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What Your Merchant Statement Analysis Might Be Missing

A prospect sends you their merchant processing statement. They want to know if you can offer better rates, and they’re probably talking to other providers. The faster you can deliver a compelling proposal, the better your chances of winning their business. But speed alone isn’t enough.

Merchant statement analysis involves more than identifying rates and calculating potential savings. Hidden interchange markups, missed optimization opportunities and unexpected fees can all affect your proposal and your margins. Miss something important, and you could lose the deal or leave money on the table. 

Those details matter. According to The Nilson Report, merchants in the United States paid $198.25 billion in processing fees in 2025.

For independent sales organizations (ISOs) and agents, finding these opportunities is a competitive advantage. The challenge is spotting them quickly and accurately. During a recent NMI webinar, most attendees said analyzing a merchant statement could take their teams up to a full day. And when you’re competing for new business, a 24-hour delay could mean losing the deal to another provider.

What might your current analysis be overlooking? And how can you uncover these opportunities without slowing down your sales team?

Four Things Merchant Statement Analysis Often Misses

Here are four areas that even experienced reviewers can miss.

1. Hidden Interchange Markups

Interchange fees and card brand assessments are set by the card networks and passed through to merchants, so they’re usually treated as nonnegotiable. But the amounts on a statement don’t always match the published rates.

Interchange padding occurs when a processor adds a markup to fees presented as pass-through costs. Because the markup sits alongside legitimate interchange fees, it’s hard to spot. It’s even harder when processors combine interchange, assessments and their own fees into a single line item. For example, a statement might display a competitive headline rate while the markup sits elsewhere.

Finding the markup means comparing each transaction category and interchange charge against the published rates, which takes time when a statement lists dozens of fee categories. But uncovering hidden markup lets you identify potential savings that a competing provider might miss.

2. Missed Opportunities to Reduce Level 2 and Level 3 Interchange Costs

Not every transaction qualifies for the lowest available interchange rate. For business-to-business (B2B) payments, providing enhanced transaction data can lower interchange costs. Commercial card interchange programs have traditionally rewarded transactions that include Level 2 and Level 3 data, such as tax amounts, purchase order numbers and line-item detail. But the rules are changing.

Visa’s Commercial Enhanced Data Program (CEDP) replaced its previous Level 2 and Level 3 programs, introducing new requirements for enhanced data validation. As PYMNTS reported, verified Level 3 data is now central to qualifying for commercial interchange savings, and transactions can be downgraded retroactively if the data fails validation. If you serve B2B merchants, understanding these changes is now essential to finding interchange savings.

Yet these opportunities aren’t always apparent from the statement alone. In the webinar’s opening poll, attendees named “uncovering interchange optimization” as their biggest barrier to analyzing statements. In a live quiz, most then concluded that a sample statement had no optimization opportunities. But a closer analysis found savings that a quick look at the numbers missed.

A thorough review checks whether commercial transactions land in the right interchange categories and where enhanced data could reduce costs.

3. Rate Increases Hiding in Plain Sight

Sometimes the most valuable detail on a statement isn’t a fee at all. It’s a message. Processors often announce upcoming pricing changes in a small message box on the statement, which is easy to skip when you’re focused on volumes and rates.

Make a habit of reading the message box before you review the fees. A notice about an upcoming rate increase gives you an immediate reason to discuss alternative pricing with the merchant.

Also compare statements across multiple months. New fees, renamed charges and small rate changes can reveal increases that a single statement won’t show. Spotting these changes early lets you reach out sooner and show the merchant where you could save them money. 

4. Fees You Won’t Find on the Statement

A merchant’s statement doesn’t always show the full cost of accepting payments. Some providers charge separately for gateways, software subscriptions or other technology. Those costs may show up on separate invoices or only in the merchant processing agreement (MPA).

When comparing providers, you might find savings on processing fees while missing charges that change the merchant’s total cost. Before preparing a proposal, ask for any separate invoices and review the MPA. Understanding the full cost of payment acceptance helps you build an accurate comparison, set realistic savings expectations and avoid surprises further down the line. 

Why Merchant Statement Expertise Doesn’t Scale

Recognizing these four opportunities is one thing. Finding them consistently across hundreds of statements is another. Accurate statement analysis requires specialized knowledge of interchange categories, pricing structures, card network rules and processor-specific statement formats.

Statements also vary widely. One merchant might send four pages, another 25 pages dense with fee categories. For a growing ISO, that creates a difficult trade-off. You can invest more time reviewing every statement, but that delays proposals. You can prioritize speed, but that raises the risk of missed fees or inaccurate pricing.

Or you can route statements through a small pricing team, which becomes a bottleneck as your pipeline grows. Manual data entry adds another layer of risk. A small mistake can produce a proposal that either sacrifices your margins or fails to deliver competitive pricing.

Your team isn’t short on expertise. Expertise just takes years to build, and it doesn’t scale with your pipeline. The answer isn’t necessarily hiring more analysts or asking your sales team to work faster. It’s finding a smarter way to handle the analysis. 

How AI Makes Merchant Statement Analysis Faster and Easier

AI-assisted statement analysis takes the time-consuming work out of reviewing statements. It automates repetitive tasks, helping your team identify opportunities faster and focus on what matters most: building competitive proposals, protecting margins and winning more business. It doesn’t replace your pricing experts. It gives them more time to put their expertise to work.

An effective AI-assisted workflow has five steps:

  • Upload the statement. Start with a PDF or scanned statement, or bulk upload a full portfolio
  • Extract the data. AI pulls the fee lines, processor details and pricing structure, reducing manual data entry
  • Categorize and benchmark fees. The analysis separates interchange, assessments and processor charges, then compares them with published interchange rates to flag potential padding and optimization opportunities
  • Review the findings. Your pricing experts verify the results, investigate unusual charges and make informed pricing decisions
  • Generate a proposal. Turn the findings into a branded, side-by-side comparison that shows the merchant’s potential savings

Human oversight remains essential. AI isn’t infallible, and complex statements can require additional review. But automating data extraction and analysis reduces the amount of manual work involved.

A more consistent process helps your agents build accurate proposals, protects margins and reduces dependence on a centralized pricing team. It also pays off beyond new deals. You can revisit your existing portfolio to identify pricing changes, uncover savings and proactively support merchant retention.

And when statement analysis works alongside a payments-centric CRM, you can create a more efficient sales process, from identifying opportunities and preparing proposals to managing merchant relationships.

Win More Deals Without Adding Headcount

Winning new merchant business comes down to delivering the right proposal at the right time. But manually reviewing complex statements can slow your team down and leave valuable opportunities undiscovered. 

Fee Navigator from NMI takes the heavy lifting out of merchant statement analysis. Built on a knowledge base of more than 100,000 merchant statements, it supports 1,376+ statement types and can complete an analysis in under five minutes. By automating approximately 90% of the statement analysis workflow, Fee Navigator helps your team build competitive proposals faster, protect your margins and scale your sales efforts without adding headcount. 

Ready to see what your merchant statements might be missing?

Talk to our team to request a Fee Navigator demo, or watch the webinar to see merchant statement analysis in action.

Last Updated 11/09/2026
Adrian Talapan
Adrian Talapan
VP, Product Innovation

Adrian Talapan is VP of Product Innovation at NMI, where he explores the intersection of AI, data, and payments. He joined NMI through its acquisition of Fee Navigator, an AI-powered merchant statement analysis platform he co-founded and led beginning in 2018.

A repeat founder and technology executive, Adrian has a track record of transforming complex industries through innovative technology and scalable solutions. He has founded and led companies across clinical trials, healthcare, payments, and digital platforms, including Clarix (acquired by Phase Forward, later Oracle) and Haystack Informatics (acquired by Harris Computer, part of Constellation Software).

Adrian is a graduate of the United States Military Academy at West Point and Harvard Business School's Owner/President Management (OPM) program.

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