GEO Benchmark

What it does

Generates comparative GEO benchmarks for a vertical: runs 100+ buyer-intent queries against ChatGPT, Gemini, Claude and Perplexity, then aggregates who gets cited, with what share of voice, and how recent the information is. Returns a shareable PDF report plus an interactive dashboard.

When to use it

To position the brand against the AI market, not just against a single direct competitor.
For sales pitches and board reviews that ask "how do we stand in the sector?".
To identify the brands LLMs treat as authoritative references in the vertical (lookalike targets for citation outreach).

Required inputs

Vertical (industry / sub_industry) to analyse.
Optional: list of priority brands to track in the report.

Example output

{
  "slug": "geo-benchmark",
  "industry": "Fashion",
  "top_brands": [
    {"brand": "Zara", "sov": 18.4},
    {"brand": "H&M", "sov": 12.1}
  ],
  "recency_median_months": 6,
  "report_pdf_url": "https://..."
}