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 Coverall in commercial cleaning services shows strong Google AI Overviews performance, but a wide gap between mentions and.

September 2026 benchmark of Jan-Pro in commercial cleaning services shows category-leading recommendation coverage, but a widening gap between mentions and.

September 2026 benchmark of Jani-King in commercial cleaning services shows strong mention presence but weaker shortlist conversion, with its best results on.

ServiceMaster Clean’s recommendation coverage in commercial cleaning fell from 31.3% to 18.2% from July to September 2026, despite a 34.0% mention rate across.

ABM Industries saw commercial cleaning recommendation coverage fall to 2.94% in September 2026, with strong mention presence but weak conversion into AI buyer.

City Wide Facility Solutions rose from 4.6% to 15.2% recommendation coverage in commercial cleaning services, driven by Google surfaces but limited by weak.

September 2026 benchmark of Vanguard Cleaning Systems in commercial cleaning services, highlighting recommendation coverage decline, strong sentiment, and.
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