62.2% of AI citations go to Coca-Cola and Pepsi. You are a niche brand?
The 12-week playbook to win on dominable niches — based on Chen et al. 2025 (Univ. Toronto, arXiv:2509.08919)
In 30 minutes, you identify the 5-10 dominable niches in your vertical and have a 12-week plan to conquer them on ChatGPT, Perplexity, Claude, and Gemini.
What you get
- The 5-dimension test to score each niche (0-10) — any niche 8+/10 is dominable, any niche below 6/10 should be abandoned
- The complete 12-week playbook Phase 1 to 4 with week-by-week actions (Foundation, Content, Earned media, Measurement)
- Engine-specific tactics: ChatGPT (hardest, 6-9 months minimum) vs Perplexity (most accessible, breakout in 2-3 months) vs Claude vs Gemini
- The board-ready KPI: Niche-specific top-3 share across your 5-10 chosen niches — defensible to your leadership committee
- The 5 killer mistakes that burn your GEO budget with zero results (including the one made by 90% of niche brands)
The brutal finding your competitors have not accepted yet
Chen et al. 2025 (University of Toronto) measured big brand bias on 40 cola brands under unbranded prompts on ChatGPT and Perplexity: major brands = 62.2% of citations. Niche brands = 9.0%. Coca-Cola and Pepsi dominate structurally. Fighting on broad categories is indefensible.
The good news: there are narrow niches where your brand can legitimately be top-3 — and AI engines cite them. That is exactly what this playbook delivers.
Source: Chen et al. 2025, arXiv:2509.08919, section 5.2.6
What is inside the playbook (8 pages, templates included)
- Part 1 — Identify your dominable niches (week 1): the 5-dimension test, structured brainstorm with 10 filters, final shortlist of 5-10 niches
- Part 2 — 12-week playbook: Phase 1 Foundation (weeks 1-3), Phase 2 Content evidence containers (weeks 4-7), Phase 3 Earned media by niche (weeks 8-11), Phase 4 Measure and iterate (week 12)
- Part 3 — Engine-specific tactics: critical actions and realistic timelines for each of the 4 engines
- The board-ready KPI: how to calculate your niche dominance for your leadership committee
Download the playbook free
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Preview: 4 engines, 4 different strategies
- ChatGPT — hardest for niche brands. Critical: Wikipedia or Wikidata + tier-1 press. Timeline: 6-9 months minimum.
- Perplexity — most accessible. Critical: YouTube reviews + Reddit community presence. Breakout possible in 2-3 months on narrow niches.
- Claude — most conservative. Critical: English authority sources, even for non-English brands. Timeline: 9-12 months.
- Gemini — most brand-friendly. Critical: brand-owned content with full schema + DR50+. Faster response to traditional SEO.
Based on peer-reviewed research
Chen, Y. et al. (2025). Big Brand Bias in AI Search. University of Toronto, arXiv:2509.08919, section 5.2.6 — 40 brands tested on 4 engines under unbranded prompts. Completed by Zhang et al. 2026 (arXiv:2604.25707) for engine-specific archetypes and uplift by evidence genre.
Want to measure the ROI of your niche strategy before you launch? Download the GEO CFO ROI Calculator