Know which accounts are buying.
And exactly why.
ArtificialHunt reads job posts, SEC filings and company websites to find the accounts that are in-market right now. Every signal links to the evidence behind it, so your ABM list holds up.
Join early and lock in founding-member pricing. No credit card.
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Northwind Freight Logistics · 4,200 employees
Migrating data warehouse to Snowflake
4 data engineering roles cite a "legacy Oracle migration"; 10-K lists data modernization as a 2026 priority.
Jobs SEC Detected 2h ago94 Intent -
Halcyon Health Healthcare · 1,100 employees
Building a RevOps function from scratch
First Head of Revenue Operations posted alongside 2 Salesforce admin roles.
Jobs Detected 9h ago88 Intent -
Arcadia Robotics Manufacturing · 640 employees
Expanding into the DACH market
New /de site and Munich office page; 6 open roles based in Germany.
Web Jobs Detected 1d ago81 Intent
Illustrative example. Company names are fictional.
- Job descriptions
- Teams, tools & budgets
- SEC filings
- 10-K · 10-Q · 8-K · S-1
- Company websites
- Launches, pricing, markets
- One company graph
- Deduplicated & linked
The problem
Intent data shouldn't be a black box.
Legacy intent tools sell topic surges inferred from anonymous web traffic. You get a number, not a reason. Marketing can't defend the account list and sales won't work it.
Surges without a story
"Spiking on cloud security" doesn't tell a rep who owns the problem, what changed, or what to say. Most teams quietly stop trusting the score.
Firmographics go stale
Industry and headcount describe what a company is. They say nothing about what it's working on this quarter, or where the budget is going.
Research eats the week
SDRs piece accounts together from careers pages, 10-Ks and press releases one tab at a time. It doesn't scale past a handful of accounts.
How it works
From public footprint to pipeline.
Companies tell you what they're about to buy. It's in the roles they hire for, the risks they disclose and the pages they ship. ArtificialHunt reads all of it so your team doesn't have to.
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1
Collect
Read what companies publish
Job descriptions, SEC filings and company websites, gathered continuously and resolved to one record per company and subsidiary.
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2
Understand
Extract what's actually happening
Language models pull out technologies, teams, initiatives, budgets and pain points, and tie each one to the department that owns it.
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3
Signal
Turn change into intent
A new team, a migration, a new market, a compliance deadline. Each change is scored against your ICP and linked to its source.
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4
Activate
Act while the window is open
Build ABM audiences, alert the right rep in Slack, or sync accounts and evidence to your CRM and warehouse.
Signals
Every buying trigger, in one company graph.
One clean dataset of companies, teams, jobs and technologies, with intent signals derived on top of it.
Hiring signals
New roles, first-of-function hires and team build-outs by department, seniority and location. Recruiting agencies are filtered out.
Technographics by team
The tools each team runs, pulled from job descriptions and websites, with first-seen and last-seen dates.
Initiative detection
Migrations, platform rebuilds, AI programs and new product lines, detected in the language companies use about themselves.
Filing intelligence
Strategic priorities, risk factors, capex shifts and M&A from 10-Ks, 10-Qs and 8-Ks, mapped to public companies and their subsidiaries.
Website change tracking
New pricing pages, product launches, regional sites, compliance badges and office openings, diffed over time.
Receipts on every score
Every signal links to the exact job post, filing paragraph or page that triggered it. No black-box numbers.
API, MCP & sync
Credit-based API, webhooks and an MCP server for your agents. Sync to Salesforce, HubSpot, Slack or your warehouse.
Custom signals
Describe in-market. We'll find it.
Your best buyers share a moment, not a firmographic. Write that moment in plain English. ArtificialHunt turns it into a signal, backfills matches and watches for new ones every day.
- No keyword lists or boolean gymnastics
- Backfilled across historical jobs and filings
- Shared definitions across marketing and sales
New signal
Teams are tracking
- Fintechs hiring their first compliance lead in the last 60 days Live
- Public companies naming "AI governance" as a new risk factor Live
- Series B+ SaaS teams moving off Jenkins Live
- Retailers opening fulfillment centers in Texas Live
Built for revenue teams
One source of truth for who to target, and why now.
ABM & Demand gen
Build target account lists from real buying triggers instead of topic surges, and launch campaigns while the window is open.
SDRs & AEs
Open every account knowing what's changing, which team owns it, and the line to lead with.
RevOps & GTM engineers
Structured company, job and technology data over API and MCP, ready for your CRM, Clay tables or warehouse.
Founders & lean sales teams
Find your next hundred customers without a six-figure intent contract or a quarter of onboarding.
Where we're going
Signals today. An AI-native GTM platform tomorrow.
Great go-to-market starts with knowing who to talk to. We're starting with the hardest part, the data, and building the agents that act on it next.
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Now
High-intent signals for ABM
Company graph, hiring, technographic, filing and website signals, scored to your ICP.
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Next
Research agents
An AI analyst that briefs every account: the initiative, the team, the people, the angle.
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Later
AI-native GTM
Agents that run the loop from signal to audience to sequenced, on-message outreach.
Pricing
Start free. Pay for the signals you use.
Transparent, credit-based pricing with no annual lock-in. Waitlist members get founding-member rates at launch.
Free
$0 forever
Explore the company graph and see what intent looks like for your market.
- Company & job search
- Weekly signal digest
- Monthly reveal credits
- 1 saved ICP
Pro
Most popular$99 per month
For ABM and sales teams running signal-based plays every day.
- Daily signals with evidence
- Custom plain-English signals
- Slack alerts & CSV export
- CRM sync
- Unlimited teammates
API & Data
Usage based
For GTM engineers and data teams building on top of ArtificialHunt.
- Credit-based REST API
- Webhooks & MCP server
- Bulk dataset delivery
- Snowflake, BigQuery & S3
FAQ
Questions, answered.
Where does your data come from?
Public job postings, SEC filings on EDGAR and public company websites. We don't use bidstream data, cookies or any tracking of individuals.
How is this different from traditional intent data?
Traditional intent infers interest from anonymous content consumption. ArtificialHunt detects what companies are actually doing, like hiring a team, starting a migration or entering a market, and shows you the source for every signal.
How fresh are the signals?
Job postings are collected daily, filings as they're published, and websites are re-crawled on a rolling schedule. Every signal carries its first-seen date.
Can I bring my own ICP and accounts?
Yes. Upload a target account list or describe your ICP, and signals are scored against it. Custom signals let you define in-market in plain English.
Do you offer an API?
Yes. A credit-based REST API, webhooks and an MCP server are planned for launch, plus bulk dataset delivery for data teams.
When do I get access?
We're onboarding in small cohorts. Waitlist members are invited in order, and teams who share their ICP with us get priority as design partners.
Stop guessing who's in-market.
Join the waitlist for early access, founding-member pricing and a say in what we build next.