Signs of Earnings Manipulation in M&A

Hockey stick revenue pattern

Revenue flat for months, then spikes dramatically in the last month of a period — especially before a sale process

Declining AR quality

Revenue growing but AR aging deteriorating — suggests revenue recognized but not collectible

Channel stuffing

Unusually large shipments to distributors at period end, followed by returns in the next period

Early recognition

Revenue booked before delivery, installation, or performance obligation completion

Bill-and-hold arrangements

Revenue recognized without shipment — inventory still in the seller's warehouse

Related-party revenue

Revenue from entities controlled by the seller — may not represent arm's-length transactions

Deferred maintenance

Capex and maintenance spending declining ahead of a sale — reduces expenses but creates hidden liabilities

Reclassifying COGS to CapEx

Moving operating costs to the balance sheet through inappropriate capitalization — inflates EBITDA

Reducing reserves

Bad debt reserves, warranty reserves, or inventory reserves reduced without underlying improvement

Delaying vendor payments

AP aging increasing dramatically — expenses incurred but not paid, improving apparent cash flow

Eliminating discretionary spending

Cutting marketing, training, maintenance, and R&D to boost near-term earnings — not sustainable

Prepaid expense manipulation

Shifting current-period expenses to prepaid accounts to defer recognition

AR growing faster than revenue

Days sales outstanding increasing suggests revenue recognition issues or collection problems

Inventory build-up

Inventory growing faster than COGS may indicate obsolescence or channel stuffing reversals

Declining AP

If AP is declining while revenue grows, the company may be paying vendors faster to hide financial stress

Unusual other assets

Growing 'other assets' or 'miscellaneous' balance sheet accounts may hide expenses being capitalized

Off-balance-sheet obligations

Operating leases, guarantees, or contingencies not reflected in the financials

Large round-dollar journal entries

Manual entries in round amounts ($50,000, $100,000) suggest estimates or artificial adjustments

Period-end entry clustering

Concentration of manual entries in the last 3 days of a period is a classic manipulation signal

Revenue journal entries

Credits to revenue accounts from journal entries (not the billing system) warrant investigation

Missing or vague descriptions

Entries with no description or vague notes ('adjustment', 'correction') may be hiding their purpose

Reversals in next period

Large entries made at period end that reverse in the first week of the next period