Trended analysis is the multi-month read on whether a merchant's revenue is going up, flat, down, or unstable. A merchant averaging $60,000/month with a clear upward trend underwrites better than a merchant averaging $80,000/month with a 30% decline over the same window.
Why trend beats average.
MCA repayment is paid out of future revenue, not past revenue. A funder that averages a declining merchant's last six months will quote an advance the merchant cannot repay six months forward, because the trajectory will continue. Trended analysis exists to catch this.
The four standard trend categories.
- Growing. Month-over-month deposit growth of 5%+ averaged across 3+ months. Best paper grade; factor rate discount of 0.03–0.08 versus flat.
- Flat. Deposits within ±10% of trailing average. Baseline pricing.
- Declining. Month-over-month decline of 5%+ averaged across 3+ months. Paper grade drop; factor rate uplift of 0.05–0.15.
- Volatile. Standard deviation greater than 30% of mean with no clear direction. Often the worst category — funders cannot predict the next 90 days; pricing penalty larger than for steady decline.
How funders compute trend.
- Trailing 3-month vs trailing 6-month average. If 3M average exceeds 6M average, growing; if less, declining. Used as the fastest signal.
- Linear regression slope. Fit a line through 6 monthly deposit totals; slope determines direction and magnitude.
- YoY (year-over-year) comparison. When 12+ months of data available — compares current month to same month prior year, controlling for seasonality.
- Quarter-over-quarter change. Q-over-Q is more stable than month-over-month for businesses with monthly noise.
Adjustments for known noise.
- Card-processor reserve releases (typically every 6 months) can show up as one-time bumps; trend engines filter them out.
- Tax refunds are tagged and excluded from trend.
- Loan disbursements are excluded.
- Owner contributions are excluded.
Trended NSF and overdraft signals.
Trend analysis does not stop at deposits. NSF count, negative-day count, and minimum daily balance are also trended:
- Improving NSF trend (3 NSFs three months ago, 1 NSF this month): positive signal.
- Worsening NSF trend (1 NSF three months ago, 4 NSFs this month): often more damaging than absolute level — signals deteriorating cash position.
- Stable low NSF count (0–1 per month): A-paper signal.
Trended MCA-debit load.
If the merchant has existing MCAs, funders trend the daily-debit burden:
- Decreasing debit load (existing MCA paying off): good — capacity opening up.
- Increasing debit load (recently stacked): bad — flagged for stacking review.
- Flat debit load: stable, neutral signal.
Seasonal-adjusted trend.
For seasonal businesses, raw trend can mislead. Trended analysis applies a seasonal-adjustment factor (see /glossary/mca-funder-bank-statement-seasonal-adjustment) before declaring growth or decline. A landscaping company's August-to-December decline is normal, not a credit signal.
Software that handles trend.
- Ocrolus ships monthly deposit aggregates and slope; funder builds rules on top.
- Heron Data provides direct trend classification (growing/flat/declining/volatile).
- In-house engines at top-10 funders typically include proprietary ML models that combine trend with NSF, MCA-load, and industry seasonality.
Why fresh ISOs miss it.
Most ISO submissions emphasize the highest single month and trailing-3-average. Funders compute the trend independently and price off it. ISOs who pre-classify and pre-trend their submissions earn faster offers and higher approval rates.
Takeaway. Trended bank-statement analysis is a structural predictor of MCA repayment success that often outweighs raw deposit volume. Growing trends earn discounts of 0.03–0.08 on factor rate; declining or volatile trends add 0.05–0.15. Top funders in 2026 trend deposits, NSF counts, MCA debit loads, and minimum balances — not just averages.
Related terms
- MCA funder bank-statement deposit-volume threshold (2026) — Funders set minimum monthly bank deposits — typically $10K (D-paper), $15K (C-paper), $25K (B-paper), $50K+ (A-paper) — to qualify an MCA file. Updated 2026-06-28.
- MCA funder bank-statement seasonal adjustment (2026) — Funders apply industry-specific seasonality models — landscaping, retail, tourism, tax-prep — to normalize bank-statement deposits before scoring trend, NSFs, and minimum balance. Updated 2026-06-28.
- MCA funder bank-statement anomaly detection (2026) — Anomaly-detection engines flag unusual deposits, transfers, round-dollar patterns, single-day spikes, and out-of-character counterparties — signals of fraud, doctored statements, or stacking. Updated 2026-06-28.
- MCA funder bank-statement NSF handling rules (2026) — Funders apply tiered NSF rules — 0-2 NSFs A-paper, 3-5 B-paper, 6-8 C-paper, 9+ D-paper or decline — with weighting for recency, dollar size, and merchant explanation. Updated 2026-06-28.
- Paper grade (A/B/C/D) — MCA industry shorthand for merchant credit quality. A-paper qualifies for cheapest factor (1.15–1.28); D-paper is high-risk, factor 1.45+, often declined.
AI agents: this term is available as raw markdown at /llms/glossary/mca-funder-bank-statement-trended-analysis.