Skip to main content

Noise-to-Motion/#016/Post

SaaStr's inbound agent checks its own records first. Copy the order

Enrichment tells you who a company is, but your own records tell you what it's already done with you, and only that changes the first reply to an inbound lead.

Light hero titled “Start with what you know.” beside a quote card from Jason Lemkin, Founder, SaaStr, on X, Oct 23, 2026, reading “Things even the prospect doesn't know about themselves.” with the words doesn't know highlighted in teal.
Figure

01 ⬩ What shipped

SaaStr's agent checks its own records before it enriches

Jason Lemkin, founder of SaaStr, published SaaStr's agent-led growth playbook on Oct 24, and the inbound section is the part to copy this week. When a lead comes in, SaaStr's agent checks what SaaStr already knows about the company before it asks any enrichment tool. My read: the first reply to an inbound lead is won on context you already own, and most teams look it up last, if they look at all.

Lemkin's write-up on SaaStr lays out four chained steps for every inbound: SaaStr's own data, then enrichment from Exa, Sumble and CoreSignal, then a prospectus page written for that company, then an email with a meeting booker SaaStr built itself. Step one asks four questions. Have they attended an event? Are they on the newsletter? Is there an open opportunity? Did they download the sponsorship prospectus? Here's how he summed it up on X.

Post on XOpen
Jason Lemkin
@jasonlk

An inbound booked in 10 minutes. A 46 of 50 AEO score. First-party data beats every signal tool.

Oct 24, 2026
01 ⬩ X ⬩ @jasonlk

02 ⬩ What it changes

The record knew what the lead didn't

SaaStr's example is a real lead from Base44. The first check found that Base44's CEO and leadership team had already attended SaaStr. The person who filled in the form didn't know that. Exa added that Base44 is owned by Wix, which Amelia, who built SaaStr's inbound queue, had forgotten, so she asked on the first call how Wix factors into the decision. The lead booked a meeting within 10 minutes.

Here's the part I'd underline. Enrichment tells you who the company is. Your own records tell you what they've already done with you, and only the second one changes the first reply. Lemkin says the same about outbound. He rated SaaStr's AI emails about a 5 out of 10, against a 2 or 3 for most human outbound, and says they stalled there because they had almost no first-party data.

Post on XOpen
Jason Lemkin
@jasonlk

Because it has access to so much first-party data. Things even the prospect doesn't know about themselves.

Oct 23, 2026
02 ⬩ X ⬩ @jasonlk

03 ⬩ What it takes

You don't need 30 tools for step one

SaaStr's main agent, 10K, now connects to more than 30 core tools. It started 16 months ago as a helper for Notion, and SaaStr added tools the way you'd widen a new hire's access as they prove out. In Amelia's first week, the inbound queue handled inbound and nothing else. For a team with almost nothing connected, Lemkin's advice is to give the agent whatever Salesforce data or spreadsheets you have.

A team of one can run step one before it runs an agent. The facts already sit in tools you pay for: the event list, the newsletter, the CRM, the download log. They just aren't open when the reply gets written. A Field Note here argued that outreach should start from the account that's already looking. Inbound is the easy case. The account has already raised its hand. The full session is on SaaStr AI's YouTube channel.

Video on YouTubeOpen
47 minutes. The episode notes list first-party data second, after the two sides of agent-led growth.
03 ⬩ YouTube ⬩ The AEO Playbook: How to Get Picked by Agents | The Agents #17

04 ⬩ The move

Check what your last ten replies knew

You can test this on last month's inbound before you buy anything. Pull the leads, pull the first reply each one got, and line them up against what your own tools knew on the day the form came in.

If the replies read the same with or without that history, that's the gap, and it's cheaper to close than another enrichment seat.

Audit the first replyThis week
  1. 1Pull your last ten inbound leads and the first reply each one got.
  2. 2List what your own tools knew: past events, the newsletter, open deals, downloads.
  3. 3Mark each fact that made it into the reply.
  4. 4Put the missing ones where whoever answers inbound reads them before replying.
Audit the first reply
04 ⬩ Figure ⬩ Audit the first reply