Hypothesis Tested: More where that came from

Some earnings calls leave investors expecting a follow-up — a pattern our library tags "More where that came from." An AI read 165,000 earnings-call transcripts and scored each one on the same battery of questions, letting us compare calls matching this pattern against the rest. Only 88 of 391 flagged calls fit it, about 22.5% of the matched sample, which makes it uncommon enough that spotting it may tell you something the headline numbers don't.

Calls in this group sound more confident (7.52 vs 7.3) and more specific (7.8 vs 7.61) than the baseline, and management raised guidance on 34.1% of them versus 21.0% overall. They co-occur strongly with "Volume About to Step Up" (42.0% vs 24.6%, a 1.71 lift) but rarely with "When the CFO Dominates" (6.8% vs 16.2%). The pattern has faded over time, though: it appeared in about 10% of calls in 2016 and near 0% in 2020, running around 5-6% in recent years. Post-call returns were less bad than baseline (median -6.8% vs -10.7%), but with only 40 observations.

These fields come from AI readings and are noisy; treat the profile scores as tendencies, not measurements. The return figures are descriptive history from a 22,449-call sample, not a trading signal — our own forward tests failed to confirm any directional predictive power. Language models also partially remember famous stocks' histories, which can contaminate any backtest built on their outputs.

Behavior profile

Guidance actions in this group

What travels with it

Share of calls by year

Recent examples

This hypothesis has its own page with every matching company: see the full question.