
Zacks' Earnings ESP (Expected Surprise Prediction) methodology is presented as a strategy to identify stocks poised for positive earnings surprises. This system, which combines a positive ESP (derived from comparing the most accurate analyst estimate to the consensus) with a Zacks Rank #3 or stronger, has historically predicted positive bottom-line surprises 70% of the time and generated an average 28% annual return over a 10-year backtest. PepsiCo (PEP) with a +0.49% ESP and Kimberly-Clark (KMB) with a +17.43% ESP are cited as current examples, indicating the filter's utility for uncovering potential pre-earnings trading opportunities.
The provided research highlights a quantitative strategy, the Zacks Earnings ESP (Expected Surprise Prediction), for identifying stocks with a high probability of delivering positive earnings surprises. The methodology, which combines a positive ESP with a Zacks Rank of #3 (Hold) or better, has historically predicted upside surprises 70% of the time, with a 10-year backtest yielding an average annual return of approximately 28%. Two consumer staples stocks are presented as current examples of this signal. PepsiCo (PEP), with a Zacks Rank of #3 (Hold), shows a marginal positive ESP of +0.49% ahead of its October 9, 2025 earnings, based on a Most Accurate Estimate of $2.28 versus a consensus of $2.27. In contrast, Kimberly-Clark (KMB), also a #3 (Hold), displays a significantly more potent signal with an ESP of +17.43%, driven by a large divergence between its Most Accurate Estimate of $1.92 and the consensus of $1.64. According to this model, both companies are positioned for a potential earnings beat, but the quantitative indicator for Kimberly-Clark is substantially stronger, suggesting a higher probability or magnitude of a positive surprise.
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