Recommendations Tracking

This article explains how to track the impact of completed recommendations over time and measure improvements in AI visibility and performance.

With Limy, you can track completed recommendations and see the impact it has on how many more references from the LLM it now has. Once tracked, Limy monitors how AI visibility changes over time for the relevant prompts and topics.

Navigate to Recommendations > Tracking to view the impact and impressions of all your recommendations.

Click on a specific recommendation to open its detailed view.

Within this view, you’ll see:

• An impact trend line showing how visibility has changed over time

• A list of new prompts where your brand now appears as a result of the recommendation

• The original recommendation guidelines, providing context on what was implemented and why

This allows you to clearly connect executed actions to measurable changes in AI visibility.

When recommendations are used consistently, you should be able to:

• Appear in a growing number of relevant AI prompts

• Improve visibility for high-intent and high-value topics

• See measurable changes after publishing content or PR

• Build a clear connection between execution and AI visibility outcomes

Recommendations work best when treated as an ongoing operating system rather than a one-time task list.

FAQs

What are recommendations in Limy?

Recommendations are data-driven actions suggested by Limy to improve how AI systems ingest, reference, and position your brand in AI-generated answers.

Why is it important to update recommendation statuses?

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.

How long does it take to see results?

AI systems update over time as they ingest new content. Some changes may appear after 6 days, while others take longer depending on crawl and model update cycles.

How long does it take to see results after implementation?

Results typically appear gradually as AI systems ingest updated content and refresh their answers, which can take days or weeks depending on the change.

Are recommendations customized to my brand?

Yes. Recommendations reflect your industry, competitors, and the prompts most relevant to your ICP.

How should I prioritize recommendations?

Prioritize recommendations tied to high-impact prompts, topics with strong commercial intent, or areas where competitors consistently outperform you.

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Related Content

Recommendation FeedRecommendation TypesRecommendation StatusesRecommendation GuidelinesRecommendation Plan

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