AI Company Market Strategy Reports powered by LLM Authority Index. Each report shows how AI systems surface, compare, and recommend your specific brand — with remediation priorities for AEO, citation architecture, and SEO visibility.
Independent market intelligence - Not case studies
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Pink Stork ranks last in prenatal vitamins AI recommendations, with 5.06% coverage across 652 observations despite positive sentiment and no negative mentions.

Chime ranked fourth in prepaid cards in September 2026, with 21.55% recommendation coverage, strong rank-one performance, and a notable gap between mentions.

September 2026 benchmark of Dior Beauty in prestige makeup shows strong mention presence but weaker recommendation conversion, with declines from August and a.

Needed ranked sixth in prenatal vitamins in September 2026, with 23.16% recommendation coverage, strong sentiment, and a clear gap in top-three placement.

Varo Bank ranks eighth in prepaid cards by recommendation coverage, but leads the category in captured opportunity share, sentiment, and recommendation.

September 2026 benchmark of FullWell in prenatal vitamins: strong sentiment and steady recommendation conversion, but weak top-three and first-place placement.

Brink's Money Prepaid shows weak AI recommendation visibility in prepaid cards, with low coverage, no ChatGPT presence, and a clear gap to Walmart MoneyCard.

September 2026 benchmark of SmartyPants Vitamins in prenatal vitamins: 11.66% recommendation coverage, strong sentiment, but weak top-three placement across AI.

Nature Made led September 2026 prenatal vitamin benchmarks for first-choice recommendations, but trailed Ritual in overall recommendation coverage across 652.

September 2026 benchmark of One A Day in prenatal vitamins shows strong AI visibility but weak recommendation conversion, especially in rank-one placement on.

September 2026 benchmark of Perelel in prenatal vitamins: third in valid recommendation coverage, strong momentum, positive sentiment, and clear platform gaps.

Analysis of New Chapter's position in prenatal vitamins across AI-generated recommendations, highlighting strong sentiment, weak top-three placement, and.

September 2026 benchmark of Ritual in prenatal vitamins across six AI platforms, showing category-leading recommendation coverage but a clear first-choice gap.

September 2026 benchmark of 5WPR in PR agencies: 7.6% recommendation coverage, strong sentiment, stronger Google visibility, and gaps on ChatGPT and Copilot.

Burson led PR management agencies in AI mention presence in September 2026, but converted that visibility into low recommendation coverage, especially on.

September 2026 benchmark of Real Chemistry in PR Management Agencies, showing strong mention visibility, top rank-one performance, and weaker recommendation.

PAN Communications ranks fifth among PR management agencies in September 2026, with strong sentiment and efficient recommendation conversion but weak top-three.

September 2026 benchmark of WE Communications in PR management agencies shows 0.36% recommendation coverage, two positive mentions, and major gaps across.
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