BehaviorProbeta
Bad News Message

Deliver the message no one wants to send — without the escalation.

The Escalation Prevention Model turns rejections, price increases and cancellations into messages customers can accept. Fewer complaints, fewer angry reviews, fewer escalations.

Available on Pro and Enterprise plans.

How it works

From draft to escalation-safe message in three steps

Each generation includes the reasoning behind every behavioral choice — auditable for compliance and legal review.

  1. 1

    Input

    Pick the message type and paste your draft, or describe the situation in your own words.

  2. 2

    Field extraction

    AI extracts customer actions, organization actions, rules, compensation options and other context fields.

  3. 3

    Generation

    Receive a turn-key bad-news message optimized to minimize negative reactions and prevent escalation.

ALTERNATE ROUTE · ESCALATION PREVENTION
Prevent unwanted behavior.
Bad news, denials, complaints — without escalating.
▸ The Escalation Prevention Model
Bad news input
→
Triage
→
Determine message format
→
Building blocks
→
De-escalating message
▸ Format matrix · blame × initiation
Org initiates
Customer initiates
Customer NOT at fault
Format 1· selected
Service failure · org reaches out
Format 2
Customer reports issue
Customer IS at fault
Format 3
Policy enforcement
Format 4
Customer asks for exception
▸ Result
· Original · cold
Subject: Cancellation notice — UA417 / 15 May
Dear customer,

We regret to inform you that flight UA417 scheduled for 15 May has been cancelled due to inclement weather conditions. Per our terms section 4.3, we are not liable for delays caused by force majeure.

Please consult our website for further information regarding rebooking or refund options. Standard processing times apply.

Thank you for your understanding.
Customer Operations
Extract · context + format
Format 1 · Customer NOT at fault, Org initiates
● TRIPLET · Objective description · what we do · what customer can do
Storm grounded UA417 · we offer rebooking + refund · customer picks one option
Factual explanation
Weather outside our control · safety call
Apology / empathy
Acknowledge plans depending on this flight
Help / compensation
Same-day rebooking · 25% voucher · full refund option
Likely questions
"Will I make it tomorrow?" · "Can I get a hotel covered?"
· Generated · empathetic
Subject: Your flight on May 15th — and what we're doing

We know you have plans tomorrow that depend on this flight. UA417 was grounded — your options are ready and the choice is yours.

Severe-weather protocols force us to ground flights when storm fronts pass over the departure region. It's a safety call we can't override.

That doesn't make tomorrow easier for you — and we won't pretend otherwise. We're sorry that today's plans are landing on this.

Two options are ready: 6 a.m. on May 16 (arrives in time for most morning events), or full refund + 25% voucher. Need a hotel tonight? Reply with your booking and we'll cover it.

0:00 / 0:27
ALTERNATE ROUTE · ESCALATION PREVENTION
Prevent unwanted behavior.
Bad news, denials, complaints — without escalating.
▸ The Escalation Prevention Model
Bad news input
→
Triage
→
Determine message format
→
Building blocks
→
De-escalating message
▸ Format matrix · blame × initiation
Org initiates
Customer initiates
Customer NOT at fault
Format 1· selected
Service failure · org reaches out
Format 2
Customer reports issue
Customer IS at fault
Format 3
Policy enforcement
Format 4
Customer asks for exception
▸ Result
· Original · cold
Subject: Cancellation notice — UA417 / 15 May
Dear customer,

We regret to inform you that flight UA417 scheduled for 15 May has been cancelled due to inclement weather conditions. Per our terms section 4.3, we are not liable for delays caused by force majeure.

Please consult our website for further information regarding rebooking or refund options. Standard processing times apply.

Thank you for your understanding.
Customer Operations
Extract · context + format
Format 1 · Customer NOT at fault, Org initiates
● TRIPLET · Objective description · what we do · what customer can do
Storm grounded UA417 · we offer rebooking + refund · customer picks one option
Factual explanation
Weather outside our control · safety call
Apology / empathy
Acknowledge plans depending on this flight
Help / compensation
Same-day rebooking · 25% voucher · full refund option
Likely questions
"Will I make it tomorrow?" · "Can I get a hotel covered?"
· Generated · empathetic
Subject: Your flight on May 15th — and what we're doing

We know you have plans tomorrow that depend on this flight. UA417 was grounded — your options are ready and the choice is yours.

Severe-weather protocols force us to ground flights when storm fronts pass over the departure region. It's a safety call we can't override.

That doesn't make tomorrow easier for you — and we won't pretend otherwise. We're sorry that today's plans are landing on this.

Two options are ready: 6 a.m. on May 16 (arrives in time for most morning events), or full refund + 25% voucher. Need a hotel tonight? Reply with your booking and we'll cover it.

What you get

A specialised tool, not a generic rewriter

Bad news has its own behavioral rules. This feature applies them — without hiding or spinning the decision.

Built on the Escalation Prevention Model

A scientifically grounded framework designed to minimize negative reactions and prevent escalation to complaints or public criticism.

Developed by behavioral psychologists

Built by the team at Guideology with deep expertise in customer communication and behavioral risk.

Behavioral markers + persuasion techniques

Draws on the same 300+ markers and 60+ techniques as the optimizer — applied to the harder problem of saying "no".

Empathy without losing the message

Preserves the substance of the decision (rejection, price increase, cancellation) while reframing it to land softer.

Field extraction from your draft

AI extracts customer actions, organization actions, rules, compensation options and other context fields automatically.

Fair, honest, escalation-aware

Never spins or hides the bad news — it makes the decision easier to accept, not easier to ignore.

Reduces complaints and public criticism

Designed to lower the chance a frustrated customer becomes a public reviewer, social-media post or formal complaint.

Every choice explained

Each technique is annotated so your communications, compliance and legal teams can review the reasoning.

For rejections, price hikes, cancellations

Use cases include claim rejections, contract terminations, price increases, service deprecations, account suspensions.

AVG/GDPR-safe processing

EU-hosted, SSL-encrypted, no training on your content. Drafts are processed, not stored.

Where it lands

Used where bad news has real consequences

Insurance, finance, subscriptions, public sector — wherever escalation costs more than the message itself.

“We piloted Bad News Message on a batch of claim rejections. Complaint volume dropped noticeably in the same period.”
Customer Care Lead
Insurance company
Placeholder — real quote follows
“Telling customers we were ending a feature used to take a week of drafts and approvals. Now it takes an hour and lands better.”
Director of Communications
Subscription service
Placeholder — real quote follows
“The escalation-prevention reasoning is documented inline — our compliance review of bad-news letters got faster, not slower.”
Head of Legal & Compliance
Financial services
Placeholder — real quote follows

Questions about Bad News Message

Try Bad News Message on your hardest letter

Bring the rejection, price hike or cancellation you've been postponing. We'll help you send it.

See plans

Pro feature — included on Pro and Enterprise plans.