> ## Documentation Index
> Fetch the complete documentation index at: https://irisdocs.prescientlabs.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Marketing Use Cases

> Opportunity patterns for research, content operations, campaign analysis and personalisation.

## Customer and market research

Combine interview notes, survey responses, CRM feedback and public information to identify recurring themes. Use AI to accelerate synthesis, then validate claims before turning them into positioning.

## Content production

Use approved source material to create first drafts, repurpose long-form assets and adapt content by format.

**Risk:** generic output and invented claims.

**Control:** source-grounded prompts, editorial review and brand guidance.

## Campaign analysis

Summarise performance movements and likely drivers from campaign data. Keep causal claims separate from correlation.

**KPI:** analyst preparation time, speed to decision, campaign efficiency.

## Personalisation

Create variants using known account or segment data where the additional relevance justifies the data and operational complexity.

## SEO workflow

Support topic clustering, brief creation, internal linking and content refresh identification. Human review remains important for expertise, differentiation and accuracy.

<Warning>
  High-volume AI content is not automatically a growth strategy. If the client has weak positioning or distribution, producing more copy may simply scale noise.
</Warning>