Recommendations

Recommendations are generated from observed gaps where competitors appear or are cited and the target brand does not win the answer.

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 is based on repeated gaps, prompt value, engine weight, confidence, and estimated effort. High priority does not mean the action is automated; it means the gap is worth reviewing first.

Common reason codes

Recommendations can be triggered by signals such as:

• competitor owned page cited
• competitor mentioned in answer
• third-party directory dominates
• missing category page
• missing comparison content
• no owned source retrieved

Actions

Available actions are local workflow actions:

• generate or open a content draft
• save an implementation URL after work ships
• update recommendation status when the plan includes recommendation workflow
• inspect before/after citation impact after future tracking runs

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