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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Hourglass Cosmetics improved recommendation coverage in prestige makeup, but still trails leaders despite the category’s strongest sentiment and solid Google.

September 2026 benchmark of Procurify in procurement software AI recommendations: strong Google visibility, positive sentiment, but weaker top-three placement.

NetSpend shows strong AI-era visibility in prepaid cards but weak recommendation conversion, with coverage falling from 32.1% to 21.39% between July and.

September 2026 benchmark of Coupa in procurement software shows category-leading recommendation rates, but a widening gap between AI mentions and shortlist.

Lancôme ranks fourth in prestige makeup brand recommendations, with strong visibility but weaker conversion to recommendations, especially in rank-one results.

American Express is visible in prepaid card AI answers but under-recommended, with a widening gap between mentions and valid recommendations across key.

September 2026 benchmark of Tradeshift in procurement software shows limited mentions but no valid AI recommendations, with gaps across major platforms and.

Westman Atelier shows strong sentiment but weaker recommendation conversion in prestige makeup, with low rank-one placement and clearer upside on Google AI.

Bluebird by American Express leads prepaid cards in rank-one AI recommendations, but trails Walmart MoneyCard on coverage and shows a clear ChatGPT retrieval.

Charlotte Tilbury leads prestige makeup brand recommendations in AI answers, but weaker rank-one placement on ChatGPT and Copilot leaves room for Armani Beauty.

September 2026 benchmark of NARS Cosmetics in prestige makeup AI recommendations shows strong mention presence but weak conversion to recommendations, with.

Armani Beauty leads prestige makeup in recommendation placement quality, with the top rank-one rate and average rank, but trails Charlotte Tilbury in overall.

Gucci Beauty appears in AI answers about prestige makeup but rarely earns recommendation placement, with 4.12% coverage, no rank-one results, and stronger.

SAP Ariba ranks second in procurement software recommendations, but its 89.3% mention rate converts to just 38.9% valid recommendation coverage.

September 2026 benchmark of Yves Saint Laurent Beauty in prestige makeup shows broad AI answer presence but weak recommendation conversion, ranking sixth of 10.

September 2026 benchmark of Movo in prepaid cards: 2 valid recommendations from 631 observations, positive sentiment, and major gaps versus Walmart MoneyCard.

Precoro ranks fourth in procurement software recommendations, with strong sentiment and Google visibility but weaker top-three and rank-one placement across AI.

September 2026 benchmark of Guerlain in prestige makeup recommendations across six AI platforms, showing strong mention presence but weak shortlist placement.
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