Clay at andweekly:
Data and Signals as the Basis for Signal-Based B2B Outbound

Clay is the data and signal layer of modern B2B GTM stacks. As a Clay Solution Partner, we deploy it within GTM Engineering and embed it methodically into our clients' go-to-market, from signal architecture to CRM handover.

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Why List-Based B2B Outbound No Longer Works

Buying signals are available today. How you handle them decides whether outbound lands or scatters. Three patterns explain why list-based outreach no longer works.

Lists Without Signals

Classic outbound relies on purchased lists and fixed sequences. Response rates sit in the low single digits, because the outreach rarely matches the account's moment. Scaling through more contacts mainly scales the cost.

Signals in Silos

Buying signals are spread across dozens of sources: job postings, technology changes, funding rounds, leadership changes, intent data. The problem is not that they are missing, but that they are scattered. Separate tools never add up to one picture.

No Central Data Layer

Without a layer that brings signals together, you get data silos, duplicate enrichment and contradictory account scoring. Marketing and sales work from different states. This is exactly the gap a data and signal layer like Clay closes.

Why does list-based B2B outbound no longer work?

List-based outbound relies on volume: purchased contacts, fixed sequences, more reach. Response rates have fallen into the low single digits over the years, because the outreach rarely matches an account's current need. Buying signals that show the right moment do exist, but scattered across many sources. Reliable outbound today is signal-based, when those signals converge in a data layer and steer the outreach.

What Clay Is

Clay is a platform for signal-based data enrichment and GTM automation in B2B sales. It combines over 100 data sources, detects relevant buying signals in real time and personalizes outbound at the account level. andweekly uses Clay as the central data and signal layer within GTM Engineering and is a Clay Solution Partner for the DACH region.

What Clay does comes down to four functions: data aggregation from over 100 sources, real-time signal detection, personalization of outbound at the account level, and workflow automation. Just as important is what Clay is not. Clay is not a CRM (that role belongs to HubSpot), not an email sender, and not a reporting tool. It delivers data and signals, not pipeline management.

What does Clay do, and what is it used for?

Clay is a platform for data enrichment and GTM automation in B2B sales. It aggregates company and contact data from over 100 sources, detects buying signals and automates the personalization of outbound at the account level. It is used wherever outreach should be based on current signals rather than static lists. In practice, Clay is the data and signal layer that gives a GTM stack its foundation.

How does Clay differ from other data enrichment tools?

Many tools provide a fixed database with a limited set of fields. Clay instead bundles over 100 sources and can be adapted to the specific use case through workflow logic. That makes enrichment more flexible, but also more configuration-heavy. Where Apollo or ZoomInfo work as a ready-made database, Clay is a build environment for signal-based data processes. The value comes from the setup, not from the tool alone.

How andweekly Uses Clay Within GTM Engineering

Anyone who sources or implements Clay through andweekly gets not just the tool, but a methodical application. andweekly · Clay · GTM Engineering: in this combination, a tool becomes a system. Our work follows four steps.

1. Signal Architecture:

First, we define which buying signals matter for the given Ideal Customer Profile. Which job postings, technology changes or trigger events point to real demand? This question produces a signal taxonomy before a single workflow exists in Clay.

2. Data Aggregation and Enrichment:

Then we set up the Clay workflows. We combine the relevant data sources and automate enrichment at the account level. Scattered raw data becomes a consistent account picture.

3. Scoring and Trigger Logic:

On that basis, we model account scoring and thresholds. A signal triggers the outreach, not the calendar. This logic is called signal selling: timing and relevance come from the signal that Clay reads, not from the sequence. Qualified accounts are routed automatically into the sales workflow.

4. CRM Integration and Operations:

Finally, we secure the data flow from Clay to HubSpot: clear handover criteria, hygiene rules, ongoing optimization of the signal logic. The measurement feeds back into the signal architecture. The loop closes.

That is how a tool becomes a method. andweekly · Clay · GTM Engineering together produce, in this integration, a signal-based account identification that is reproducible.

What does signal-based outbound with Clay mean in practice?

Signal-based outbound with Clay means a detected buying signal triggers a specific outreach. Clay identifies the account through signals such as a technology change or a funding round, enriches it and hands it to sales with context. The message references the concrete trigger instead of working through a list. That way, activity follows the market's timing, not your own calendar.

Clay and Hubspot Working Together

Clay and HubSpot solve different jobs and therefore belong together. Clay is the data and signal layer, HubSpot is the system of record. Enrichment happens in Clay; qualified accounts move to HubSpot with scoring and trigger logic, where the sales workflow and reporting run. Clay without a CRM produces no pipeline; HubSpot without a signal layer produces no quality. Only together does a tool become a stack.

Outbound Becomes Precise Once Signals Steer It

Clay is the data and signal layer of a modern B2B GTM stack. It aggregates signals from over 100 sources, detects buying signals in real time and makes outbound signal-based instead of list-based. andweekly sets Clay up as a Clay Solution Partner across the DACH region and embeds it methodically into HubSpot and the go-to-market. andweekly · Clay · GTM Engineering: signals become reliable pipeline.

Raul Sfat

Managing Partner

Focus
GTM

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