Customer story · Infrastructure software
What OneGTM built for Antimetal: a signal-based GTM system, January to April 2026
Over about four months, working with Antimetal's team and often in their office, I built the CRM, scoring, signals and routing behind their outbound, then handed it over.
17
deals from automated outbound
$2.57M
pipeline created
6
technical evaluations
“OneGTM rebuilt how we find and work accounts. Our reps now open Attio and see which accounts are scoring, which just had an outage, and who to reach out to, with the phone number already there.”
Yohan SudheerHead of Growth, Antimetal
TL;DR
- Automated Outbound created 17 deals and $2.57M in pipeline from December 2025 to May 2026. 10 reached BDR Qualified. 6 reached Technical Evaluation.
- Behind it: seven signals, a 32-point account score, about 5,900 lead records, about 357 outages tracked, and 250 inboxes.
- I built it with Antimetal from January to April 2026 and handed it over in April.
At a glance
- Company
- Antimetal, the autonomous system for production that diagnoses, fixes, and prevents issues across your environment
- Type of work
- End to end GTM systems build, then handover
- Channels
- Cold email, LinkedIn
- Dates
- January to April 2026
- OneGTM team
- Garrett Wolfe
The people on this work
01 What I built
From account score to booked meeting
Antimetal needed a system that could spot the right accounts when something changed at them, and get those people to the right rep. I worked with the team, often in their New York office, and built it piece by piece.
- 01Score32 points across 9 criteria
- 02Detect7 signal sources
- 03Reach outEmail and LinkedIn campaigns by signal
- 04RouteScheduling on Default
- 05SeeAttio dashboards and an intent app
02 Dashboards
The Attio views reps open every day
Antimetal's reps work out of Attio. I rebuilt the records so a rep opens a company, a contact or a deal and the context for the call is already there. These are the dashboards the team works from daily.
01
Custom fields on the record
Companies, contacts and deals carry custom fields for the account score, the signal that put the record in play, and the outreach sitting on it.
02
Intent Signal card and Scoring Card
An Intent Signal card on the record shows why the account is in a campaign. A Scoring Card next to it shows the 32-point score.
03
A saved view per rep, by signal
Each rep has saved views filtered by intent signal. That view is the list they work.
04
Outbound Activities
An Outbound Activities field shows the full outreach history on the record, so the next person can see what already went out.
03 Phone numbers
A waterfall, then a number in the BDR view
BDRs call from the record. I built a waterfall in Clay that runs a person through several phone providers, LeadMagic and others, until one of them returns a number.
The number shows up in the rep's Attio view and in the Intent Signals HQ app, ready to call.
04 Lists
Nine campaigns, about 5,900 records
List work lived in a Clay folder called List Building. I matched people to personas at High and Medium priority across SRE, Infra, Incident Response, Engineering and Platform titles.
A dream-account list sat above those personas. Every account on it was scored with the 32-point model.
By March 2026 the nine campaigns held 5,907 lead records, about 5,900. A person who sits in more than one campaign is counted on each list.
| Campaign | Lead records |
|---|---|
| New Hires | 1,254 |
| Job Posting | 1,323 |
| Outages | 1,142 |
| Promotions | 914 |
| Cold | 645 |
| LinkedIn Page Followers | 343 |
| Competitor Likers | 203 |
| Website Visitors | 81 |
| Meeting Not Booked | 2 |
| Total | 5,907 |
Lead records by campaign, March 2026, from the handoff doc.
05 Signals
What each signal watched
Seven of the nine campaigns were triggered by a signal. Cold and Meeting Not Booked ran alongside them.
Outages were the one I built a custom monitor for. A Clay workflow watches the public status pages of target companies, including Statuspage, and watches X. When a company posts an incident, the workflow logs the company, the status-page URL, the severity, a description and the date. About 357 outages were tracked this way, and that log fed the Outages campaign.
The filter excludes incidents about an attack, fraud, a power outage, or cybersecurity.
“All outages are relevant to us. Something happened that led to a system not working the way it's supposed to work.”
Yohan SudheerHead of Growth, Antimetal
The other signals were new hires, promotions, SRE and DevOps job posts, people who liked a competitor's post, LinkedIn page followers, and website visitors from RB2B. I ranked competitors into tiers 1 to 4, and likers of their posts went to the Competitor Likers campaign.
Each signal posts to Slack in #intent-signals. Website visitors also post to #website-visitors. The same events land in Intent Signals HQ, an internal app on Vercel that combines signals from RB2B, PhantomBuster and Clay. I changed the app along the way as the team asked for things.
06 Account score
32 points across 9 criteria
The score ranks which accounts to work first. Headcount and Eng FTEs are 6 points each. AI Industry, Status Page and Infra/Reliability FTEs are 4. Hiring for infra roles, Industry, Revenue and Country are 2.
| Criterion | Points |
|---|---|
| Headcount | 6 |
| Eng FTEs | 6 |
| AI Industry | 4 |
| Status Page | 4 |
| Infra/Reliability FTEs | 4 |
| Hiring for infra roles | 2 |
| Industry | 2 |
| Revenue | 2 |
| Country | 2 |
| Total | 32 |
Account score at handover. The nine criteria sum to 32.
07 Sending
250 inboxes, about 1,225 sends a day
Email ran on about 37 lookalike domains and 250 mailboxes, at about 1,225 sends a day. The setup was built to carry 25,000 or more emails a month. LinkedIn campaigns ran on HeyReach.
Inbound and outbound meetings were scheduled on Default.
08 Handover
Handed to Antimetal's team in April 2026
As Antimetal brought this work in house, I ran handover sessions in April 2026 and left a handoff doc and training material behind.
Antimetal's team owns this now and has kept building, so parts of it have changed. Read this as the system at handover.
09 Results
17 deals from Automated Outbound
These are deals created in Antimetal's Attio from December 2025 to May 2026 whose Primary Deal Source is Automated Outbound. I pulled them on November 2, 2026.
17 deals were created. They carry $2.57M in deal value. 10 reached BDR Qualified. 6 reached Technical Evaluation.
The signals tagged on them include Cold Campaign, Promotions, Website Visitors and Tech Outage.
| Stage reached | Deals |
|---|---|
| Created | 17 |
| BDR Qualified | 10 |
| Technical Evaluation | 6 |
Automated Outbound deals created December 2025 to May 2026. A deal is counted at every stage it reached.
10 Pipeline
Where the pipeline came from
Each of the 17 deals carries a campaign tag in Attio. The tag is the signal that put the account into Automated Outbound.
| Campaign | Deals | What the signal was |
|---|---|---|
| Website Visitors | 3 | Someone from the account visited the site. |
| Competitor Likers | 2 | A contact engaged with a competitor's post. |
| Tech Outage | 2 | A status-page outage at the account. |
| Cold Campaign | 2 | Cold outreach. |
| Promotions | 2 | A promotion at the account. |
| Meeting Not Booked | 2 | A prospect who did not book, reached again. |
| New Hires | 1 | A new hire at the account. |
| Other, untagged | 3 | No campaign tag on the deal. |
17 Automated Outbound deals. Counts are the campaign tag on the deal.
Antimetal case study FAQ
How did OneGTM generate pipeline for Antimetal?
What signals did OneGTM use?
What results did Antimetal get?
What did OneGTM build for Antimetal?
When did OneGTM work with Antimetal?
Is this the system Antimetal runs today?
How this was sourced: dates come from the engagement record. The score, campaign counts, outage log, list logic and sending setup come from the March 2026 handoff doc and project tracker, reviewed November 2, 2026. The lead count is the sum of the nine campaign lists (5,907). Yohan Sudheer approved this page for publication and authorized OneGTM to write the quote under the stats on his behalf. The quote in the signals section is his, word for word. Deal results: Antimetal's Attio, Primary Deal Source "Automated Outbound", deals created Dec 2025 to May 2026, pulled Nov 2 2026.
Want a signal-based system built and handed to your team?
More case studies
Recruiting
Coastal Recruiting grew accepted candidate intros 4.7x in four months
“Truly, you've been the best partner / consultant we've ever worked with (and we've worked with a lot).” David Friedman, Co-founder
Read the case study4.7xaccepted intros per month, April to August
~10 a dayintros accepted by recruiters since August
71 of 72days with an interested candidate reply
Distressed industrial real estate
Green Dock Partners gets a daily digest of industrial site closures
“This sample daily summary email looks awesome. I like the format and think it gives us all the info we need to review quickly.” Jacob Solomons, Partner
Read the case studyTwice a daythe tracker checks its sources
Dailydigest email, plus a weekly Priority digest
Nov 2025when the work started; it is still running
Talk to OneGTM
Tell me what you're building. I reply the same day.
Pick a time
Nothing works? Write team@getaob.com and I'll find one.
Book a timeGrid not loading? Open the booking page
Systems we've built for
- Antimetal
- SuperDial
- Rubie
- Enata
- Coastal Recruiting
Rather do it the old way? team@getaob.com LinkedIn