"Language drift" sounds abstract. What does it mean in practice? This post shows four real companies whose filings scored above the distress ceiling — what they wrote, why it scored high, and what happened next.
The score is high when a company writes things that are simultaneously unusual for itself (new or escalating language) and unusual for its peers (not something every company in that sector was saying that year). Both conditions have to hold. Sector-wide boilerplate moves no scores.
SVB's 2022 annual report — filed February 24, 2023 — contained language about unrealized losses in its securities portfolio that had escalated sharply from prior filings. Phrases around the scale of losses on held-to-maturity and available-for-sale securities, the sensitivity of that position to rising rates, and the reliance on short-term borrowing to manage the mismatch appeared at a frequency and specificity that no peer bank was matching that year.
Why it scored high
The language about portfolio losses wasn't new to banking that year — rising rates affected everyone. What made SVB unusual: the specificity and scale of their exposure language was unlike any peer bank's filing. JPMorgan mentioned rate risk. SVB disclosed a position that, read carefully, described a structural liquidity problem. The peer comparison is what surfaced it.
At the time of the filing, analyst consensus was 12 Buy / 11 Hold / 1 Sell. Forbes had named SVB one of America's best banks weeks earlier. The stock had not yet moved. The FDIC arrived March 10 — 14 days after the filing date.
At 137.4, BBBY's score was 2.75× the distress ceiling — the highest in our labeled set. The April 2021 filing contained dramatically escalating language around inventory management failures, the strategic reset underway, and accelerating store closure obligations. The language specifically around liquidity, vendor payment terms, and the pace of the business transformation had shifted significantly from prior filings and was unlike anything peers in the home goods sector were disclosing.
The context at the time
When this filing appeared, BBBY stock was still up ~25% in the meme stock rally. Retail sentiment was bullish. The filing language told a different story — two years before the April 2023 bankruptcy filing, the semantic drift was already extreme.
Party City's 2020 filing disclosed a set of operational and financial conditions — around helium supply constraints, lease obligations relative to revenue, and debt service coverage — in language that had escalated materially from their prior filings and was specific enough to their situation that no peer specialty retailer was using similar phrasing. The score of 99.3 placed it at more than twice the distress ceiling.
Lead time context
1,137 days is 37 months. This is a case where the signal was early but the timeline to collapse was long. The language in the filing accurately described real structural problems; the company managed to continue operating for three more years before the bankruptcy filing. Early signal ≠ imminent event.
Rite Aid's 2023 filing contained escalating language around opioid litigation exposure — the scale of potential liability, the liquidity implications, and uncertainty around the company's ability to continue operations. The specific combination of phrases around legal reserves, going concern uncertainty, and available liquidity had shifted dramatically from prior filings and was unusual for pharmacy peers.
Why 167 days is interesting
Rite Aid is the shortest lead time in our labeled set. The filing language was already acute — specific enough that the 167-day window to bankruptcy was the right read on urgency. Compare to Party City (1,137 days): the score alone doesn't tell you the timeline. The severity of the language and the rate of escalation across filings are better indicators of how much runway remains.
In each case, the elevated score came from language that was:
You can see the specific anomalous sentences for any of these companies — and the current scores for ~5,000 tracked companies — on FilingDrift. The company pages show the actual text from the filing that drove the score.
Questions about a specific company or methodology? Email hello@filingdrift.com