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Unstuck Engine for Clay

This guide shows how to integrate Unstuck Engine's multi-dimensional lead qualification into Clay workflows via bi-directional webhooks, enabling sophisticated lead prioritization and automated qualification that scales with your business.

Ivan Kovpak avatar
Written by Ivan Kovpak
Updated over a month ago

Why Clay Users Need Unstuck Engine Integration

Clay excels at data enrichment and workflow automation, but lacks several critical capabilities that B2B teams need for effective lead qualification and prioritization:


The Clay Column Limitation Problem

Clay's action column limits (32 columns on paid plans, 40 on Enterprise) become a critical bottleneck when building sophisticated lead qualification systems. The challenge isn't storing data - it's the complex logic required for multi-dimensional scoring.

Multiple ICP scoring requires extensive formula logic:

  • Each ICP model needs 8-12 action columns for weighted scoring calculations

  • Multiple ICP models can require 25+ individual parameters to evaluate

  • Each parameter needs filtering, scoring, and weighting logic

  • Additional columns needed for persona matching algorithms

  • More columns for intent signal processing and decay models

With live intent signals, the math doesn't work:

  • 3 ICP models × 10 scoring parameters = 30 action columns

    • 5 columns for persona matching logic

    • 8 columns for intent signal processing

    • 5 columns for final weighted calculations

  • = 48+ action columns needed (exceeds even Enterprise limits)

Unstuck Engine solves this by moving all complex scoring logic to its AI engine, returning simple, pre-calculated scores via a single webhook. This frees up your action columns for workflow automation instead of manual scoring mathematics.

Missing Native ICP & Persona Capabilities

Unlike dedicated sales intelligence platforms, Clay doesn't natively support:

  • Multiple ICP models simultaneously - Most B2B companies need to score leads against different market segments or product lines

  • Dynamic persona matching - Automatic identification of decision makers, influencers, and champions within target accounts

  • Weighted scoring systems - Sophisticated algorithms that balance firmographic, technographic, and behavioral data

Intent Signal Aggregation Gap

While Clay can receive intent data from various sources, it cannot:

  • Automatically aggregate multiple signals into unified engagement scores

  • Apply decay models to time-sensitive intent signals

  • Cross-reference behavioral data with ICP/persona fit in real-time

  • Provide engagement staging (A-E levels) for prioritized outreach

Unstuck Engine fills these gaps by providing real-time intent signal aggregation from 20+ sources with automatic ICP and persona scoring, delivered as clean, actionable data to Clay.

Part 1: Receiving Enriched Data from Unstuck Engine in Clay

Quick Setup

  1. In Clay: Create a webhook and copy the provided URL

  2. In Unstuck Engine: Follow the Outbound Webhooks setup guide to configure your Clay webhook URL

  3. Back in Clay: Map the incoming data fields to your table columns

Key Data Fields to Map

Consolidated Scoring (Replaces 15-20 Clay columns):

  • icp_score & icp_reason → Single ICP qualification score

  • personas_codes & personas_score → Multi-persona match in one field

  • icp_version → Track which ICP model was used

Aggregated Intent Intelligence:

  • action_intent → Consolidated intent level (1st/2nd/3rd party)

  • signal_action → Behavioral trigger type

  • timestamp → Real-time signal timing

Essential Contact Data:

  • person_name_full, person_email_company, person_jobtitle

  • company_name, company_employee_count, company_industry

For complete field descriptions, see the Outbound Webhooks documentation.

Part 2: Sending Signals from Clay to Unstuck Engine

Quick Setup

  1. In Clay, add HTTP API enrichment and create a new connection named "Unstuck Engine"

  2. Configure POST method with your unique Unstuck Engine inbound webhook URL

  3. Set up the JSON payload structure

API Configuration

Method: POST
Endpoint: Your unique Unstuck Engine inbound webhook URL (get this from the Inbound Webhooks setup guide)

Request Body:

{ "intent": "{{clay_intent_column}}", "linkedInProfileUrl": "{{clay_linkedin_url_column}}", "source": "{{clay_source_column}}", "additional_info": "{{clay_custom_info_column}}" }

Common Use Cases

CRM Import for ICP Scoring:

{ "intent": "1", "linkedInProfileUrl": "{{clay_crm_linkedIn_url}}", "source": "{{clay_crm_sync}}", "additional_info": "{{clay_crm_lead_source}}" }

Event Attendee Qualification:

{ "intent": "1", "linkedInProfileUrl": "{{clay_event_linkedIn_url}}", "source": "{{clay_events}}", "additional_info": "{{clay_event_name_role}}" }

For complete payload structure and intent level definitions, refer to the Inbound Webhooks documentation.

Integration Benefits

Column Efficiency Gains

  • Before: 40+ columns needed for comprehensive lead scoring

  • After: Single webhook payload delivers all qualification data

  • Result: 35+ columns freed for additional workflow logic and data enrichment

Advanced Capabilities Unlocked

  • Multi-ICP scoring: Evaluate leads against different market segments simultaneously

  • Dynamic persona matching: Automatic identification of buyer roles and influence levels

  • Intent aggregation: 20+ signal sources combined into actionable engagement stages

  • Real-time updates: Scoring refreshes as prospect behavior changes

Best Practices

Workflow Optimization

  • Segment by ICP score: Create separate Clay workflows for different qualification tiers

  • Leverage engagement staging: Use A-E levels for appropriate campaign types

  • Monitor score velocity: Track prospects with improving qualification over time

Automation Tips

  • Enable auto-update for real-time data sync

  • Use conditional logic based on ICP scores to trigger different workflows

  • Set up alerts for high-scoring prospects (A-B engagement levels)

This integration transforms Clay from a data enrichment tool into a sophisticated B2B qualification engine, combining Clay's workflow capabilities with Unstuck Engine's AI-powered ICP scoring and intent aggregation.

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