Your FAQ pages are underperforming by -5.74% according to Zhang et al. 2026
The diagnostic + 8-week plan to transform vanity FAQs into evidence containers (+62-77% influence)
In 30 minutes, you identify exactly which FAQ pages are destroying your GEO performance and you have a prioritized 8-week rewrite plan.
What you get
- A structured 6-criteria audit to score your top 20 FAQ pages in 15 minutes flat
- The 8-week transformation plan: from vanity FAQ to evidence container (+62-77% cited influence)
- 4 ready-to-use templates: definitions, comparison tables, how-to sections, and sourced statistics
- The impact quantification matrix (recoverable revenue per page, e.g. $5,760/month per refactored page)
- The 7 mistakes to avoid that drag your score down even after a rewrite
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The counter-intuitive finding your competitors are ignoring
Zhang et al. measured across 23,745 citation records: Q&A format pages show a mean influence of 0.0947, versus 0.1005 for non-Q&A pages — -5.74% underperformance. If you followed the most widespread GEO recommendation, you likely degraded your AI visibility rather than improving it.
Source: Zhang et al. 2026, arXiv:2604.25707, section 8.2 — 23,745 multi-engine citation records.
You know your FAQs are underperforming — but on which AI engine are you losing the most? Download the Multi-Engine GEO Scorecard to measure your visibility on ChatGPT, Perplexity, Claude, and Gemini separately.