# Trailspark vs Warmly: Lead Scoring Comparison

> Compare Trailspark and Warmly for B2B GTM. Lead scoring vs visitor identification plus outbound, explainability, and which to pick by motion.

_URL: https://www.trailspark.ai/alternatives/warmly_

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# Trailspark vs Warmly

Warmly is an independent B2B GTM platform that positions around autonomous revenue agents. Its core products include a TAM Agent for outbound and an Inbound Agent for visitor conversion.

At a glance

## The short version

Warmly

Warmly is an independent GTM platform positioned around autonomous revenue agents. Its core products include a TAM Agent for outbound targeting and an Inbound Agent that identifies anonymous website visitors and engages them. The workflow centers on orchestration and outbound execution.

Trailspark

Trailspark scores the leads already in your pipeline and writes the results to your existing CRM. It's a scoring layer, not an outbound orchestration stack. Scoring evaluates product usage, demand gen, and ICP fit together in one pass, and every score ships with plain-language reasoning your reps can read before acting.

## Side by side

Sourced from each company's public pages, press releases, and verified industry reporting.

Feature

Trailspark

Warmly

Ownership

Independent

Independent

Founded

In early access

2020

Primary category

AI lead scoring for B2B SaaS

Autonomous revenue agents / GTM platform

Core workflow

Scoring leads already in your pipeline

TAM Agent (outbound) + Inbound Agent (visitor conversion)

Outbound sequencing

Not included (writes to your outbound tool)

Included as part of the agent workflow

Public pricing

Published (Free, $199, $499, $999/mo)

Published on warmly.ai

Trailspark

## What Trailspark does

Capabilities you'll see when you run Trailspark on your own data.

### Lead scoring, not outbound orchestration

Trailspark scores the leads already in your pipeline with plain-language reasoning. It does not generate outbound sequences, write emails, or run AI SDR workflows.

### Writes scores to your existing stack

Trailspark outputs scores to the CRM fields your team already uses. Workflow triggers fire in Salesforce Flow, HubSpot Workflows, or whatever outbound tool you already run.

### Organization-level identity resolution via domain matching

Trailspark resolves users to their organization through email domain matching. This is account-level resolution, not cross-email person-level identity stitching.

### Selective CRM record creation

Product users are scored at the organization level first. Only users meeting a threshold create CRM records, so the database doesn't inflate with every identified account.

### Full-context scoring

Product usage, demand gen engagement, and ICP fit are evaluated together in one scoring pass. Every score ships with the signals, weights, and confidence level behind it.

## Common questions

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## Keep reading

[Product

### How Trailspark scores leads

Full-context scoring with plain-language reasoning.](https://www.trailspark.ai/ai-lead-scoring)[Pricing

### Free to $999 per month

Published, per-lead pricing. Start free.](https://www.trailspark.ai/pricing)[Compare

### All comparisons

Facts on every lead scoring alternative.](https://www.trailspark.ai/alternatives)

## Run Trailspark on your own data

Start with the free plan. No sales call to evaluate. Run Trailspark alongside any tool on your real pipeline and decide with the output in front of you.

[Sign Up Free](https://app.trailspark.ai/register)