How to Choose Invoice Processing Software: A Bookkeeper's Buying Guide
What to evaluate when choosing invoice data extraction software — accuracy, setup time, integration support, and total cost. A practical checklist for bookkeeping practices.
Why This Buying Decision Matters
Choosing the wrong invoice processing tool doesn't just waste the subscription fee — it wastes the hours spent setting it up, training staff on it, and eventually migrating away from it. A poorly chosen tool that gets abandoned after three months costs more than doing nothing.
Invoice processing software has proliferated rapidly. The marketing is optimistic, the demos use clean invoice samples, and the pricing pages obscure what you'll actually pay once your volume scales. This guide gives you a practical framework for evaluating options against your real workload — not a vendor's demo set.
The 6 Evaluation Criteria
1. Accuracy on Your Invoice Types
This is the only criterion that truly matters in the long run, and it's the one most buyers don't test properly before committing.
How to actually test it: Don't use the vendor's sample invoices. Pull 20–30 invoices from your actual client files. Include your best cases (clean digital PDFs from major vendors), your worst cases (scanned, faxed, or photographed invoices from small vendors), and the types you process most often.
Run them through any tool you're evaluating and measure:
- Vendor name accuracy — does the extracted name match what's in your QBO/Xero vendor list, or close enough to map easily?
- Total amount accuracy — is the total captured correctly on every invoice?
- Invoice date accuracy — correct date, correct format?
- Line item accuracy — for practices that need line-level detail, does each line item description and amount extract correctly?
A tool that scores 99% on the vendor's demo set and 82% on your real invoice pool is an 82% tool. Test with your invoices.
What to look for in the output: Does the tool tell you when it's uncertain? Does it flag invoices where the math doesn't check out (line items don't sum to subtotal)? Confidence indicators and math validation are signs of a tool built for production use, not just demos.
2. Setup Time
Template-based tools require you to configure extraction rules per vendor: "invoice number is in region X, total is in region Y." This can take 30–90 minutes per vendor template. For a practice with 50 clients each using 10–15 vendors, that's potentially hundreds of hours of configuration before you process your first real invoice.
Template-based tools make sense when: you have very high volume from a small number of vendors whose formats never change. For everyone else, the setup cost is prohibitive.
Zero-setup AI tools process invoices without templates — they understand invoice structure semantically. Upload and go. SkipEntry works this way; there's no configuration before your first invoice.
The tradeoff: template-based tools can be very accurate for the specific vendors they're configured for. Zero-setup tools have consistent (though not always higher) accuracy across all vendors without the configuration tax.
Question to ask during trial: How long from signup to processing your first real invoice? If the answer involves more than 15 minutes of setup, understand exactly what that setup entails and whether it scales with your vendor count.
3. Accounting Software Integration
QuickBooks Online: Does the tool export in QBO's CSV import format? Does it handle multi-line bills correctly? Does it format dates as MM/DD/YYYY? Can it map vendor names to your existing QBO vendor list?
Xero: Similar questions — Xero's import format differs from QBO's. Does the tool support both? Does the Xero export include the contact name formatted to match Xero's existing contact list?
Direct API connection: Some tools push bills directly into QBO or Xero via OAuth connection, bypassing the CSV step. This is smoother but requires the tool to maintain API integrations with each platform. Check whether the integration is current and what happens when QBO or Xero updates their API.
CSV export quality: Even if the tool doesn't have a direct integration, a well-formatted CSV is sufficient. But "CSV export" varies enormously — check whether the exported CSV actually imports into your accounting software without errors on your first test. This is where most integrations break down.
Red flag: Tools that say they "support QBO/Xero" but only export generic CSVs that require manual column remapping before import. That's not integration — that's an extra step.
4. Scanned PDF Support
Many bookkeeping practices receive paper invoices from certain clients or vendors — small trades contractors, local suppliers, older businesses that haven't moved to electronic invoicing. These get scanned (or photographed) and arrive as image-based PDFs.
Image PDFs are fundamentally different from digital PDFs. A digital PDF contains actual text characters. An image PDF is just a picture of text. Extracting data from image PDFs requires OCR or AI vision processing — not all tools do this well.
Questions to ask:
- Does the tool handle scanned PDFs, or only digital PDFs?
- What scan quality is required? (300 DPI minimum is typical)
- Does it handle rotated or skewed pages?
- How does accuracy compare on scanned vs. digital PDFs?
If more than 20% of your invoice volume is scanned or photographed, scanned PDF support isn't a nice-to-have — it's a requirement. Test this specifically with your worst scanned samples during the trial.
5. Pricing Model
Per-page pricing: You pay per page processed. Predictable, but costs scale with page count rather than invoice count. A 4-page invoice costs 4x a 1-page invoice. For practices with multi-page invoices, per-page pricing can be expensive.
Per-document pricing: You pay per invoice regardless of page count. More predictable for practices where invoice page count varies. This is the model SkipEntry uses.
Subscription tiers: Monthly fee for a fixed volume (e.g., 500 invoices/month), with overages beyond that. Predictable within your tier, but understand the overage rate before committing — some tools charge 2–3x the per-unit rate for overages.
Hidden costs to watch for:
- Overage pricing — what's the per-unit rate when you exceed your plan?
- Export fees — some tools charge separately for exports or integrations
- User seat fees — per-user charges if your team processes invoices
- Storage fees — some tools charge for storing processed invoice images
- Setup or onboarding fees — common with enterprise-tier tools
Total cost comparison: Don't compare subscription prices alone. Factor in your average invoice count, your average page count per invoice, and your typical overage months (month-end rushes are common in bookkeeping).
6. Review Workflow
Extraction is never 100% accurate. The question is: how quickly can your team correct the errors that occur?
A good review workflow includes:
- Confidence indicators — the tool flags which extractions it's uncertain about, so you know where to focus review effort
- Side-by-side view — you can see the original invoice and the extracted data simultaneously without switching windows
- Inline editing — corrections are made directly in the extracted data, not in a separate form
- Math validation flags — the tool highlights invoices where the numbers don't add up, prioritizing your review
A poor review workflow has you opening the PDF in one tab and the extraction UI in another, manually comparing numbers. At 100 invoices per batch, this kills the time savings from automation.
Test this during trial: Process 20 invoices, then deliberately introduce errors in 3–4 of them (or find ones where the tool made mistakes). How long does it take to find and fix those errors? That correction time is as important as the extraction accuracy itself.
Red Flags to Watch For
"100% accuracy" claims. Not real for any tool processing real-world invoices. Accuracy depends on invoice quality, format, vendor, and field. Any vendor claiming 100% is either testing on their own clean samples or misrepresenting their product. Ask what their accuracy methodology is and on what test set.
IT involvement required to set up. If getting started requires API key generation, server configuration, network allowlisting, or IT department involvement, that's a sign the tool is built for enterprise procurement processes, not bookkeeping practices. If your one-person or small-team practice can't self-serve, the setup cost is prohibitive.
Per-API-call pricing that scales unpredictably. Some tools pass through AI API costs directly, meaning your invoice processing costs can vary month to month based on invoice complexity. This makes budgeting difficult. Prefer flat per-document or per-page pricing.
Demo with vendor's sample invoices only. Any vendor who won't let you test with your own invoices during a trial is hiding something about their accuracy on real-world documents.
Questions to Ask During a Free Trial
1. Test with your 5 most common vendors. These are the invoices where accuracy matters most — you process them frequently, so errors compound. Do they extract correctly?
2. Test with your worst scanned invoice. Pick the most difficult-to-read scanned invoice you regularly receive. How does the tool handle it?
3. Test the export. Don't just look at the extracted data — actually export it and import it into QBO or Xero. Does it import without errors? Are vendor names recognized? Are amounts correct?
4. Test correction speed. Find 3 invoices where the extraction made a mistake. How long does it take to find the error and fix it? Multiply this by your estimated monthly error rate to get your real review time estimate.
5. Test at your actual volume. Process a full month's worth of invoices from one client, not a cherry-picked sample. The tool needs to work at your volume, not on 5 invoices.
Total Cost of Ownership
Subscription price is the most visible cost but often not the largest one. Total cost of ownership includes:
Setup time: How many hours to configure, train staff, and process your first real batch? Value this at your staff hourly rate.
Training time: How long until your team processes invoices as fast with the new tool as with the old workflow? There's a learning curve with any change.
Template maintenance (if applicable): For template-based tools, how many hours per month to update templates when vendors change their invoice format? Multiply by your hourly rate.
Error correction time: Based on your trial accuracy results, estimate how many invoices per month will need correction and at what time cost.
Integration troubleshooting: Import errors, format issues, and integration updates take time. Factor in a realistic estimate.
A tool that costs $49/month but requires 8 hours of monthly template maintenance at $65/hour costs $569/month in real terms. A tool that costs $149/month with zero template maintenance and 30 minutes of review costs $181/month. The numbers are often inverted from what the pricing page suggests.
Decision Framework by Practice Size
Small practice (fewer than 100 invoices/month):
The economics of any paid invoice processing tool are marginal at this volume. Manual entry or QBO/Xero's built-in capture features may be sufficient. If you're going to invest in automation, prioritize ease of use and zero setup time — you don't have volume to justify a complex configuration process.
Mid-size practice (100–500 invoices/month):
This is where AI extraction tools pay off clearly. Focus on accuracy with your specific vendor mix, integration quality, and review workflow efficiency. The subscription cost is clearly offset by labor savings at this volume.
High-volume practice (500+ invoices/month):
At this scale, small differences in accuracy and review workflow efficiency matter significantly. A 1% accuracy improvement on 500 invoices is 5 fewer corrections per month — modest, but it compounds. Focus on bulk upload capabilities, team workflow features, and the reliability of the QBO/Xero integration. Also consider whether the vendor's uptime and support SLAs meet your needs during month-end rushes.
A Note on SkipEntry
SkipEntry is one option in this market — built specifically for bookkeeping practices, with no template configuration, AI extraction that handles both digital and scanned PDFs, math validation on every extraction, and QBO/Xero formatted exports. It's a good fit for practices processing 50+ invoices per month with mixed vendor formats. The free trial uses your own invoices, which is the honest way to evaluate.
Apply the same framework above to SkipEntry as you would to any other tool. Test with your actual invoices. Measure your correction time. Export and import into QBO or Xero before committing.