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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ADP RUN appears in just 1 of 163 AI observations for small business HR software, revealing major visibility gaps and a need for stronger public citation.

Paychex appears in 10.86% of AI observations in human resources software, but earns recommendations in just 0.71%, with the biggest gap in pricing and.

Analysis of SAP SuccessFactors in human resources software shows limited AI recommendation visibility, stronger discovery-stage conversion, and clear gaps in.

Workday shows moderate visibility in AI-driven HR software discovery, but zero recommendations on ChatGPT and Google AI Overviews limit shortlist influence.

July 2026 benchmark of Rippling in human resources software across six AI platforms shows strong discovery-stage recommendations, but weak ChatGPT and.

Paycom appears in 6.63% of AI observations in human resources software but earns just 2 valid recommendations, with major gaps in comparison and pricing.

ADP appears often in AI responses about human resources software, but rarely earns recommendations, revealing a major gap between visibility and shortlist.

Zoho Mail leads hosted exchange in positive AI sentiment and recommendation efficiency, but weak rank-one placement and near-zero pricing visibility limit.

Microsoft 365 Exchange Online appears in AI responses for hosted exchange, but earns no valid recommendations, exposing a gap between brand presence and buyer.

Amazon WorkMail shows limited visibility in hosted exchange AI results, with neutral mentions but no recommendations across major platforms or buyer-stage.

AppRiver has near-zero visibility in hosted exchange AI results, with 6 mentions in 680 observations, no recommendations, and major gaps across comparison and.

Fleet Complete appears in AI answers for fleet tracking software, but mostly as a neutral mention rather than a recommended option, especially in pricing and.
Azuga shows strong AI visibility for fleet tracking software pricing, but weak recommendation coverage in comparison and consideration prompts where Samsara.

June 2026 benchmark of Mailchimp in email marketing services across six AI platforms shows strong mention share but weak recommendation conversion, especially.

June 2026 benchmark of HubSpot in email marketing services across six AI platforms shows strong visibility but weak recommendation conversion, especially in.

June 2026 benchmark of Campaign Monitor in the email marketing market shows weak presence in AI buyer discovery, especially in comparison and pricing queries.

June 2026 benchmark of GetResponse in email marketing: 10.7% AI mention presence, 2.6% valid recommendation coverage, and major gaps in pricing and top-three.

Constant Contact leads email marketing in AI visibility value, but weak recommendation rates and low sentiment show a gap between being mentioned and being.
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