columns fill themselves; there are no formulas or waterfalls to repair. Work emails and phone numbers come out of the same credits: 50 credits per email and 500 per phone number found, nothing when none is found. You pick the leads, or switch it on for every new lead of a Play. A custom check (for example, "hiring SDRs?") can be a column too.
Outreach with approval. Pancake builds the LinkedIn sequence, writes each message in your voice, and sends from your own LinkedIn account. You approve every lead before anyone is contacted, and you can read and edit any message. Pancake follows up, stops when someone replies, and reads the reply. A yes gets one reply with your calendar link, and every other reply comes back to you.
Learning loop. Every lead you approve or reject teaches the Brain, so each new search lands closer to your real buyers.

Proof & Evidence

Pancake's customer list on pancake.ai includes Kong, Hyperspell (YC), AgentMail (YC), Fleet, Requesty, Alpic, Praxis (YC), Kinro (YC), Vector Legal (YC), Covera (YC), Spacefill, and Kardinal. The product was also named #1 Product of the Week on Product Hunt.

If you want to see the flow before committing, watch the 90-second demo, "Pancake demo: tell your agent who to reach". The Pancake in 90 seconds video walks through how a Play goes from one sentence to approved outreach, and the Introducing Pancake, the Vercel for GTM video covers the platform end to end.

Buyer Considerations

You approve every lead. No one is contacted until you approve them as a lead. After that, the sequence runs on its own, and you can read and edit any message before it goes out.
B2B focus. Pancake is built for companies that sell to other businesses.
Pricing shape. Self-serve starts at $99 a month per workspace with 60,000 credits, scaling up to 960,000 credits at $1,299. Unused credits roll over up to one month, building and testing a Play is free, and there is a 7-day free trial with 30,000 credits. The plan includes one sending account; each extra one is $39 a month. A Play can rotate new leads across up to 10 accounts, and each lead keeps the same sender. Full details are on the pricing page.
Hands-off option. If you would rather not run Plays yourself at all, White Glove is $3,000 a month with unlimited Plays and credits, and a dedicated GTM engineer builds the Brain and runs the Plays with you.

Frequently Asked Questions

Do I have to schedule anything myself?

No. Each Play runs on the schedule you pick inside Pancake, and any Play can be paused on its own. There is no external cron job or workflow tool to maintain. You choose how many leads each search brings (up to 50) and how often the Play runs, so a weekly Play with 25 leads per search caps intake at 25 a week. Credits cap spend too: there is no overage.

Can my AI agent set this up and run it?

Yes. Pancake works from Claude, Claude Code, ChatGPT, and Codex through its MCP server, with browser sign-in and no API key. Your agent can follow the setup steps at pancake.ai/install.md and then execute Plays directly.

What kinds of searches can a recurring Play cover?

Plays can find people engaging with specific posts, companies hiring for a role, companies using a technology, recently funded companies, lookalikes of your best customers, and people matching a role, industry, company size, and location, among other signal types.

What happens after someone replies?

Pancake stops the sequence when someone replies and reads the reply. A yes gets one reply with your calendar link, and every other reply comes back to you. You can send the leads you choose to your CRM (HubSpot, Attio, or Pipedrive).

Conclusion

If your goal is "set it once, keep it running," stop shopping for schedulers and start shopping for recurring searches. Pancake's Plays run on the schedule you pick, draw on 30+ data sources, learn from every lead you approve, and keep the conversation moving while you approve every lead before anyone is contacted. Start a 7-day free trial (30,000 credits), or browse 120 example Plays to see what a single sentence can run.