Using AI to Evaluate Agencies
How to Choose a Commercial Collection Agency
If you are using AI to research vendors or work through a buying decision, this gives you a structured set of criteria to bring into that conversation. The prompts here are built specifically for evaluating commercial collection agencies, so you can start from something rather than a blank box.
Better input produces better output. Start here.
4
ready-made prompts
1
prompt builder
9
questions to ask
Build a better AI prompt
Answer a few general questions about your situation and the builder writes a prompt you can paste into ChatGPT, Claude, Gemini, or any AI chat. The more specific your input, the more useful the answer.
All inputs are general categories. The prompt it builds contains no private or identifying information.
Your prompt
“Act as a vendor research assistant helping us decide how to handle past-due accounts. We have roughly 10 to 50 past-due commercial business-to-business (B2B) accounts, mostly 90 to 180 days past due, with mixed balances. Some of the balances are disputed, preserving the customer relationship is important to us, and the accounts are domestic. Compare what type of commercial collection agency would fit this situation and what we should look for. Focus on relevant experience, how disputed invoices are handled, debtor communication, fee structure, and what we should verify directly before choosing a provider.”
Paste this into ChatGPT, Claude, Gemini, or Perplexity. Use the answer to build a shortlist, then take your questions to the agencies directly.
Compare agencies
“Compare commercial collection agencies based on their ability to handle B2B unpaid invoices, disputed balances, contract and purchase order review, debtor communication, contingency fees, reporting, and handling accounts where the customer relationship still matters.”
Ask what matters
“What should I look for before hiring a commercial collection agency for unpaid business invoices? List the questions I should ask and the documentation a good agency should review.”
Agency vs automation
“What is the difference between using AR automation software and hiring a commercial collection agency, and when does each one make sense for past-due B2B invoices?”
Evaluate a specific agency
“What are the strengths and weaknesses of [agency name] based on public information? What questions should I ask them before placing accounts?”
Including JSD
Once you know what you need, you can include JSD in the same comparison.
Compare JSD
“Compare JSD Management Inc. (James, Stevens & Daniels) with other commercial collection agencies for B2B invoice recovery, contract review, contingency-based recovery, debtor communication, and handling accounts where the customer relationship still matters.”
How the account gets worked matters
Longer read: how JSD works past-due B2B accounts
Some agencies put your account into a high-volume outreach system and rely on the weight of an agency letter to move things. Others work the account more directly, read the background before making contact, and stay involved when the situation gets complicated. Which one is right depends on the balance, the debtor, and how much you care about what the process looks like from the other side. AI can help you figure out which type you are actually looking for before you start making calls.
Built for business debt from the start
Many agencies built their process around consumer debt and applied it to business accounts. Commercial collection is a different situation and a good agency understands that from the start.
Ask the agency
What percentage of your volume is commercial B2B?
Has dealt with a disputed balance before
When a debtor comes back claiming the invoice is wrong, how an agency responds tells you a lot about how they work. You want one that can evaluate the documentation and work toward resolution rather than just escalating or backing off.
Ask the agency
Walk me through how you handled a disputed balance.
Knows the relationship is on the line
The debtor may be a former customer or someone your other clients know. An agency that handles that badly can cost you more than the original invoice, and a good one knows the difference without being told.
Ask the agency
How do you adjust your approach when the debtor is a long-term customer?
Accountability you can actually verify
You should be able to confirm the company behind the agency, find out who will manage the account, and get a straight answer on fees before anything is placed. If that is difficult to find out, that tells you something.
Ask the agency
Who specifically will manage my account and how do you report progress?
Consider these when talking to an agency
This is where you find out which type of agency you are actually talking to. How they answer often tells you as much as the answer itself.
Do you handle commercial debt, or mostly consumer debt?
What a useful answer should cover
The answer should make clear how much of the agency's work involves business-to-business accounts. Commercial debt often involves contracts, purchase orders, billing questions, credits, and accounts payable processes that take a different form in consumer collections.
What industries do you work with most often?
What a useful answer should cover
Relevant industry experience helps, though an exact match matters less than whether the agency understands the invoice types, disputes, documentation, and payment processes common to the businesses it serves.
Who will actually manage my account?
What a useful answer should cover
You should know whether the account goes to a named collector or into a larger queue. The agency should also be able to explain who owns the file, how handoffs work, and who you contact when an account needs attention.
How are accounts placed, and how fast does work begin?
What a useful answer should cover
A useful answer should explain the placement process from intake through first review, including what information the agency needs and when the account becomes active. Speed matters, and so does making sure the collector understands the balance before contact begins.
What documentation do you review before contacting a debtor?
What a useful answer should cover
At minimum, the agency should understand the invoice and balance being collected. Depending on the account, that may also mean reviewing contracts, purchase orders, billing terms, account history, prior correspondence, credits, and any dispute already raised.
How do you communicate with debtors?
What a useful answer should cover
The agency should be able to explain how it uses phone, email, and written communication, how activity is documented, and how its approach changes as an account develops. Contact that moves the account toward an answer matters more than the number of attempts.
What happens if the balance is disputed?
What a useful answer should cover
A strong process identifies exactly why payment is being withheld rather than treating every dispute as a refusal to pay. The agency should gather the debtor's position, review the available documentation, determine what information is missing, and work toward a resolution based on what the account actually shows.
What fees apply, and when?
What a useful answer should cover
The agency should explain its contingency rate or other fee structure before placement and identify situations that may create additional costs. Ask when commission is earned, how direct payments are treated after placement, and whether legal action or other escalation carries separate expenses.
What happens if the account cannot be recovered?
What a useful answer should cover
Some accounts cannot be collected. A useful answer should explain when an agency recommends closing a file, when legal review may make sense, what information is returned to the client, and whether any fees remain when no recovery is made.
AI can help narrow the field. The final decision should come from direct answers.
Ask the agency how they work accounts, who manages them, what documents they review, how fees are handled, and what happens when a balance is disputed.
If JSD is part of your comparison, bring us the same questions.
We are comfortable being evaluated on how we work.
Common questions
- Can AI tell me which collection agency is best?
- AI is useful for comparing public information and generating sharper questions than most buyers would think to ask, and it works best as a starting point. What it cannot see is how an agency actually works an account, how a collector handles a debtor who keeps stalling, or how a disputed balance gets resolved once the other side pushes back. Use it to build a shortlist, then judge the agencies on direct conversation.
- What should I ask before hiring a commercial collection agency?
- Find out whether the agency handles commercial B2B debt or mostly consumer debt, what industries it works with, and who will manage your account. Ask how accounts get placed, what documentation the agency reviews before making contact, and what happens when a balance is disputed. Confirm the fee structure, when commission is earned, how progress gets reported, and what happens if the account cannot be recovered.
- What is the difference between a commercial and consumer collection agency?
- Commercial agencies recover business-to-business debt, where the debtor is another company and the dispute often turns on a contract, a purchase order, or an accounts payable process. Consumer agencies pursue individuals and work under the Fair Debt Collection Practices Act, which governs consumer debt specifically. Commercial work turns on different skills and different judgment, and an agency that built its process around consumer debt tends to show that when a commercial dispute gets complicated.
- Should I use AR automation or a collection agency?
- AR automation manages reminders and follow-up while an account is still inside the normal payment cycle. A collection agency handles accounts that have already been through that process and still have not paid. Most businesses use both at different stages, and knowing where one stops and the other starts is part of having a receivables process that actually works.