AI Search Share of Voice
Independent PiSkill directory guide. The original skill remains hosted by SE Ranking SEO Skills.
What is AI Search Share of Voice?
Measures how often a brand and its competitors appear across AI search engines such as ChatGPT, Perplexity, Gemini, Google AI Overview, and AI Mode, then identifies topic ownership and visibility gaps.
What does AI Search Share of Voice do?
AI Search Share of Voice is an SE Ranking skill for comparing how visible a brand is against competitors across AI-powered search experiences such as ChatGPT, Perplexity, Gemini, Google AI Overview and AI Mode. It focuses on where brands are mentioned or cited and which topic clusters each competitor appears to own.
Who is AI Search Share of Voice best for?
- SEO and AEO teams measuring LLM visibility
- Brands comparing AI-search presence with competitors
- Agencies reporting GEO or AI Overview visibility
- Content strategists looking for citation and topic gaps
Common use cases
- Compare brand visibility across major AI search engines
- Identify prompts where a brand is cited or mentioned
- Cluster AI-search visibility by topics such as pricing or comparisons
- Find areas where competitors receive citations but the target brand does not
How does AI Search Share of Voice work?
The workflow builds an AI-search leaderboard and heatmap, samples prompts where each domain appears, clusters those prompts by topic and then identifies visibility gaps and actions to close them. Its output is designed to preserve the sampled prompts and cited sources for validation.
Key benefits
- Measures AI-search visibility comparatively rather than in isolation
- Shows topic-level ownership, not just one aggregate number
- Keeps sample prompts and sources available for validation
- Can be rerun to track movement over time
Things to know
- The skill requires SE Ranking's AI-search data and connected tooling
- Coverage reflects the engines, prompts and country available in the dataset
- Share-of-voice measurements can change quickly and should be treated as time-stamped snapshots
Compatible tools
Frequently asked questions
What is AI Search share of voice?
Can this help with AEO or GEO?
Related skills
GEO / AI Citation Audit
Audits one URL for Generative Engine Optimization by checking where it is or is not cited in AI search and recommending page-level changes that can improve LLM and AI Overview citability.
SEO Content Brief
Generates a writer-ready SEO content brief from a domain and topic using keyword research, competitor discovery, SERP analysis, content gaps, internal-link opportunities, AI-search citations, and traffic-potential estimates.
SEO Page Intelligence
Analyzes a single URL's ranking keywords, traffic, position history, SERP context, metadata, indexing signals, and AI-search citation status to decide whether to keep, refresh, consolidate, or retire the page.
SEO Roadmap Planner
Builds a phased SEO roadmap from technical debt, content gaps, competitive position, keyword opportunities, and AI-search readiness, with sequencing, owners, and success metrics.
Long-Tail Keyword Research
Mines long-tail and question keywords for a topic, surfaces niche content opportunities, and turns them into a scalable content plan with templates, URL patterns, and quality gates.
Marketing Performance Report
Builds a marketing performance report that explains channel metrics, trends, wins, weak spots, recommended improvements, and next-period priorities across SEO, paid, content, and lifecycle marketing.