Marketora
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Writing Effective Business Context

Specific profiles, personas and brand rules ('say this, not that') produce the best AI output.

The Principle of Specificity

Generic inputs yield generic AI output. The single most impactful lever for improving content quality in Marketora is writing sharp, detailed business context in your Hub.

Say This, Not That Comparison Table
Diagram comparing vague prompt inputs versus high-context specific parameters

High-Impact Context Techniques

  • Use 'Say This, Not That' Rules: Explicitly provide pairs of approved phrasing versus prohibited jargon.
  • Include Real Customer Quotes: Quote exact customer pain points and objections in your persona profiles.
  • Quantify Benefits: Rather than "faster workflows", write "reduces report generation from 4 hours to 15 minutes".
  • Name Concrete Alternatives: Specify which legacy tools or competitor categories you differentiate against.

Keeping Context Fresh

Schedule a quarterly review of your Business Context Hub to reflect newly launched features, evolving customer feedback, and refined messaging priorities.

Marketora Platform

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