ProductApril 10, 2026·10 min read

Response Style: customize your AI agent's voice

Citai Team

April 10, 2026 · 10 min read

The problem: generic tone doesn’t represent your brand

An unconfigured LLM writes generically. But your company has a voice: formal or casual, technical or approachable, brief or detailed.

Response Style lets you define exactly how your AI agent writes — from the signature to words it should avoid.

What you can configure

Custom signature

HTML signature auto-appended to every generated response. Include name, title, phone, website.

Preferred tone

Default tone for responses: Professional, Friendly, Formal, or Concise. Changeable per response.

Custom instructions

Free-text rules injected into the LLM system prompt: “Always mention free shipping over $50”, “Never promise specific delivery dates”, “Use formal address”.

Format and length

Choose HTML or plain text, max length (short/medium/long), auto-greeting and auto-farewell toggles.

Where it applies

Style applies to quick-mode responses and thread-generated responses. Templates have their own fixed format and are not affected.

Tone calibration by industry

Each industry has different communication expectations. Here is the calibration guide:

Banking and financial services

  • Recommended tone: Formal
  • Key instructions: “Always use formal address”, “Never promise specific returns”, “Include legal disclaimers when mentioning financial products”
  • Length: Medium to long — clients expect complete, detailed responses
  • Example: “Dear Mr./Ms. {{client_name}}, regarding your inquiry about our investment products…”

E-commerce

  • Recommended tone: Friendly or Professional
  • Key instructions: “Always include order number”, “Offer alternatives when a product is unavailable”, “Use emojis sparingly”
  • Length: Short to medium — quick, actionable responses
  • Example: “Hi {{client_name}}! We checked your order #{{order_number}} and here’s the update…”

SaaS / Technology

  • Recommended tone: Professional
  • Key instructions: “Include links to relevant documentation”, “Use technical terms but explain briefly”, “Offer a clear next step”
  • Length: Medium — balance technical detail with clarity
  • Example: “{{client_name}}, thanks for reporting this issue. Our engineering team is investigating…”

Healthcare

  • Recommended tone: Formal with empathy
  • Key instructions: “Never give specific medical advice”, “Always recommend consulting a professional”, “Empathetic and calm tone”
  • Length: Medium — informative but careful

Education

  • Recommended tone: Friendly
  • Key instructions: “Use accessible language”, “Include deadlines clearly”, “Offer additional resources”
  • Length: Short to medium

How to detect and adapt tone automatically

Citai can semi-automatically adapt to the received email’s tone:

  1. Pre-analysis detects sentiment: If the client’s email is negative/urgent, Citai suggests Formal tone automatically
  2. Thread history: If the conversation started casual and escalated to a complaint, tone adjusts
  3. Conditional instructions: You can write rules like “If the client mentions ‘urgent’ or ‘complaint’, use Formal tone with apology”
Tip: Combine the default tone with conditional instructions to create an adaptive system without technical complexity.

Brand voice guidelines integration

How to document your brand voice

Use the custom instructions field as a mini brand guide:

  1. Words to USE: List words that represent your brand (e.g., “innovative”, “reliable”, “approachable”)
  2. Words to AVOID: List forbidden words (e.g., “cheap” -> use “affordable”, “problem” -> use “situation”)
  3. Preferred structure: Define how to open and close emails (e.g., “Always start by thanking the client”)
  4. Format rules: “Use bullet points for lists of 3+ items”, “Bold for key information”

Example of complete brand voice instructions

“We’re an edtech company. General tone: professional but approachable. Use first names. Always start by thanking the inquiry. Never say ‘we can’t’ — say ‘we suggest as an alternative’. Include link to docs.our-platform.com when relevant. Always sign off with ‘Need anything else? We’re here.’ before the signature.”

Measuring tone consistency across agents

The inconsistency problem

Without a defined style, the AI agent generates different responses each time. Even with a configured style, it’s important to verify:

Consistency indicators

  • Instruction adherence: Do generated responses follow custom rules? Review 10 random responses per week
  • Length variation: If you set “short” but some responses have 8 paragraphs, adjust instructions
  • Prohibited vocabulary usage: Search email history for words you asked to avoid
  • Correct format: Is the signature included? Is the configured greeting used?

Monthly audit process

  1. Export 20 random responses from history
  2. Verify against brand instructions
  3. Identify recurring deviations
  4. Adjust instructions to correct
  5. Document changes in an internal changelog

Tone variation examples

The same response in all 4 available tones:

Query: “What is the delivery time?”

Professional:

“Dear {{client_name}}, standard delivery time is 5-7 business days. For express shipping, you can select the option at checkout for an additional $10. We’re at your disposal.”

Friendly:

“Hi {{client_name}}! Deliveries take 5-7 business days. Need it faster? We have express shipping for just $10 extra. Anything else I can help with?”

Formal:

“Mr./Ms. {{client_name}}: In response to your inquiry, we inform you that the current delivery period is five (5) to seven (7) business days from order confirmation. For expedited delivery service, an additional charge of USD 10.00 applies. Sincerely.”

Concise:

“Delivery: 5-7 business days. Express: +$10. Anything else?”

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