We embed GTM engineers with your team to build the complete signal-to-pipeline system. You define what qualifies. We map the market, connect the data, activate the right plays, and optimise what works.
Turn existing community demand into qualified conversations.
▾Signals and actions
Signals
An ICP discusses a pain point, asks for recommendations, complains about a workflow, or compares solutions across Reddit, Slack, or Facebook groups.
Actions
Create relevant replies, produce strategic content around recurring problems, alert sales, or begin contextual outreach.
2
LinkedIn Outbound Automation
LinkedIn
Email
HubSpot
Reach ICP accounts when there is a genuine reason to contact them.
▾Signals and actions
Signals
A target company raises funding, starts hiring, appoints a new leader, follows a competitor, or engages with relevant content.
Actions
Enrich the buyer, generate personalised messaging, add them to LinkedIn and email campaigns, and optimise future messages using reply data.
3
Event Intelligence and Activation
Luma
Eventbrite
LinkedIn
Turn event participation into meetings and owned-audience growth.
▾Signals and actions
Signals
Target buyers attend, speak at, sponsor, follow, or engage with relevant industry events.
Actions
Invite them to your webinar or roundtable, launch pre-event outreach, prepare meeting requests, and trigger post-event follow-up.
4
Competitor Conversion Campaigns
G2
Reddit
LinkedIn
Reach buyers when they are actively reconsidering an existing solution.
▾Signals and actions
Signals
A buyer follows a competitor, complains about their product, asks for alternatives, removes their technology, or shows signs of churning.
Actions
Send comparison content, trigger personalised outreach, recommend a relevant case study, or alert the sales team.
5
High-Intent Account Activation
HubSpot
Slack
Email
Convert warm activity into sales conversations before interest disappears.
▾Signals and actions
Signals
A known lead or target account visits important website pages, downloads a lead magnet, comments on content, returns repeatedly, or re-engages with an old campaign.
Actions
Enrich and score the account, notify sales, trigger personalised outreach, or invite the buyer to a relevant webinar.
1
Reddit and Community Lead Generation
Reddit
Slack
Discord
Turn existing community demand into qualified conversations.
▾Signals and actions
Signals
An ICP discusses a pain point, asks for recommendations, complains about a workflow, or compares solutions across Reddit, Slack, or Facebook groups.
Actions
Create relevant replies, produce strategic content around recurring problems, alert sales, or begin contextual outreach.
2
LinkedIn Outbound Automation
LinkedIn
Email
HubSpot
Reach ICP accounts when there is a genuine reason to contact them.
▾Signals and actions
Signals
A target company raises funding, starts hiring, appoints a new leader, follows a competitor, or engages with relevant content.
Actions
Enrich the buyer, generate personalised messaging, add them to LinkedIn and email campaigns, and optimise future messages using reply data.
3
Event Intelligence and Activation
Luma
Eventbrite
LinkedIn
Turn event participation into meetings and owned-audience growth.
▾Signals and actions
Signals
Target buyers attend, speak at, sponsor, follow, or engage with relevant industry events.
Actions
Invite them to your webinar or roundtable, launch pre-event outreach, prepare meeting requests, and trigger post-event follow-up.
4
Competitor Conversion Campaigns
G2
Reddit
LinkedIn
Reach buyers when they are actively reconsidering an existing solution.
▾Signals and actions
Signals
A buyer follows a competitor, complains about their product, asks for alternatives, removes their technology, or shows signs of churning.
Actions
Send comparison content, trigger personalised outreach, recommend a relevant case study, or alert the sales team.
5
High-Intent Account Activation
HubSpot
Slack
Email
Convert warm activity into sales conversations before interest disappears.
▾Signals and actions
Signals
A known lead or target account visits important website pages, downloads a lead magnet, comments on content, returns repeatedly, or re-engages with an old campaign.
Actions
Enrich and score the account, notify sales, trigger personalised outreach, or invite the buyer to a relevant webinar.
1
Reddit and Community Lead Generation
Reddit
Slack
Discord
Turn existing community demand into qualified conversations.
▾Signals and actions
Signals
An ICP discusses a pain point, asks for recommendations, complains about a workflow, or compares solutions across Reddit, Slack, or Facebook groups.
Actions
Create relevant replies, produce strategic content around recurring problems, alert sales, or begin contextual outreach.
2
LinkedIn Outbound Automation
LinkedIn
Email
HubSpot
Reach ICP accounts when there is a genuine reason to contact them.
▾Signals and actions
Signals
A target company raises funding, starts hiring, appoints a new leader, follows a competitor, or engages with relevant content.
Actions
Enrich the buyer, generate personalised messaging, add them to LinkedIn and email campaigns, and optimise future messages using reply data.
3
Event Intelligence and Activation
Luma
Eventbrite
LinkedIn
Turn event participation into meetings and owned-audience growth.
▾Signals and actions
Signals
Target buyers attend, speak at, sponsor, follow, or engage with relevant industry events.
Actions
Invite them to your webinar or roundtable, launch pre-event outreach, prepare meeting requests, and trigger post-event follow-up.
4
Competitor Conversion Campaigns
G2
Reddit
LinkedIn
Reach buyers when they are actively reconsidering an existing solution.
▾Signals and actions
Signals
A buyer follows a competitor, complains about their product, asks for alternatives, removes their technology, or shows signs of churning.
Actions
Send comparison content, trigger personalised outreach, recommend a relevant case study, or alert the sales team.
5
High-Intent Account Activation
HubSpot
Slack
Email
Convert warm activity into sales conversations before interest disappears.
▾Signals and actions
Signals
A known lead or target account visits important website pages, downloads a lead magnet, comments on content, returns repeatedly, or re-engages with an old campaign.
Actions
Enrich and score the account, notify sales, trigger personalised outreach, or invite the buyer to a relevant webinar.
1
Reddit and Community Lead Generation
Reddit
Slack
Discord
Turn existing community demand into qualified conversations.
▾Signals and actions
Signals
An ICP discusses a pain point, asks for recommendations, complains about a workflow, or compares solutions across Reddit, Slack, or Facebook groups.
Actions
Create relevant replies, produce strategic content around recurring problems, alert sales, or begin contextual outreach.
2
LinkedIn Outbound Automation
LinkedIn
Email
HubSpot
Reach ICP accounts when there is a genuine reason to contact them.
▾Signals and actions
Signals
A target company raises funding, starts hiring, appoints a new leader, follows a competitor, or engages with relevant content.
Actions
Enrich the buyer, generate personalised messaging, add them to LinkedIn and email campaigns, and optimise future messages using reply data.
3
Event Intelligence and Activation
Luma
Eventbrite
LinkedIn
Turn event participation into meetings and owned-audience growth.
▾Signals and actions
Signals
Target buyers attend, speak at, sponsor, follow, or engage with relevant industry events.
Actions
Invite them to your webinar or roundtable, launch pre-event outreach, prepare meeting requests, and trigger post-event follow-up.
4
Competitor Conversion Campaigns
G2
Reddit
LinkedIn
Reach buyers when they are actively reconsidering an existing solution.
▾Signals and actions
Signals
A buyer follows a competitor, complains about their product, asks for alternatives, removes their technology, or shows signs of churning.
Actions
Send comparison content, trigger personalised outreach, recommend a relevant case study, or alert the sales team.
5
High-Intent Account Activation
HubSpot
Slack
Email
Convert warm activity into sales conversations before interest disappears.
▾Signals and actions
Signals
A known lead or target account visits important website pages, downloads a lead magnet, comments on content, returns repeatedly, or re-engages with an old campaign.
Actions
Enrich and score the account, notify sales, trigger personalised outreach, or invite the buyer to a relevant webinar.
What our team has built
Case Study · Goal
Grow a community of ICP buyers
100K+
community of ICP
Grew a subreddit from zero to 100K+ members, making it the go-to community in the category.
Case Study · Goal
Grow community of ICP
20K+
Reddit community built
Built a 20K+ engaged following and achieved GEO ranking within the first week of launch.
Case Study · Goal
First-page AI citation placement
1 week
GEO ranking achieved
Achieved first-page AI citation placement across ChatGPT, Claude, and Perplexity within one week.
Case Study · Goal
Reach + ICP sign-ups
3M
views
300+
sign-ups
$100K in prizes. NYC Agent Hacker House.
Case Study · Goal
ICP at the event
4
curated events
~50%
ICP match
Senior engineers from top companies in real product conversations.
Case Study · Goal
Grow a community of ICP buyers
100K+
community of ICP
Grew a subreddit from zero to 100K+ members, making it the go-to community in the category.
Case Study · Goal
Grow community of ICP
20K+
Reddit community built
Built a 20K+ engaged following and achieved GEO ranking within the first week of launch.
Case Study · Goal
First-page AI citation placement
1 week
GEO ranking achieved
Achieved first-page AI citation placement across ChatGPT, Claude, and Perplexity within one week.
Case Study · Goal
Reach + ICP sign-ups
3M
views
300+
sign-ups
$100K in prizes. NYC Agent Hacker House.
Case Study · Goal
ICP at the event
4
curated events
~50%
ICP match
Senior engineers from top companies in real product conversations.
Case Study · Goal
Grow a community of ICP buyers
100K+
community of ICP
Grew a subreddit from zero to 100K+ members, making it the go-to community in the category.
Case Study · Goal
Grow community of ICP
20K+
Reddit community built
Built a 20K+ engaged following and achieved GEO ranking within the first week of launch.
Case Study · Goal
First-page AI citation placement
1 week
GEO ranking achieved
Achieved first-page AI citation placement across ChatGPT, Claude, and Perplexity within one week.
Case Study · Goal
Reach + ICP sign-ups
3M
views
300+
sign-ups
$100K in prizes. NYC Agent Hacker House.
Case Study · Goal
ICP at the event
4
curated events
~50%
ICP match
Senior engineers from top companies in real product conversations.
Case Study · Goal
Grow a community of ICP buyers
100K+
community of ICP
Grew a subreddit from zero to 100K+ members, making it the go-to community in the category.
Case Study · Goal
Grow community of ICP
20K+
Reddit community built
Built a 20K+ engaged following and achieved GEO ranking within the first week of launch.
Case Study · Goal
First-page AI citation placement
1 week
GEO ranking achieved
Achieved first-page AI citation placement across ChatGPT, Claude, and Perplexity within one week.
Case Study · Goal
Reach + ICP sign-ups
3M
views
300+
sign-ups
$100K in prizes. NYC Agent Hacker House.
Case Study · Goal
ICP at the event
4
curated events
~50%
ICP match
Senior engineers from top companies in real product conversations.
The risk
Don't risk sending AI slop to your buyers
Automating more sales & marketing does not create more demand. We use live signals to recognise when a buyer is entering a buying window, then combine your brand context with human-approved guardrails to determine the right action.
5%
Only 5% of potential B2B buyers are ready to buy today. Timing matters.
Your GTM engineer works alongside you from the first call to launch, then stays involved to improve your engine every month.
1/4Days 1 to 3
Map your market
We start with a working session to understand your offer, ideal customers, existing systems and growth goals. We then map the companies, decision-makers and opportunities across your market.
2/4Completed within week 1
Find the signals that matter
Together we identify the signals that make someone worth targeting — from funding and hiring to website activity, community pain points, competitor engagement and event attendance.
3/4Weeks 2 to 4
Build and activate your GTM plays
We deploy custom systems around your business to capture, score and act on those signals. This can include LinkedIn outbound, Reddit lead generation, content workflows, event invitations, sales alerts and CRM integrations.
4/4Every month
Review and improve together
Each month we sit down with you and show exactly which signals, messages and actions are generating conversations and revenue. We then improve the targeting, workflows, agents and campaigns based on what is working.
More signal coverage. More qualified pipeline. Less risk.
We combine your brand, buyers, market data, and qualification criteria into one custom GTM system that continuously tests and improves what works.
northstar
Channels
#general
#wins
#replies-hot
#website-visits
#pain-point-buzz
#random
Direct messages
Jess Okafor
Dan Whitfield
#replies-hot85+ · sales team
Scale12:03
Someone replied to your outbound.
Maya Rodriguez · VP Eng, Northwind · 92
“Yes, let’s talk next week. Send over some times?”
🔥 3
Jess Okafor12:04
on it, booking her for Tues
#website-visits50–85 · outbound agents
Scale11:52
Someone visited your website.
Tom Baxter · Head of RevOps, Fabrikam · 68
/pricing → /integrations · 4 min
Scale12:01
Someone visited your website.
Lena Fischer · Growth Lead, Tailspin · 57
/case-studies · 2nd visit this week
Dan Whitfield12:02
Lena’s back again — adding her to the follow-up sequence
#pain-point-buzzeveryone else · tam campaigns
Scale11:38
Someone’s talking about your pain point.
Priya Nair · Sales Director, Contoso · 41
LinkedIn: “our reply rates have fallen off a cliff this quarter”
The promise
Qualified leads defined by you. Or you don't pay.
We agree what qualifies before anything goes live: your ICP, your signals, your bar. Then leads land in Slack, your CRM, or wherever your team works.
▾What counts as a qualified lead
Matches your agreed ICP
Shows one or more agreed buyer signals
Includes the source, evidence and relevant context
Identifies a buyer, account or contactable opportunity
Includes a recommended next action
Is not a duplicate or previously disqualified lead
We agree a minimum volume before we start. If it doesn't qualify, it doesn't count, and if we don't deliver, you don't pay.
The infrastructure
We deploy our own custom infrastructure.
GTM Algebra is our own market intelligence infrastructure: a working model of your brand, buyers, TAM and GTM plays. You are never limited to one platform's signals.
Our waterfall enrichment combines multiple data providers to fill gaps, verify information, and give you the strongest possible coverage of your market. Because the system is not tied to one platform or fixed dataset, we can continuously add new signals, test new tools and strategies, and optimise around what produces results.
Our signal coverage commitment: if an agreed signal can be sourced reliably and responsibly, we will bring it into your system, enrich it with your business context, and connect it to the right action.
Most teams are here
Most tools promise you this
0.01% of companies are here already
L0
Manual
L1
Assisted
L2
Integrated
L3
Owned
L4
Connected
L5
Autonomous
The expertise
We test what is next, so you do not have to
We have spoken with 100+ companies about how they run GTM. We keep testing new signals, tools and methods, and bring what works into your system.
▾What we bring
100+
company GTM conversations
£2B+
in previous transaction experience
AIOutboundSearchEventsMarket intelligence
Experience from leading AI labs and hands-on work across market intelligence, outbound automation, agent systems, events, and search-led growth — so your GTM keeps moving without your team chasing every new platform or trend.
The ladder above runs from fully manual to fully autonomous. Most teams sit at L1. We build the one thing that clears the rung you are actually on.
Free 30-minute session
Find the buyers you should target next
Book a free TAM & Signal Mapping Session. Send us your website and we will review your market, identify your highest-value buyer signals, and show you the first GTM system we would build.
Scale is a market intelligence platform for GTM teams. It monitors your market across 75+ sources, connects relevant signals to individual buyers and companies, and routes the highest-intent opportunities to your team or agents.
What is a market signal?
A signal is any event that could indicate a buyer's needs, timing or intent. This could include a relevant discussion, GitHub activity, competitor engagement, a new executive, hiring activity, event attendance, website behaviour or a dormant CRM account becoming active again.
How do you determine which signals matter to us?
We begin by defining your ICP and what high intent means for your business. We then identify the signals that could reveal that intent and continuously measure which signals and actions create qualified opportunities, pipeline and revenue.
What is included in the custom signal report?
We map the buyers you want to reach, the initial signals we recommend monitoring and the sources where those signals can be found. We also show how each signal could be scored, routed and turned into a sales or marketing action.
What is the difference between Self-serve and a Fractional GTM Engineer?
Self-serve gives you access to the platform, ready-made monitors, buyer enrichment, scoring and integrations. With a Fractional GTM Engineer, our team defines high intent with you, deploys six or more custom signals and continuously operates and optimises the system.
What is a Custom GTM Engine?
A Custom GTM Engine is a complete intelligence and agent system built around your business. It can include proprietary data, specialist sources, custom infrastructure, integrations and agents that act across outbound, content, advertising, events and communities.
How quickly can we get started?
A standard managed deployment can usually have its first six or more signals live within one to two weeks. Custom enterprise deployments depend on the data, integrations and agents required.
Do we need to replace our existing GTM tools?
No. Scale is designed to connect with your existing CRM, Slack, data sources and GTM tools. Opportunities can be routed to your team, your existing agents or custom agents built for you.
What can the agents actually do?
Agents can research and enrich buyers, alert salespeople, trigger outbound, invite prospects to events, surface content opportunities and coordinate actions across channels. You decide which actions require human approval and which can run automatically.
How does the system improve over time?
Every action and outcome writes back to the market model. This allows it to learn which signals, buyers and sequences create pipeline, rather than simply crediting whichever activity happened closest to a conversion.
How is this different from Clay, Apollo or intent-data platforms?
Most data platforms provide lookups, lists or account-level scores. Scale maintains a living buyer graph, monitors custom signals across the market and connects actions to downstream outcomes so your team and agents can learn what works over time.
Who is Scale best suited for?
Our data is currently strongest for companies selling technical products or services, including developer tools, IT services, cloud infrastructure, cybersecurity and B2B GTM agencies. We can evaluate other markets through the custom signal report.
How much does it cost?
Self-serve will start at $99 per month. A Fractional GTM Engineer starts at $2,500 per month, while Custom GTM Engines are priced according to the required data, infrastructure, integrations and agents.
How do you measure ROI?
We track each signal from discovery through enrichment, action, opportunity and pipeline outcome. This shows which signals and GTM actions produce the greatest return, allowing the system to prioritise what works and stop wasting resources on what does not.