Skip to main content

Captions and Variants

Influgen treats captions as first-class assets, not text attached at the end. Every content item can include a base caption, hashtags, CTA, and optional A/B variants for testing.

How captions are generated​

Caption generation draws from:

  • the character's niche and personality
  • the content prompt or scene description
  • the target platform
  • the desired language
  • the selected CTA style

This is why captions improve when the character profile is sharp. The system has more than the prompt to work from.

Caption variants​

You can create 2 to 3 caption variants for a content item. Influgen uses a small set of proven styles:

  • story-led
  • question-led
  • cta-led
  • punchy

One variant can be marked as selected before scheduling. If a post has already been published, its variants are locked and cannot be regenerated or changed.

[screenshot: Caption variants drawer showing three variants, selection state, and style labels]

How selection works​

When you select a caption variant:

  • the chosen variant becomes the active caption for that content item
  • pending scheduled posts update to use the selected text
  • future analytics can attribute performance to that variant index

This makes A/B testing operational instead of theoretical.

Hashtags​

Influgen stores hashtags as a list and carries them through generation, scheduling, and publishing. Good hashtag sets are:

  • narrow enough to match the niche
  • broad enough to provide discovery
  • short enough to stay readable

Avoid treating hashtags like a garbage bin for every adjacent keyword. Relevance matters more than count.

Writing rules that help the engine​

If you want better captions, define:

  • tone
  • audience relationship
  • CTA aggressiveness
  • banned phrases
  • platform-specific differences

Example:

Instagram captions should feel intimate and reflective.
X captions should be shorter and more opinionated.
Avoid sounding preachy.

When to use manual captions​

Override the generated caption when:

  • a campaign has legal copy requirements
  • you are referencing a real product or date-sensitive event
  • you need a very specific CTA
  • the brand voice is still being tuned

Influgen works best when the system handles the first draft and the operator handles the last 10 percent when needed.