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 SugarCRM in CRM software recommendations across six AI/search surfaces, highlighting low recommendation conversion, no top-three.

Freshdesk ranked fourth in CRM software AI recommendations in September 2026, with strong presence but weaker recommendation conversion and a sharp drop from.

September 2026 benchmark of Keap in CRM software shows 11.25% mention presence but only 4.5% recommendation coverage, with declines across three months.

September 2026 benchmark of Salesforce Service Cloud in CRM software shows strong rank-one placement and sentiment, but weaker recommendation coverage than top.

HubSpot Live Chat shows limited but high-ranking recommendation visibility in CRM software, with strong Google AI Overviews performance and no ChatGPT or.

September 2026 benchmark of Insightly in CRM software AI recommendations: solid mention presence, low recommendation conversion, no rank-one placements, and.

monday.com ranked second in CRM Software AI recommendations in September 2026, with strong Google visibility but weaker top-three placement on ChatGPT and.

Microsoft SharePoint had just 0.20% valid recommendation coverage in CRM software in September 2026, with visibility concentrated in Google AI Overviews.

Zoho Inventory reached 9.2% recommendation coverage in CRM software by September 2026, with strong rank quality but weaker conversion from mentions and no.

September 2026 benchmark of Pipedrive in CRM software: strongest recommendation coverage and top-three presence, but weaker rank-one conversion than Salesforce.

June 2026 benchmark of HubSpot in CRM software AI responses across six platforms, showing strong visibility but weaker recommendation conversion, especially in.

June 2026 benchmark of monday CRM in CRM Software shows 13.3% AI response presence but only 5.4% valid recommendation coverage, with the biggest gap in Top 3.

Salesforce leads AI mention share in CRM software, but low recommendation coverage shows rivals like Zoho CRM and Pipedrive win more shortlist placements.

Microsoft Dynamics 365 appears in 31.1% of AI CRM responses but converts to valid recommendations in just 5.4%, revealing a major shortlist gap across buyer.

June 2026 benchmark data shows Freshchat has low recommendation visibility in CRM software AI results, with its biggest gap in early-stage buyer discovery.

Zoho CRM leads CRM software in AI recommendation coverage and sentiment, but trails in Rank 1 placement on ChatGPT and Gemini despite strong cross-platform.
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