How AI search views your company.

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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Discord AI Market Strategy Report — AI Work Collaboration Platforms

Discord AI Market Strategy Report — AI Work Collaboration Platforms

Discord is visible in AI answers for chat, community, and casual collaboration, but it is not a default workplace shortlist leader.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Google Chat AI Market Strategy Report — AI Work Collaboration Platforms

Google Chat AI Market Strategy Report — AI Work Collaboration Platforms

Google Chat has ecosystem relevance inside Google Workspace, but it trails Slack and Microsoft Teams in communication prompts and lacks strong standalone.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Mattermost AI Market Strategy Report — AI Work Collaboration Platforms

Mattermost AI Market Strategy Report — AI Work Collaboration Platforms

Mattermost shows niche relevance in work collaboration platforms, especially for technical, regulated, and self-hosted teams.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Betterment AI Market Strategy Report - IRAs

Betterment AI Market Strategy Report - IRAs

Betterment appears in 41.4% of AI IRA responses but converts only 28.8% into valid recommendations, with weak Top 3 placement and stronger results on.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Square Payroll AI Market Strategy Report - Payroll Software

Square Payroll AI Market Strategy Report - Payroll Software

Square Payroll appears in 35.8% of AI payroll software responses but earns valid recommendations in only 25.4%, with no rank-one placements across six tracked.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Paychex AI Market Strategy Report - Payroll Software

Paychex AI Market Strategy Report - Payroll Software

August 2026 benchmark of Paychex in payroll software AI responses: high visibility across platforms, but no rank-one recommendations and limited top-three.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Real Estate and Mortgage Institute of Canada AI Market Strategy Report — Mortgage Industry Professional Association

Real Estate and Mortgage Institute of Canada AI Market Strategy Report — Mortgage Industry Professional Association

Real Estate and Mortgage Institute of Canada appears most often in education and licensing prompts, with limited recommendation-stage visibility.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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SoFi AI Market Strategy Report — Checking Accounts

SoFi AI Market Strategy Report — Checking Accounts

SoFi leads recommendation-stage performance for checking accounts, with strong discovery and pricing results but weaker comparison conversion across six AI.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Canadian Mortgage Brokers Association - Ontario AI Market Strategy Report — Mortgage Industry Professional Association

Canadian Mortgage Brokers Association - Ontario AI Market Strategy Report — Mortgage Industry Professional Association

Canadian Mortgage Brokers Association - Ontario is recognized in Ontario mortgage-broker and licensing prompts, but it does not earn valid recommendations.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Quicken WillMaker & Trust AI Market Strategy Report - Online Estate Planning & Wills

Quicken WillMaker & Trust AI Market Strategy Report - Online Estate Planning & Wills

Quicken WillMaker & Trust shows strong AI recommendation visibility in online estate planning, but low rank-one placement limits first-choice status across key.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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African Ancestry AI Market Strategy Report - DNA Testing Kits

African Ancestry AI Market Strategy Report - DNA Testing Kits

August 2026 benchmark of African Ancestry in DNA testing kits across major AI platforms, highlighting low recommendation share, strong sentiment, and platform.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Imperfect Foods AI Market Strategy Report - Grocery Delivery Services

Imperfect Foods AI Market Strategy Report - Grocery Delivery Services

August 2026 benchmark of Imperfect Foods in grocery delivery shows strong positive sentiment but weak AI recommendation visibility, with no rank-one placements.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read report
Instacart AI Market Strategy Report - Grocery Delivery Services

Instacart AI Market Strategy Report - Grocery Delivery Services

August 2026 benchmark of Instacart in grocery delivery services shows category-leading AI recommendation rates, strong Google performance, and a notable.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Rabbit Air AI Market Strategy Report - Air Purifiers

Rabbit Air AI Market Strategy Report - Air Purifiers

Rabbit Air appears in 26.9% of AI responses for air purifiers, with strong sentiment and Google AI Overviews performance but major visibility gaps on Gemini.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read report
Anthem (Elevance Health) AI Market Strategy Report - Medicare Supplement Insurance

Anthem (Elevance Health) AI Market Strategy Report - Medicare Supplement Insurance

Anthem shows weak AI visibility in Medicare Supplement Insurance, with low recommendation rates, no rank-one placements, and major gaps in discovery-stage.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Humana AI Market Strategy Report - Medicare Supplement Insurance

Humana AI Market Strategy Report - Medicare Supplement Insurance

Humana appears in 77.8% of AI responses for Medicare Supplement Insurance, but earns rank-one placement in just 4.6%, revealing a gap between visibility and.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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Aetna AI Market Strategy Report - Medicare Supplement Insurance

Aetna AI Market Strategy Report - Medicare Supplement Insurance

August 2026 benchmark of Aetna in Medicare Supplement Insurance shows strong AI mention rates but weak recommendation performance, especially in rank-one and.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
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UnitedHealthcare AI Market Strategy Report - Medicare Supplement Insurance

UnitedHealthcare AI Market Strategy Report - Medicare Supplement Insurance

August 2026 benchmark of UnitedHealthcare in Medicare Supplement Insurance shows leading AI recommendation share, with key gaps in neutral mentions and.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read report

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