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The buying signal was in their job posts, 10-K, changelog and tech stack all along.

Introwork maps what every account runs, which team runs it, and when it’s about to change, straight from their job posts, SEC filings and websites. Built for GTM teams selling to engineering, data and security buyers. With receipts.

free plan at launch — no card, pinky promise

Senior Data Engineer

Northwind Freight · Chicago or remote

Job post

We’re a 1,800-person logistics company and our data team is about to double.

In your first 90 days you’ll help us migrate our warehouse from Redshift to Snowflake by Q3 and roll out dbt for every analytics team.

greenhouse.io · posted 2 days ago · 1 of 6 similar roles

Account signal

Northwind Freight

94

intent / 100

Data warehouse migration

  • 6 data roles mention Snowflake
  • 10-K: data platform is a top-3 priority
  • Redshift → Snowflake evaluation
3 sources · updated 6m ago Send to Salesforce

We read the fine print so your reps don’t have to →

  • Job posts
  • SEC filings
  • Website changes
  • Tech stack

Most of your accounts aren’t buying right now. Which ones are?

Your reps can’t tell, so they spread their week across hundreds of accounts and open with the same generic “why now” as every other vendor. Here’s what that sounds like on your team:

“I’ve got 200 accounts. Which 20 do I actually work this week?”
— SDR, Monday pipeline review
“My “personalized” opener is “saw you’re hiring.” So is everyone else’s.”
— SDR, after another quiet inbox
“Perfect fit. We just showed up a year early.”
— AE, closed-lost notes
“Sales stopped opening the intent report in March.”
— RevOps, quarterly review
~5%

of B2B buyers are in-market in any given quarter. The other 95% won’t buy for months, or years.

Source: LinkedIn B2B Institute, “The 95:5 Rule”

28%

of a rep’s week is spent actually selling. Every hour on the wrong account comes out of that.

Source: Salesforce, State of Sales

Intent data was supposed to fix this.

Instead it hands your reps a score and a shrug. We hand them the reason.

Black-box intent says

Acme Corp

Topic surge: Cloud Infrastructure

Score: 72

Source: ¯\_(ツ)_/¯

Introwork says

Acme posted 6 data engineering roles to “migrate from Redshift to Snowflake by Q3.” Their latest 10-K lists data platform modernization as a top-three priority.

Source: 2 job posts, FY25 10-K, p. 34

From fine print to pipeline.

  1. 1

    Read

    We crawl job posts, SEC filings (10-K, 10-Q, 8-K, S-1) and company websites every day, and match every document to the right company.

  2. 2

    Understand

    AI models pull out teams, technologies, initiatives, budget shifts and pain points. Context, not keyword bingo.

  3. 3

    Score

    Every account gets an intent score against your ICP and the signals you care about, with the evidence attached.

  4. 4

    Pounce

    Hot accounts land in your CRM, Slack, ad audiences and sequences the day they heat up. Not a quarter later.

Every score comes with receipts.

No mystery math. Every point in an intent score traces back to a sentence you can read, quote, and paste into the first line of an email.

  • Click through to the original job post, filing or page
  • See exactly how much each signal moved the score
  • Tune the weights to match how your team actually sells

INTROWORK

intent receipt

Northwind Freight · #NWF-0094

Oct 3, 2026 · 09:41

  • Job posts ×6 +32

    “migrate warehouse to Snowflake”

  • 10-K FY25 +21

    data platform = top-3 capex

  • Tech stack +18

    Redshift → Snowflake (eval)

  • Website +12

    new /careers/data-team page

  • ICP fit +11

    logistics, 1–5k employees

INTENT SCORE 94

THANK YOU FOR NOT GUESSING

Know what they run. Know when it changes.

Technographics, down to the team

Which tools each team runs, how many people work with them, and what they’re evaluating or quietly migrating away from. Including the back-end stack that website scanners can’t see.

  • Snowflake + dbt, 20+ data engineers INSTALL BASE
  • Datadog shops hiring for “observability cost” DISPLACE
  • Salesforce + Outreach, no RevOps lead yet ECOSYSTEM
  • Moving off Jenkins this year MIGRATION

Hiring signals

New teams spinning up, first-of-their-kind roles, and job posts that literally describe the problem you solve.

SEC filing signals

Strategic priorities, risk factors, capex shifts and leadership changes pulled from 10-Ks, 10-Qs and 8-Ks.

Website changes

New product lines, pricing changes, trust centers and market expansions, caught the week they ship.

Custom signals, in English

Describe it, and we’ll track it across every account in your market.

> companies hiring their first security engineer▍

Plays nicely with your stack

Signals show up where your team already works. Including your AI agents.

  • Salesforce
  • HubSpot
  • Slack
  • CSV
  • REST API
  • Webhooks
  • MCP server

Built for teams whose next customer depends on what they already run.

If your product runs on top of, plugs into, or replaces part of someone’s stack, their stack is your ICP. That’s where Introwork goes deep.

  • Data & analytics
  • Developer tools
  • Cloud & infrastructure
  • Security
  • AI/ML infrastructure
  • Integration-led SaaS
RevOps

→ a TAM you can trust

Size and score your market on the stack each account runs, then cut territories and tiers on fit, not headcount.

GTM Engineering

→ clean data, in your pipes

Pull technographics and signals through the API, webhooks or warehouse delivery, already matched to the right company.

Demand Gen & ABM

→ install-base campaigns

Build audiences of competitor customers, ecosystem accounts and teams mid-migration, and launch the week they qualify.

SDRs & AEs

→ account research in minutes

Know what the team runs, who owns it and what just changed before the first call. Your why-now is already written.

Start free. Pay for what you use.

Credit-based, no annual lock-in. Waitlist members get founding-customer pricing at launch.

Free

For founders and solo reps kicking the tires on signal-based prospecting.

$0 forever

  • 500 credits / month
  • Weekly signal digest
  • Company and job search
  • Tech-stack and firmographic filters
  • CSV export
Join the waitlist

most teams start here ↓

Pro

For SDRs, AEs and lean GTM teams working accounts every day.

$99 / month

  • 10,000 credits / month
  • Daily signal alerts in Slack and email
  • Full-text search across jobs and filings
  • Custom signal definitions
  • CRM sync, API and MCP access
Get early access

Enterprise

For RevOps and GTM engineering teams piping data into the CRM and warehouse.

Let’s talk

  • Volume credits and unlimited seats
  • Salesforce and HubSpot two-way sync
  • Snowflake, Databricks and BigQuery delivery
  • Company-wide signal definitions
  • Historical datasets, SSO, dedicated support
Talk to us

Credits are used when you view or export a company, job or signal. Plans shown are planned for launch and may change.

Signals today. An AI-native GTM team tomorrow.

Great go-to-market starts with knowing what’s true about your accounts. We’re building that foundation first, then the agents that act on it.

  1. ● Now

    Intent signals and account scoring

    Hiring, tech-stack, filing and website signals, scored against your ICP with receipts.

  2. Next

    Buying committees and AI account research

    Map the teams and people behind every initiative, and get a research brief for every account.

  3. Later

    An AI-native GTM team

    Agents that pick the accounts, draft evidence-grounded outreach and run plays across your channels.

Questions, answered.

What exactly is an intent signal? +

Any observable event that suggests a company is about to buy what you sell. A job post asking for experience “migrating from Jenkins to GitHub Actions”, a 10-K that flags cybersecurity as a material risk, or a brand-new enterprise pricing page. Introwork turns those events into structured, scored signals.

Who is Introwork built for? +

B2B tech companies whose ideal customer depends on what an account already runs: data and analytics, developer tools, cloud infrastructure, security, AI/ML infrastructure and integration-led SaaS. RevOps and GTM engineering teams use it to map TAM, score fit and design territories. Marketers and reps use it to pick accounts and find a reason to reach out.

What’s technographic data, and how is yours different? +

Technographics tell you which technologies a company uses. Most providers detect them from scripts on a company’s website, which only sees front-end tools. We also read job posts and filings, so we can see back-end and internal tools like data warehouses, CI/CD and security stacks, which team uses them, and when that changes.

How is this different from third-party intent data? +

Traditional intent data is inferred from anonymous content consumption across publisher networks. Our signals come from what companies publish about themselves, and every signal links back to its source, so you can check it and use it in your outreach.

Where does the data come from? +

Public sources: job postings from company career sites and job boards, SEC EDGAR filings, and public company websites. We don’t buy personal browsing data.

Can I define my own signals? +

Yes. Describe the signal in plain English, like “companies hiring their first security engineer”, and Introwork will track it across every account in your market.

When does Introwork launch? +

We’re working with a small group of design partners now and will open access to the waitlist in waves. Join to get early access and founding-customer pricing.

Who’s the little teal guy? +

That’s Pingoo. Pingoo reads job posts, filings and changelogs all day so your reps don’t have to. Pingoo has never once asked for PTO.

Get in before your competitors do.

We’re opening Introwork in waves. Join the waitlist for early access, founding-customer pricing, and a direct line to shape what we build next.

  • Free plan at launch, no card required
  • Founding-customer pricing on paid plans
  • One email when your spot opens. That’s it.

Save me a spot

Takes 10 seconds. Pingoo is watching the clock.

We’ll only use your email to send your invite. No spam, ever.