Citation Analysis

For [brand name], pull prompt variants filtered to citation_domain = [brand domain] (e.g., "brandname.com").

Report:
1. How many variants cite [brand domain]?
2. What percentage of total tracked variants does this represent?
3. What tags and topics are the cited variants concentrated in?
4. Are there tags with zero or near-zero citations from [brand domain]? Those are content citation gaps.

For [brand name], run a citation coverage analysis. For each major tag in the brand's configuration:
1. Pull variants with that tag where citation_domain = [brand domain] — count
2. Pull total variants with that tag — count
3. Calculate citation rate per tag

Rank tags by citation rate from lowest to highest. Tags with low citation rates despite having tracked prompts are content gaps — AI is answering these questions but not citing [brand name]'s content.

For [brand name], I want to see which competitor domains are being cited in AI responses. Run pulls filtered to citation_domain for each main competitor's domain:
- citation_domain = [competitor1.com]
- citation_domain = [competitor2.com]
- citation_domain = [competitor3.com]

For each, report the count and which tags/topics they're concentrated in. Which competitor's content is AI pulling from most? On which topics is their content being cited instead of [brand name]'s?

For [brand name], pull variants where:
- brand_present = true
- citation_domain is NOT [brand domain] (i.e., [brand name] is mentioned but via third-party sources)

Limit to 30 results. What third-party domains are responsible for [brand name]'s AI mentions? Are there publications, directories, or review sites that AI consistently uses to reference [brand name]? These are the highest-leverage third-party PR and link targets.