Recommendation Guidelines
This article explains how to interpret Limy’s recommendations and apply them effectively to improve AI visibility and positioning.
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This article explains how to interpret Limy’s recommendations and apply them effectively to improve AI visibility and positioning.
The Recommendations Guidelines provide clear direction on how to approach and implement each recommendation effectively. They outline the goal of the recommendation, explain why it matters, and include step-by-step guidance and best practices to help you take action with confidence.
Use the guidelines to align with your team, understand expected outcomes, and ensure you’re following the recommended approach for maximizing impact and improving overall visibility.

Now that you had a chance to review your suggested recommendation, you can collaborate with your team to put it into action and use it to enhance your overall visibility.
Add a status to your recommendation to organize your workload and signal active work, allowing Limy to surface additional recommendations.
Recommendations are data-driven actions suggested by Limy to improve how AI systems ingest, reference, and position your brand in AI-generated answers.
Recommendations are generated based on prompt-level visibility gaps, competitor performance, source influence, sentiment signals, and AI ingestion behavior specific to your market.
Yes. Recommendations reflect your industry, competitors, and the prompts most relevant to your ICP.
Prioritize recommendations tied to high-impact prompts, topics with strong commercial intent, or areas where competitors consistently outperform you.
Updating statuses helps Limy understand what has already been implemented, keeps your workspace organized, and enables the system to surface new and more relevant recommendations.
Results typically appear gradually as AI systems ingest updated content and refresh their answers, which can take days or weeks depending on the change.
Still have questions? We’re here to help. Contact us at answers@limy.ai - we’d be happy to assist.
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