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SWLR enterprise research

Understand how AI sees your business.

Research on AI recommendations, brand descriptions and industry trends to help you make business decisions.

Brand shortlist visibility compared across competitors and cited sources.

01 / Private report

Enterprise AI Visibility & Competitor Benchmark

See where your brand enters the buyer shortlist, which competitors appear, and the sources AI cites.

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AI brand claims compared with published facts and reviewed by an analyst.

02 / Private report

AI Brand Accuracy Report

Compare AI descriptions with your published facts. Material discrepancies require analyst review.

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Reviewed visibility research grouped across enterprise sectors.

03 / Public research

Industry AI Visibility Index

Explore reviewed industry research. Verify your work email to access the full research pack.

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Evidence you can inspect

Reports separate mentions, recommendations and citations. Failed calls remain unknowns. Accuracy findings require analyst review, and industry editions require editorial approval.

Business-email access

Verify your work email before starting private research or downloading the full industry research pack. Public index pages remain open to everyone.

Explore an illustrative sample report →
Request an enterprise AI visibility reviewRead the methodology