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Last updated: March 21, 2026
The information provided by Riven Arc LLC ("we," "us," or "our") on pickleball-research.com (the "Site") is for general informational purposes only. All information on the Site is provided in good faith, however we make no representation or warranty of any kind, express or implied, regarding the accuracy, adequacy, validity, reliability, availability, or completeness of any information on the Site.
UNDER NO CIRCUMSTANCE SHALL WE HAVE ANY LIABILITY TO YOU FOR ANY LOSS OR DAMAGE OF ANY KIND INCURRED AS A RESULT OF THE USE OF THE SITE OR RELIANCE ON ANY INFORMATION PROVIDED ON THE SITE. YOUR USE OF THE SITE AND YOUR RELIANCE ON ANY INFORMATION ON THE SITE IS SOLELY AT YOUR OWN RISK.
The Site may contain (or you may be sent through the Site) links to other websites or content belonging to or originating from third parties or links to websites and features in banners or other advertising. Such external links are not investigated, monitored, or checked for accuracy, adequacy, validity, reliability, availability, or completeness by us. We link to external resources such as PPA Tour, USA Pickleball, APP Tour, MLP, YouTube tutorials, and paddle manufacturer websites for educational reference only.
WE DO NOT WARRANT, ENDORSE, GUARANTEE, OR ASSUME RESPONSIBILITY FOR THE ACCURACY OR RELIABILITY OF ANY INFORMATION OFFERED BY THIRD-PARTY WEBSITES LINKED THROUGH THE SITE OR ANY WEBSITE OR FEATURE LINKED IN ANY BANNER OR OTHER ADVERTISING. WE WILL NOT BE A PARTY TO OR IN ANY WAY BE RESPONSIBLE FOR MONITORING ANY TRANSACTION BETWEEN YOU AND THIRD-PARTY PROVIDERS OF PRODUCTS OR SERVICES.
The Site cannot and does not contain professional pickleball coaching, medical, fitness, or equipment advice. The information provided — including strategy guides, drill recommendations, paddle specifications, biomechanics content, and player data — is for general informational and educational purposes only and is not a substitute for professional advice. Accordingly, before taking any actions based upon such information, we encourage you to consult with the appropriate professionals, such as certified pickleball coaches, medical professionals, or equipment specialists.
WE DO NOT PROVIDE ANY KIND OF PROFESSIONAL COACHING, MEDICAL, FITNESS, OR EQUIPMENT ADVICE. THE USE OR RELIANCE OF ANY INFORMATION CONTAINED ON THE SITE IS SOLELY AT YOUR OWN RISK.
The Site includes AI-powered features, including an AI chat assistant and AI-generated paddle insights, powered by third-party AI models (Google Gemini, Groq). AI-generated responses are provided for informational purposes only and may contain inaccuracies, outdated information, or errors. AI responses should not be relied upon as authoritative sources of information.
We do not guarantee the accuracy, completeness, or reliability of any AI-generated content. Users should independently verify any information obtained from AI features before making decisions based on that information.
The Site presents data including but not limited to player statistics, paddle specifications, tournament schedules and results, DUPR ratings, and historical records. This data is compiled from publicly available sources including PPA Tour, USA Pickleball, SFIA, DUPR, manufacturer websites, and other third-party sources. While we make reasonable efforts to verify accuracy:
References to specific paddles, balls, equipment brands, or products on the Site are for informational and educational purposes only and do not constitute endorsements. We have no affiliate relationships with paddle manufacturers and receive no compensation for mentioning specific products. Equipment performance data is sourced from manufacturer specifications and independent testing databases (JohnKew Pickleball, Pickleball Effect) and may vary from individual experience.
If you have any questions about this Disclaimer, you may contact us: