Directly answers the question with citation-share data for commercial prompts.
How to win 'best X' AI queries with comparison content
Subscribe PR Jan 2026
Open subscribepr.com →Yes, this is currently the highest-leverage content format: listicles and comparison articles take roughly a third of all AI citations, and around 40% on commercial 'best X' prompts. Write genuinely useful ranked lists that include competitors, put a direct answer in the first paragraph (models lift most citations from the top of a page), and keep them updated. Honest comparisons on your own domain plus placements in third-party lists compound each other.
18 resources.
Directly answers the question with citation-share data for commercial prompts.
Subscribe PR Jan 2026
Open subscribepr.com →Seven concrete formatting rules (ranked lists, answer-first intros) drawn from what actually gets cited.
Masset Feb 2026
Open getmasset.com →Summarizes the 400M-citation studies on which formats win by query intent.
ALM Corp Jan 2026
Open almcorp.com →Shows why fresh, structured list posts earn disproportionate Bing-powered AI citations.
CMO Eugene Dec 2025
Open cmoeugene.com →Client-portfolio data on format performance, including where comparisons beat blogs.
Ritner Digital Jan 2026
Open ritnerdigital.com →Grounds the listicle tactic inside a full AEO strategy so you do not over-rotate on one format.
Ahrefs Sep 2025
Open ahrefs.com →Covers structuring content as factual, quotable blocks that models can extract and recombine.
Frase Dec 2025
Open frase.io →A conversion-focused guide to answerability: clarity, authority, and question clusters.
CXL Nov 2025
Open cxl.com →Includes the buyer data (42% of CRM buyers use AI search) that justifies the content investment.
HubSpot Jan 2026
Open hubspot.com →A solid, current baseline on making content citable rather than merely rankable.
Semrush Oct 2025
Open semrush.com →The controlled experiment behind the advice: statistics and quotations measurably lift citations.
Aggarwal, Murahari et al. (Princeton & IIT Delhi) Jun 2024
Open arxiv.org →Explains the definitive-content principle: cover 20 options with real comparisons, not thin roundups.
Ethan Smith (Graphite) Oct 2025
Watch on YouTube youtube.com →Sets honest expectations: first mentions in weeks, stable citations over 2-3 months.
AirOps Nov 2025
Open airops.com →Startup-scoped version of the playbook, including what to skip at seed stage.
Founders Network Sep 2025
Open foundersnetwork.com →An accelerator's framing of AEO content bets for pre-seed and seed founders.
M Accelerator Aug 2025
Open maccelerator.la →A free 44-minute structured session on question clusters and content formats.
Graphite / Ethan Smith (via Class Central) Jul 2025
Open classcentral.com →A caution: mass-producing AI listicles underperforms, human-quality comparisons still win.
Stacker (Graphite data) Aug 2025
Open stacker.com →Shows how hyper-specific comparison coverage of your category translates into recommendations.
Entrepreneur Jul 2025
Open entrepreneur.com →The same ground, over in Brand, web & content, our Starting Up track.