BFRG

We rate BullFrog AI Holdings, Inc. (BFRG) as Avoid with a composite score of 24.6/100 at a current price of $0.56. The stock falls in the bottom quintile of our universe across key quantitative factors, and the multi-factor weakness suggests a high probability of continued underperformance.

The rating is primarily driven by strength in investment (25th percentile) and quality (23th percentile), which together account for the majority of the composite score. Offsetting weakness in momentum (5th percentile) and stability (18th percentile) tempers our overall conviction. We assign a No Moat rating (21/100), Very High uncertainty, and Poor capital allocation.

Key items to watch: momentum to confirm whether the current price trend has legs; the path to profitability; valuation compression risk if growth disappoints. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.

BullFrog AI Holdings, Inc. holds a top-quartile position (#0 of 50) within the Manufacturing sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 24.6/100 places it at rank #4783 in our full 7,333-stock universe. At $14M in market capitalization, BullFrog AI Holdings, Inc. is a small-cap player in the Manufacturing space, which limits certain scale advantages but may allow for more agile strategic execution.

Momentum indicators (5th percentile) suggest caution regarding the near-term price trend. Revenue growth data is unavailable, limiting our ability to confirm whether momentum is fundamentally supported.

The margin cascade tells an important story: gross margins of 20% (-22.9pp vs sector) narrow to operating margins of -7316% (-7317.2pp vs sector) and net margins of -7225.6%, yielding a gross-to-net conversion rate of -36847%. The significant margin erosion from gross to net suggests elevated operating expenses, high interest costs, or other structural drags that warrant monitoring.

At a current price of $0.56, BullFrog AI Holdings, Inc. is trading at a premium to fundamental value. Our value factor score of 22/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. The premium valuation implies the market is pricing in significant future growth or quality improvements that are not yet fully reflected in current fundamentals.

The stock currently trades at P/B of 3.2x, P/S of 126.7x. We evaluate these multiples in the context of both absolute levels and sector-relative positioning to form our valuation view.

We assign a Very High uncertainty rating to BullFrog AI Holdings, Inc.. The stock exhibits multiple compounding risk factors: elevated market sensitivity (beta of 1.97), current negative profitability (net margin -7225.6%), below-average price stability (18th percentile). The extreme uncertainty around future cash flows makes precise valuation difficult, and the range of outcomes is exceptionally wide. Only investors with high risk tolerance and extended time horizons should consider this name.

Specific risk factors that inform our assessment include: elevated market sensitivity (beta of 1.97); current negative profitability (net margin -7225.6%); below-average price stability (18th percentile); weak quality scores (23th percentile). Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 18th percentile and quality factor at the 23th percentile provide a quantitative summary of the overall risk landscape.

We identify limited risk mitigants at this time, which contributes to our very high uncertainty assessment. Investors should monitor for improvement in balance sheet metrics, margin stability, and business predictability that could warrant a downgrade in our risk assessment over time.

We rate BullFrog AI Holdings, Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-348.9%), negative profitability, weak asset returns (ROA -250.9%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — BullFrog AI Holdings, Inc. significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.

Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.

In summary, BullFrog AI Holdings, Inc. receives a Avoid rating with a composite score of 24.6/100 (rank #4783 of 7,333). Our quantitative framework assigns a No Moat (21/100, trend: stable), Very High uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 19/100.

Our analysis does not support a constructive view on BullFrog AI Holdings, Inc. at this time. The combination of limited competitive advantages, very high uncertainty, and poor capital allocation suggests unfavorable risk-reward at current levels. We recommend investors avoid new positions and existing holders consider reducing exposure.