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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September 2026 benchmark of italki in language learning software shows strong positive mentions but weaker top-three recommendation rates, especially on.

Busuu ranks fifth in language learning software AI recommendations, with strong sentiment but weak top-three placement and a clear gap between mentions and.

September 2026 benchmark of Mondly in language learning software shows weak AI recommendation visibility, limited mentions, and strongest placement on Copilot.

September 2026 benchmark of Memrise in language learning software across six AI platforms, highlighting recommendation coverage, placement gaps, and competitor.

September 2026 benchmark of Mango Languages in language learning software across six AI platforms, highlighting low recommendation placement despite positive.

Pimsleur ranks third in language learning software recommendations, with rising coverage but a major gap between shortlist inclusion and first-place selection.

Duolingo leads language learning software in AI recommendations, with 83.0% coverage and a 33.3% rank-one rate, while Copilot and Gemini remain key gaps.

Lingoda appears in 24.55% of AI responses for language learning software but earns recommendations in 21.15%, with its strongest results on Perplexity and.

September 2026 benchmark of Babbel in language learning software: second overall in AI recommendations, strongest in top-three placement, but behind Duolingo.

Rosetta Stone appears in 10.8% of AI responses in language learning software, but only 9 of 845 observations convert into valid recommendations.
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