Customer Support Paid

Signals

Conversational clienteling for repeat revenue across ecommerce messaging channels

Visit official website
PricingPaid
Starting priceUsage-based
Free planNo
Free trialYes
APIYes
Open sourceNo
DeploymentCloud
Last verifiedJuly 30, 2026
Overview

Tool overview

Signals is listed under Customer Support AI tools.

Summary

What is Signals?

Signals gives DTC brands one ongoing customer conversation across iMessage, RCS, SMS, and WhatsApp. It handles product questions, order support, exchanges, post-delivery check-ins, retention, and repeat-purchase recommendations with AI and human escalation.

Best fit

Best for

DTC brands using one-to-one messaging to increase repeat purchases

Audience

Who is it for?

DTC brandsE-commerce support teamsRetention marketersCustomer experience leadersSubscription businesses
Recommendation

Decision note

Suitable for evaluation after confirming final commercial terms, permissions, data handling, lifecycle status, and edit-screen aliases. Keep Needs Review enabled until a human verifies the published profile.

Capabilities

Key features

Two-way iMessage, RCS, SMS, and WhatsApp

AI replies with human escalation in the same thread

Order, delivery, exchange, and retention workflows

A/B pilots measured against holdout groups

Remote MCP server for approved workspace access

Workflows

Use cases

Answering product questions before purchase

Checking in after delivery

Rescuing exchanges before refunds

Driving repeat purchases and cross-sells

Analyzing customer-conversation themes

Strengths

Pros

  • Connects pre-purchase and post-delivery context
  • Works with existing ecommerce support stack
  • Pilot performance is measured against a holdout
  • Human teams can take over without losing history
Considerations

Cons

  • Exact pricing requires volume scoping
  • Proactive messaging requires consent controls
  • Best suited to physical-product ecommerce brands
Considerations

Limitations

Signals processes customer, order, consent, and conversation data. Brands must verify messaging permissions, opt-outs, channel rules, AI replies, escalation, integrations, and measured claims before using automated outreach.

Cost

Pricing details

Pricing modelPaid
Starting priceUsage-based
Free planNo
Free trialYes
Pricing context

Billing options

Per engaged conversationMonthly or annual contractRefundable four-week pilot
Pricing context

Pricing note

Signals typically charges per engaged conversation each month. Exact rates depend on expected volume and pilot scope. The four-week pilot is refundable and measured through an A/B holdout, but it is not presented as a free trial.

View official pricing
Compatibility

Supported languages

  • English
Connectivity

Integrations

Shopify

Gorgias

Zendesk

Gladly

Loop

Redo

EasyPost

Slack

MCP clients

Specs

Technical details

PlatformsWeb
Multilingual supportUnknown
Login requiredYes
Open sourceNo
DeploymentCloud
CompanyMaterial Model, Inc. (d/b/a Signals)
Launch year2026
Models / versionsAI concierge Conversation analytics MCP connector
Editions / plansFree, Basic, Professional, Organization, and Custom plans
Data confidenceHigh
Last verifiedJuly 30, 2026
Documentation → Release notes → Data source →
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Answers

Frequently asked questions

Signals gives DTC brands one ongoing customer conversation across iMessage, RCS, SMS, and WhatsApp. It handles product questions, order support, exchanges, post-delivery check-ins, retention, and repeat-purchase recommendations with AI and human escalation.
DTC brands using one-to-one messaging to increase repeat purchases
The listed pricing model for Signals is Paid. Pricing can change, so users should verify the latest plan details on the official website.
Yes. The current profile indicates that a free trial is available.
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