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Health Care
      Date                  November 18, 2024      Health Care
      52wk High                         $8.35
      52wk Low                          $1.43      Bullfrog AI Holdings, Inc.              BFRG        $2.26
                                                   325 Ellington Boulevard
                                                   Gaithersburg, MD 20878

                               (USD - in millions)  www.bullfrogai.com
      Market Cap                        19.8
      Enterprise                        15.7
      Basic Shares Out.                 8.71       COMPANY OVERVIEW
      Float                             5.31
      Institutional Holdings           3.12%      Detailed Analysis:Channelchek.com
      Short Interest                    0.26
      Avg. 90-Day Volume                0.08
                                                  BullFrog AI leverages Artificial Intelligence and machine learning to
                                                  advance drug discovery and development. Through collaborations with
                                                  leading research institutions, BullFrog AI uses causal AI in combination
      EPS Data                                    with its proprietary bfLEAP™ platform to analyze complex biological
                                                  data, aiming to streamline therapeutics development and reduce failure
                     2022     2023       2024     rates in clinical trials.
      CQ1             N/A       N/A       N/A
      CQ2             N/A       N/A       N/A

      CQ3             N/A       N/A       N/A
      CQ4             N/A       N/A       N/A
      CY              N/A       N/A       N/A                                            Source: Channelchek/QuoteMedia




      Long-Term EPS Estimate              N/A
      Price/Book (mrq)                   0.49
      ROE (ttm)                       -173.23
      Debt-to-Total Cap. (mrq)           4.31
      Fiscal Year End                 31-Dec
                                                   325 Ellington BGaithersburg MD                  20878



      Key Executives
      CEO:      Singh, Vininder
      CFO:      Saglio, Dane
      COO:      N/A
      IR:       N/A
                                                           Noble Capital Markets, Inc.
      Source: Capital IQ, Noble Financial estimates, company filings
      Noble Senior Analyst                                 561-994-1191   noblecapitalmarkets.com
      Robert LeBoyer                                       MEMBERS: FINRA, SIPC, MSRB
                                                           Following the conference, complete video library of presentations will be
      rleboyer@noblelsp.com                                available at: channelchek.com | nobleconference.com
      (212) 896-4625


      Refer to the back of the book for disclosures
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