What are Tags in LLM Pulse?

Tags are labels you apply to prompts to organize them by any taxonomy—product, topic, funnel stage, campaign, or team. They help you filter dashboards, compare metrics, and generate reports for specific prompt subsets.

What properties can a tag have?

Tag names must be unique within a project (case-insensitive). You can add an optional description to document what each tag represents. Tags are project-specific—each project maintains its own tag taxonomy.

How do tags affect metrics and filtering?

When you filter by tag, all metrics recalculate for that prompt subset. Visibility scores, citation counts, source analysis, sentiment—everything filters to show only data from prompts with that tag.

Can one prompt have multiple tags?

Yes, prompts support multiple tags. One prompt can be tagged "Enterprise", "Pricing", and "Q4 Campaign" simultaneously. This enables flexible analysis across multiple dimensions.

What happens when I delete a tag?

When you delete a tag, the prompts remain—only the organizational label is removed. This ensures you never lose visibility data by accidentally removing a tag.

Prompt Organization

Organize prompts with custom tags for focused analysis

Apply custom tags to organize prompts by product, topic, campaign, or team. Filter all dashboards by tag to focus your analysis and generate targeted reports.

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Organize Prompts With Tags

As your prompt library grows, tags become essential. They let you slice and dice your visibility data in meaningful ways—by product, topic, campaign, or any dimension you need.

Tagging System

Create Custom Tags

Apply tags to prompts to organize by product, topic, funnel stage, campaign, or any taxonomy that fits your business structure.

Filtered Analytics

Filter All Dashboards by Tag

Every dashboard supports tag filtering. See visibility scores, citations, sources, and trends for just the prompts with a specific tag.

Tag Analytics

Compare Tag Performance

Compare visibility metrics across tags. See which product line or topic has the highest AI visibility and where gaps exist.

Multi-Tag Support

Multiple Tags Per Prompt

Each prompt can have multiple tags. Tag a prompt as both "Enterprise" and "Pricing" for flexible multi-dimensional analysis.

Tag-Based Reports

Report by Tag

Export reports filtered by tag. Share product-specific or campaign-specific AI visibility reports with stakeholders.

Project-Specific

Tags Per Project

Each project has its own set of tags. Tag names are unique within a project, allowing consistent organization across your team.

How Tags Work

Apply tags to prompts for organized analysis

Create Tags

Create tags that match your business structure—product lines, topics, campaigns, teams, or any taxonomy you need.

Apply to Prompts

Tag prompts when creating them or in bulk for existing prompts. Each prompt can have multiple tags.

Filter Dashboards

Use the tag filter on any dashboard. All metrics recalculate to show only data from prompts with that tag.

Export & Share

Generate tag-filtered reports for stakeholders. Share product or campaign visibility reports with relevant teams.

Tag Use Cases

How teams use Tags to organize prompt tracking

Product Lines

Tag prompts by product or service. Compare AI visibility across your product portfolio.

Funnel Stages

Tag by buyer journey—Awareness, Consideration, Decision. Track how AI visibility varies at each stage.

Campaign Tracking

Create campaign-specific tags. Measure how marketing initiatives affect AI visibility over time.

Team Views

Create tags for different teams. Marketing, PR, Product—each team filters to see their relevant prompts.

Frequently Asked Questions

Learn how Tags help organize and filter your AI visibility data.

: Tags are labels you apply to prompts to organize them by any taxonomy—product, topic, funnel stage, campaign, or team. They help you filter dashboards, compare metrics, and generate reports for specific prompt subsets.
: Tag names must be unique within a project (case-insensitive). You can add an optional description to document what each tag represents. Tags are project-specific—each project maintains its own tag taxonomy.
: When you filter by tag, all metrics recalculate for that prompt subset. Visibility scores, citation counts, source analysis, sentiment—everything filters to show only data from prompts with that tag.
: Yes, prompts support multiple tags. One prompt can be tagged "Enterprise", "Pricing", and "Q4 Campaign" simultaneously. This enables flexible analysis across multiple dimensions.
: When you delete a tag, the prompts remain—only the organizational label is removed. This ensures you never lose visibility data by accidentally removing a tag.

Ready to organize your prompts?

Create your first tags and start organizing prompts by product, topic, or campaign.