Best Bank Statement Analysis Software for MCA Underwriting

Every MCA deal starts with a stack of bank statements, and someone has to read them. Deposits, true revenue, average daily balance, NSFs, negative days and, above all, the other funders already debiting the account. Doing that by hand takes time on every file and still misses stacked positions and edited PDFs.

This roundup compares the standalone tools brokers, ISOs and funders use to automate that read, judged on how well they fit MCA underwriting rather than general bookkeeping. Prices and features come from each vendor's own site, checked October 24, 2026.

Our top pick for broker shops is Ferrylend, because it reads the statements inside the deal record and carries the figures straight into lender matching and offers. It's a CRM feature rather than a standalone analyzer, so funders and anyone who needs tamper scoring should look at the dedicated tools below it.

Here's the TLDR (prices checked October 24, 2026):

1. Ferrylend (our pick): Best for broker shops that want statement figures inside their CRM, next to lender matching and offers. Part of a CRM at $69 or $99 per user per month; AI reading included in Pro (25 a month) or $1.50 per statement.
2. MetrikData: Best for brokers and small ISOs who want MCA position detection at a published price. Free trial; plans from $99/month.
3. Heron Data: Best for shops that want statement scrubbing, lender matching and submissions automated on top of their CRM. Quote only.
4. Ocrolus: Best for funders with real volume that want an API-first cash flow engine. Quote only.
5. MoneyThumb: Best for an MCA scorecard with fraud scoring on prepaid, pay-as-you-go pricing. From $599.95/year.
6. Inscribe: Best when document fraud is the main problem. Quote only, with a free four-week pilot.
7. DocuClipper: Best for the cheapest self-serve conversion of statements to spreadsheets. From $20.30/month billed annually.

Quick comparison

Tool	Built for	MCA position detection	Fraud checks	Pricing (Oct 24, 2026)	Trial
Ferrylend	MCA and business-funding brokers (a CRM, not a standalone analyzer)	AI reading fills in detected existing positions	Not described	CRM $69 / $99 per user per month; AI reading in Pro (25 a month) or $1.50 per statement	No; sample-data demo
MetrikData	MCA brokers, ISOs, funders	Yes	Six tamper checks per PDF	$99 / $299 / $599 per month (credits)	Free, 10 credits
Heron Data	SMB finance brokers and funders	Scrubbing (positions not itemized on site)	Background checks (funder side)	Not published	No
Ocrolus	Funders and lenders	Debt capacity from cash flow	Yes	Not published (per application)	No
MoneyThumb	MCA providers, small business lenders	Flags other MCA positions	Thumbprint fraud score	From $599.95/year (per conversion)	Not listed
Inscribe	Banks, lenders, fintechs	Not described	Core product	Custom, by document volume	Four-week pilot
DocuClipper	Accountants, also lenders	Not described	Business tier and up	$20.30 / $111.30 / $279.30 per month, annual (per page)	14 days, no card

What MCA underwriters need from a statement

A general statement converter turns a PDF into rows. MCA underwriting needs a few specific answers from those rows:

• True revenue: deposits minus transfers, loan proceeds and other MCA fundings, which aren't sales.
• NSFs and negative days: an NSF is an item the bank returned unpaid because the account was short, per the OCC's HelpWithMyBank glossary. Both tell an underwriter the account ran dry.
• Average daily balance: the sum of each day's balance divided by the number of days.
• Existing positions: recurring daily or weekly debits from other funders, which show the merchant has already stacked advances.
• Tampering: whether the PDF was edited.

The tools below differ mainly in how many of these they handle out of the box, and in whether they're priced for a five-person brokerage or a funder processing thousands of files.

1. Ferrylend (our pick for broker shops)

Ferrylend is a CRM for MCA and business-funding brokers, and statement analysis is one part of its deal record. Each deal gets a per-account, per-month grid of deposits, withdrawals, deposit count, average daily balance, NSFs, negative days and ending balance, with averages, trend, true revenue and processor statements alongside. Holdback is shown against green, amber and red bands your shop sets. When AI reads a PDF, detected existing positions are filled in too. The PDFs are sent to Anthropic's API to extract the monthly figures, and the results wait for your review.

Pricing: typing the figures in works on every plan. AI reading of PDFs is included in Pro (25 statements a month) or $1.50 per statement on Ferrylend's Core plan. The CRM itself is $69 per user per month on Core and $99 on Pro, with a $999 setup fee waived for workspaces created through December 31, 2026. There's no free trial; there's a sample-data demo that asks for a work email.

Limits: it's a CRM feature, not a standalone analyzer, so you can't buy the statement reading on its own. Its pages don't describe tamper scoring like MoneyThumb's or Inscribe's, bank connect is coming soon rather than live, and Ferrylend is newer, so it has no independent reviews yet. It's built for brokers; it doesn't service or collect on deals.

Pick it if: you're a broker who wants the statement figures to feed lender matching and offer math on the same deal, rather than copying them over from a separate tool.

2. MetrikData

MetrikData is a self-serve analyzer built explicitly for "US brokers, ISOs, and funders". You upload statements and get stacking and position detection, an estimate of existing daily debt service against external revenue (not gross deposits), NSF and low-balance flags, and "six tamper checks" per PDF. Each detected position is linked to the source debits with a confidence level, so you can check the work.

Pricing: per its pricing page, a free trial with 10 credits and no card; Starter $99/month for 75 credits with unlimited team members; Pro $299/month for 275 credits plus API access; Team $599/month for 700 credits. One credit is one analysis of one statement; most statements cost 1 to 2 credits, long ones 3, and scanned ones an extra credit. Plan credits don't roll over; credit packs (10 for $26) never expire.

A quick worked example: a broker reading three months of statements on 40 deals a month analyzes about 120 statements. At 1 to 2 credits each that's 120 to 240 credits, which fits Pro's 275 but not Starter's 75.

Limits: it's "not a decision engine" and "does not approve or decline deals". It's most accurate on text-based PDFs, no CRM integrations are listed, and the API starts at Pro. It's a young vendor with no customer names on its site.

Pick it if: you want MCA-specific position detection without a sales cycle, and you want to try it free first.

3. Heron Data

Heron Data goes beyond the statement. For brokers, it offers bank statement scrubbing, lender matching against each lender's credit box, automated submissions by API, email or portal, and decision intake that files approvals and declines back against the deal. For funders, it adds ISO inbox scrubbing, industry prediction, background checks (liens, UCC filings, OFAC) and cash flow analytics. It syncs into Salesforce, HubSpot, Zoho, LendSaaS, Orgmeter, TaskSuite and Centrex, per its homepage, which also shows SOC 2 Type II and GDPR badges.

Pricing: not published; book a demo. Limits: it's an automation layer, not a CRM, and it doesn't publish which lenders are already connected for automated submission.

Pick it if: statements are one part of a larger submission bottleneck and you want to keep your current CRM. Our lender matching and submission software guide compares it with other submission tools.

4. Ocrolus

Ocrolus is an AI document and cash flow platform for lenders. Its small business funding page describes transaction tagging, revenue and debt capacity calculations, and fraud detection across bank statements, pay stubs and tax forms. Its docs describe an ISO Applications product that extracts data from "merchant cash advance submission packages", and Encore, a network for sharing decision-ready files with partners. Named customers include Kapitus, Fora Financial, Libertas, Mulligan Funding and CAN Capital.

Pricing: no prices on its pricing page. Its docs say the SMB Cash Flow App is billed per application and ISO Applications per form. Limits: built for funders, not brokers; it feeds a CRM or LOS by API rather than replacing one.

Pick it if: you're a funder with enough volume to justify an enterprise, API-first engine.

5. MoneyThumb

MoneyThumb's PDF Insights turns statements into an underwriting scorecard. Its MCA page lists more than 50 fields to choose from, including NSFs and overdrafts by month, negative and low-balance days, average balance, and debt obligations such as loans and other MCAs. It removes non-true revenue like MCA deposits and loan proceeds, and its Thumbprint tool gives each PDF a fraud score for tampering. Onyx IQ, LendSaaS and ConvergeHub all list MoneyThumb as an integration.

Pricing: "Starting at $599.95 per year" on its pricing page, consumption-based, where one conversion is one monthly statement. Buying more up front lowers the per-conversion rate, which isn't published. Unused balance expires after 12 months.

Limits: its own audience list names MCA providers and lenders, not brokers, and it has no pipeline or submission features. Pick it if: you want an MCA scorecard with fraud scoring included and prefer prepaid usage to a seat subscription.

6. Inscribe

Inscribe is a document fraud platform for banks, lenders and fintechs. It checks bank statements, pay stubs and tax forms for tampering and AI-generated fakes, ranks findings by severity, and has an assistant that explains them. Its lender page also lists cash flow insights. Named customers include Bluevine and Rapid Finance, and it says it's SOC 2 and ISO 27001 certified.

Pricing: custom, "based on document volume", with a complimentary four-week pilot on your own documents, per its pricing page. Limits: its site doesn't mention MCA, ISOs or brokers, and MCA metrics like positions and holdback aren't described.

Pick it if: edited or fake statements are your main source of losses and you want a dedicated fraud layer next to your underwriting tool.

7. DocuClipper

DocuClipper converts bank and credit card statements to Excel, CSV, QuickBooks or Xero, and checks extracted totals against the printed opening and closing balances. Its lending page adds inflow and outflow analysis, recurring income and unusual-transaction flags. It's built mainly for accountants.

Pricing: per page, billed annually, per its pricing page: Starter $20.30/month for 60 pages, Business $111.30/month for 640 pages (adds cash flow and fraud analysis), Enterprise $279.30/month for 1,800 pages. Unlimited users, 14-day trial with no card, and unused pages don't carry over.

Limits: NSFs, average daily balance and MCA positions aren't named on its lending page, so you'd do the MCA read yourself in the spreadsheet. Pick it if: you review statements in Excel and just want clean data cheaply.

When your CRM already reads statements

Several MCA CRMs and funder platforms now parse statements inside the deal record, which can make a standalone tool unnecessary for a small shop:

• NextLevel MCA says bank statement analysis is "currently included in every plan".
• Fundara Underwrite reports deposits, ending balances, negative days, NSFs and existing positions, inside the CRM or standalone.
• MCA Pilot, Specter Systems and Cloudsquare (Cash Flow Intelligence) each list statement reading in their broker products.
• LendSaaS parses statements for funders, flagging NSFs, cash advances and alternative-lender payments.
• MCA Track's MCA Verify is "Request Early Access", so treat it as not yet generally available.
• Ferrylend, covered first above, does this for broker shops.

Our best MCA CRM roundup covers the broker CRMs in full, and our merchant cash advance software guide covers the funder platforms.

How to choose

• Brokers and small ISOs: start with Ferrylend if you also want the CRM around the statements, or MetrikData's free trial if you want a standalone analyzer.
• Submission volume is the real bottleneck: Heron Data.
• Funders at scale: Ocrolus or MoneyThumb, with Inscribe added if fraud losses justify it.
• You only need the numbers in a spreadsheet: DocuClipper.
• Test on your own files. Run the same ten statements, including a scanned one and one with known positions, through each trial and compare.

FAQ

What is a bank statement analyzer?

Software that reads bank statement PDFs, extracts the transactions and summarizes them: deposits, balances, NSFs, recurring debits and, in MCA-focused tools, existing funder positions. Some also check the PDF for tampering.

Is there free bank statement analysis software?

Not free for ongoing use among those we checked, but you can test several free: MetrikData gives 10 trial credits with no card, DocuClipper has a 14-day trial, and Inscribe offers a four-week pilot.

Can these tools detect fake bank statements?

Several check for tampering: Inscribe (its core product), MoneyThumb's Thumbprint, MetrikData's six tamper checks, and DocuClipper's fraud analysis on Business and up.

How much does bank statement analysis cost per statement?

Where it's published: MetrikData works out to $1.32, $1.09 or $0.86 per credit depending on plan, with most statements costing 1 to 2 credits. DocuClipper bills per page instead, and Ferrylend's AI reading is $1.50 per statement on Core (25 a month included in Pro). MoneyThumb, Ocrolus, Heron Data and Inscribe don't publish per-statement rates.

Do brokers need this, or just funders?

Brokers benefit too: knowing a merchant's positions and true revenue before you submit means fewer wasted submissions and fewer declines. MetrikData and Heron Data both sell to brokers directly.

Whichever you pick, keep a human on the final read. MetrikData says outright that it "does not approve or decline deals", and that's the right way to treat all of them.

Disclosure: Ferrylend is made by Digital Mundo, a separate company with the same owner as Gold Penguin. We rank it first, and we've kept its drawbacks in plain view.