Recommendations

Recommendations are generated from observed gaps where competitors appear or are cited and your brand is not.

What a recommendation contains

Recommendation cards can include:

• title
• summary
• priority score
• status
• suggested content type
• target audience
• suggested keywords
• associated prompts
• content type distribution
• top citations
• evidence-backed details

Priority

Priority reflects the strength and recurrence of the supporting evidence, along with the likely value and practicality of addressing the gap. High priority does not mean the action is automated; it means the gap is worth reviewing first.

Why you may see a recommendation

Recommendations can be triggered by signals such as:

• A page owned by a competitor is cited in the answer.
• A competitor is mentioned in the answer.
• A third-party directory or listicle is winning the answer instead of your site.
• Your site is missing a category page for the topic.
• Your site is missing comparison content for the topic.
• The engine did not retrieve any source you own while answering.

Actions

From a recommendation you can:

• generate or open a content draft
• save an implementation URL after work ships
• change a recommendation's status, on plans that include it (see Plans and limits)
• inspect before/after citation impact after future tracking runs

Citlyze does not publish externally, post to social, or send outreach from these recommendation actions.