Scale Intelligence
Join our GTM Engineering event withOpenAI & Vultr

For B2B Tech Companies

GTM engineering as a service

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.

Examples

Community post, then a contextual reply, then a qualified conversation
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.
A company trigger, then a personalised campaign, then a reply routed to sales
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.
Event engagement, then an invitation and pre-event outreach, then a meeting booked
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.
A competitor complaint, then comparison content and outreach, then the sales team alerted
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.
Repeat visits, then enrichment and follow-up, then a sales conversation
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.
Community post, then a contextual reply, then a qualified conversation
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.
A company trigger, then a personalised campaign, then a reply routed to sales
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.
Event engagement, then an invitation and pre-event outreach, then a meeting booked
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.
A competitor complaint, then comparison content and outreach, then the sales team alerted
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.
Repeat visits, then enrichment and follow-up, then a sales conversation
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.
Community post, then a contextual reply, then a qualified conversation
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.
A company trigger, then a personalised campaign, then a reply routed to sales
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.
Event engagement, then an invitation and pre-event outreach, then a meeting booked
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.
A competitor complaint, then comparison content and outreach, then the sales team alerted
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.
Repeat visits, then enrichment and follow-up, then a sales conversation
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.
Community post, then a contextual reply, then a qualified conversation
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.
A company trigger, then a personalised campaign, then a reply routed to sales
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.
Event engagement, then an invitation and pre-event outreach, then a meeting booked
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.
A competitor complaint, then comparison content and outreach, then the sales team alerted
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.
Repeat visits, then enrichment and follow-up, then a sales conversation
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

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

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

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

Case Study · Goal

Reach + ICP sign-ups

3M

views

300+

sign-ups

$100K in prizes. NYC Agent Hacker House.

Lovable
ElevenLabs
Solana
Case study

Case Study · Goal

ICP at the event

4

curated events

~50%

ICP match

Senior engineers from top companies in real product conversations.

Google
Airbnb
Snapchat
JPMorgan
Case study

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

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

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

Case Study · Goal

Reach + ICP sign-ups

3M

views

300+

sign-ups

$100K in prizes. NYC Agent Hacker House.

Lovable
ElevenLabs
Solana
Case study

Case Study · Goal

ICP at the event

4

curated events

~50%

ICP match

Senior engineers from top companies in real product conversations.

Google
Airbnb
Snapchat
JPMorgan
Case study

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

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

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

Case Study · Goal

Reach + ICP sign-ups

3M

views

300+

sign-ups

$100K in prizes. NYC Agent Hacker House.

Lovable
ElevenLabs
Solana
Case study

Case Study · Goal

ICP at the event

4

curated events

~50%

ICP match

Senior engineers from top companies in real product conversations.

Google
Airbnb
Snapchat
JPMorgan
Case study

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

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

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

Case Study · Goal

Reach + ICP sign-ups

3M

views

300+

sign-ups

$100K in prizes. NYC Agent Hacker House.

Lovable
ElevenLabs
Solana
Case study

Case Study · Goal

ICP at the event

4

curated events

~50%

ICP match

Senior engineers from top companies in real product conversations.

Google
Airbnb
Snapchat
JPMorgan
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.

73%

B2B buyers actively avoid suppliers that send irrelevant outreach. Bad automation can train your market to ignore you.

Source: Gartner

2.3×

Organisations that share buyer-journey insights across sales and marketing are 2.3 times more likely to see higher sales conversion rates.

Source: Gartner
The method

How we build your GTM engine

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.

Routing

From your hottest leads to your entire TAM

Score every lead using intent, fit, timing and CRM data. Then route them to your sales team or activate the right GTM systems automatically.

RedditLinkedInXGitHubJob adsTendersFilingsReviewsEventsCRMOutboundAds
Scale Intelligence
Tier 1Send to sales rep
Tier 2Send to GTM systems
Tier 3Target your entire TAM at once
Slack
Telegram
Email
Email
Reddit
LinkedIn
Instantly
Lemlist
HeyReach

Or connect to wherever you already work.

+ 75 more connectors

Instagram
LinkedIn
Facebook
TikTok
X
Telegram
YouTube
WhatsApp
Email
Reddit
Discord
Slack
Twitch
Snapchat
Pinterest
Threads
Mastodon
Bluesky
Signal
WeChat
Substack
Medium
beehiiv
Ghost
Hacker News
GitHub
Dev.to
Stack Exchange
Quora
Product Hunt
Lobsters
Indie Hackers
iTunes Podcasts
Podcast Index
Listen Notes
Instagram
LinkedIn
Facebook
TikTok
X
Telegram
YouTube
WhatsApp
Email
Reddit
Discord
Slack
Twitch
Snapchat
Pinterest
Threads
Mastodon
Bluesky
Signal
WeChat
Substack
Medium
beehiiv
Ghost
Hacker News
GitHub
Dev.to
Stack Exchange
Quora
Product Hunt
Lobsters
Indie Hackers
iTunes Podcasts
Podcast Index
Listen Notes
Instagram
LinkedIn
Facebook
TikTok
X
Telegram
YouTube
WhatsApp
Email
Reddit
Discord
Slack
Twitch
Snapchat
Pinterest
Threads
Mastodon
Bluesky
Signal
WeChat
Substack
Medium
beehiiv
Ghost
Hacker News
GitHub
Dev.to
Stack Exchange
Quora
Product Hunt
Lobsters
Indie Hackers
iTunes Podcasts
Podcast Index
Listen Notes
Instagram
LinkedIn
Facebook
TikTok
X
Telegram
YouTube
WhatsApp
Email
Reddit
Discord
Slack
Twitch
Snapchat
Pinterest
Threads
Mastodon
Bluesky
Signal
WeChat
Substack
Medium
beehiiv
Ghost
Hacker News
GitHub
Dev.to
Stack Exchange
Quora
Product Hunt
Lobsters
Indie Hackers
iTunes Podcasts
Podcast Index
Listen Notes
HubSpot
Attio
Salesforce
Notion
Airtable
Google Sheets
Google Ads
Meta Ads
Stripe
Shopify
Snowflake
BigQuery
Segment
Zapier
Intercom
Google Calendar
Outlook
Microsoft 365
Meetup
Luma
Eventbrite
ICS Calendar
Meeting Recordings
Generic Feed
Crunchbase
Dealroom
G2
TrustRadius
Greenhouse
Lever
Ashby
Workable
Adzuna
USAJobs
SEC EDGAR
GLEIF
Companies House
OpenCorporates
OpenAlex
Common Crawl
confs.tech
dev.events
Sessionize
WikiCFP
PaperCall
logo.dev
HubSpot
Attio
Salesforce
Notion
Airtable
Google Sheets
Google Ads
Meta Ads
Stripe
Shopify
Snowflake
BigQuery
Segment
Zapier
Intercom
Google Calendar
Outlook
Microsoft 365
Meetup
Luma
Eventbrite
ICS Calendar
Meeting Recordings
Generic Feed
Crunchbase
Dealroom
G2
TrustRadius
Greenhouse
Lever
Ashby
Workable
Adzuna
USAJobs
SEC EDGAR
GLEIF
Companies House
OpenCorporates
OpenAlex
Common Crawl
confs.tech
dev.events
Sessionize
WikiCFP
PaperCall
logo.dev
HubSpot
Attio
Salesforce
Notion
Airtable
Google Sheets
Google Ads
Meta Ads
Stripe
Shopify
Snowflake
BigQuery
Segment
Zapier
Intercom
Google Calendar
Outlook
Microsoft 365
Meetup
Luma
Eventbrite
ICS Calendar
Meeting Recordings
Generic Feed
Crunchbase
Dealroom
G2
TrustRadius
Greenhouse
Lever
Ashby
Workable
Adzuna
USAJobs
SEC EDGAR
GLEIF
Companies House
OpenCorporates
OpenAlex
Common Crawl
confs.tech
dev.events
Sessionize
WikiCFP
PaperCall
logo.dev
HubSpot
Attio
Salesforce
Notion
Airtable
Google Sheets
Google Ads
Meta Ads
Stripe
Shopify
Snowflake
BigQuery
Segment
Zapier
Intercom
Google Calendar
Outlook
Microsoft 365
Meetup
Luma
Eventbrite
ICS Calendar
Meeting Recordings
Generic Feed
Crunchbase
Dealroom
G2
TrustRadius
Greenhouse
Lever
Ashby
Workable
Adzuna
USAJobs
SEC EDGAR
GLEIF
Companies House
OpenCorporates
OpenAlex
Common Crawl
confs.tech
dev.events
Sessionize
WikiCFP
PaperCall
logo.dev
Why us?

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.

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.

GTM Algebra: the Brand Graph, showing a generated model of a company's identity, audience, messaging and market
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.

How GTM Algebra works

BrandBuyersMessagingEnrichmentLive SignalsResultsGTM Algebra

The custom signal layer spans

First-party dataWebsiteCRMSocial platformsCommunitiesEventsHiringFundingCompetitor activitySpecialist sources

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.

Book a call

No commitment required. You will leave with a practical starting point whether we work together or not.

During the session, we will

  • Clarify your ICP and target market
  • Map a sample of high-fit accounts
  • Identify three to five buyer signals worth tracking
  • Recommend the best outbound, content, or event play
  • Show you how the system could work with your existing tools

You will leave with a focused TAM segment, a custom signal shortlist, and a recommended first GTM play.

Common Questions

What is Scale Intelligence?

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.