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Tax Strategy Feb 11, 2026 Β· 10 min read

Your Tax Preparer Ghosted You and the IRS Is Calling: How AI Can Level the Playing Field

When the cost to defend an audit exceeds the tax at stake, most people just pay. AI changes that equation. Here's the exact prompt and process to defend yourself.

I got a call the other day from someone who isn't a client of mine. Their previous tax preparer had taken some aggressive positions on their return β€” positions that weren't strong. The taxpayer got audited. They went back to the preparer for help. And the preparer ghosted them.

So now we've got a taxpayer stuck defending a tax return they don't fully understand, containing information they may never have provided to the preparer in the first place. They're on their own, staring down an IRS audit, and they don't know where to start.

They called me and said, "Adam, can you help?" My heart broke for them. I have the technical skill. I have the time. But here's the problem that nobody in the tax world talks about honestly: the math didn't work.

The Cost-Benefit Problem Nobody Talks About

If my fee to handle the audit is $5,000 and I can only save them $3,000, I haven't helped them at all. I've made their situation worse. They're out $5,000 in fees to save $3,000 in tax β€” a net loss of $2,000. That's not a win. That's arithmetic.

This is the problem I see constantly, and it's one the IRS understands better than most taxpayers realize. The IRS knows that certain problems will never be professionally defended because the cost to defend them is higher than the amount at stake. When you run a cost-benefit analysis, it's just cheaper to pay the tax. And for a lot of people β€” especially people who aren't wealthy β€” that's exactly what happens. They pay a bill they might not fully owe because they can't afford to fight it.

A lot of people assume that taxpayers who don't fight audits are uninformed or don't care. That's wrong. Most people β€” regardless of income β€” have an intuitive sense of what's worth fighting for and what isn't. The ability to run a cost-benefit analysis in your head is universal. These aren't people making bad decisions. They're people making rational decisions in a system that's stacked against them.

Why I Didn't Take the Case β€” And What I Did Instead

I believe in charity. I believe in giving. But unless you're specifically taking on a pro bono case with that intention from the start, you shouldn't do it. Here's why: if you take a case you can't bill fairly, you'll get resentful. You'll give the client less attention than they deserve. They'll sense it and get frustrated. Then everybody loses. Not worth it.

But I didn't just say "sorry, can't help" and hang up. I gave her what I believe was some genuinely valuable advice β€” advice that anyone in her situation can use. And it involves something that didn't exist even two years ago.

The AI Audit Defense Playbook for Regular People

Here's exactly what I told her to do. This isn't a theoretical framework. This is a practical, step-by-step approach that any taxpayer can use to defend an audit when they can't afford professional representation.

Step 1: Gather everything

Pull together every receipt, bank statement, invoice, and document that supports the deductions on the return. Don't organize it yet. Don't stress about what goes where. Just collect it all in one place β€” digital is best.

Step 2: Use AI to organize and present it

Open Claude, ChatGPT, or whatever AI tool you're comfortable with. Upload your documents β€” photos of receipts, PDFs of bank statements, whatever you have. Then use a prompt like this:

"I am being audited by the IRS. I'm going to upload receipts and documents supporting my business deductions. Please compile this into a spreadsheet showing: the date, the vendor, the dollar amount, what the item is, and the business use of each item. Then create an executive summary that I can present to the IRS agent, citing relevant IRC sections, IRM provisions, and Tax Court cases that support these deductions. Make it clear, organized, and persuasive."

That's it. That's the prompt. AI will take your pile of receipts and turn it into something an IRS agent can actually work with β€” a clean spreadsheet with a professional summary that cites real legal authority.

Step 3: Present it like a professional would

Hand the organized package to the auditor. Not a shoebox of receipts. Not a pile of bank statements with Post-it notes. A clean spreadsheet with categories, amounts, and business purpose β€” plus a written summary that cites the law.

This changes the dynamic entirely. Instead of an agent looking at a mess and defaulting to disallowance, they're looking at organized evidence with legal citations. They have to engage with it. Their manager has to engage with it. You've shifted from "taxpayer who doesn't know what they're doing" to "taxpayer who showed up prepared."

Why This Works: The Mom Test

I have a concept I use in my practice that I call the Mom Test. Think about most moms with young kids. What do they say all day? No. No, you can't have candy. No, you can't stay up late. No, no, no. The default answer is no β€” because saying yes requires evaluating the situation, and saying no is easier.

IRS agents work the same way. They're busy. They have case quotas. They're processing dozens of audits simultaneously. The default answer is no β€” disallow the deduction, sustain the adjustment, move on to the next file. To get them to say yes, you need to make it easy for them.

That means your documentation needs to be clear, organized, and simple to evaluate. Not because the agent is lazy β€” they're not β€” but because the system is designed for volume. An agent who can quickly see that a deduction is documented, categorized, and supported by legal authority is far more likely to allow it than an agent who has to dig through a pile of receipts trying to figure out what they're looking at.

We must overcome the burden of "no." And the way to overcome it is to make "yes" the path of least resistance.

What AI Actually Does Here

Let me be clear about what AI is and isn't doing in this scenario.

AI is not giving you legal advice. It's not replacing a CPA or an EA or an enrolled agent. It's not guaranteed to be right about every IRC citation.

What AI is doing is the organizational and research grunt work that would cost you $3,000-$5,000 if a professional did it. It's taking your unorganized pile of evidence and turning it into a structured, presentable package. It's finding the relevant code sections and case law. It's writing a coherent summary that frames your position persuasively.

Is it perfect? No. A seasoned tax professional will produce a better product. But a good AI-assisted submission is orders of magnitude better than a shoebox of receipts β€” and it's orders of magnitude cheaper than hiring a professional when the math doesn't justify the fee.

And here's the thing: even if the AI gets some details wrong, the overall effect is powerful. The auditor sees that you showed up organized. You cited authority. You categorized your expenses. You made their job easier. At that point, they have to take you seriously. Their manager has to take you seriously. The conversation changes from "this taxpayer can't defend their return" to "this taxpayer came prepared β€” let's look at what they've got."

The Bigger Problem: Preparers Who Ghost

I want to circle back to the situation that started this β€” because it's a pattern I see far too often. A tax preparer takes aggressive positions, collects their fee, and disappears when the audit notice arrives.

The positions in this particular case weren't fraudulent. There was some truth to the deductions. But they were in what I'd call the gross negligence category β€” aggressive enough that a competent preparer should have known they'd draw scrutiny, and should have either documented them properly or advised the client of the risk.

When a preparer ghosts a client during an audit, they're not just being unprofessional. They're leaving someone who trusted them to face the IRS alone β€” often defending positions the client never fully understood and may not have even approved. The client is stuck with the consequences of someone else's decisions.

If this has happened to you, know two things. First, you may have a claim against the preparer for negligence β€” though the cost-benefit analysis applies there too. Second, you're not helpless. The AI approach I described above can help you organize your defense and present it professionally, even without a representative.

A Note on When You Should Hire a Professional

I want to be honest about the limits of the DIY approach. AI-assisted self-representation works well for straightforward audits where the main issue is documentation β€” proving that deductions you actually incurred are legitimate. Most correspondence audits and many office audits fall into this category.

But there are situations where you absolutely need professional help: if the amounts are large enough that the fee-to-savings ratio works in your favor, if fraud allegations are involved, if criminal referral is a possibility, if the audit involves complex legal issues like entity classification or international transactions, or if you're dealing with IRS Appeals or Tax Court. In those situations, the cost of representation is justified β€” and the stakes are too high for a DIY approach.

The AI playbook fills the gap between "I can't afford a professional" and "I'll just pay whatever the IRS says I owe." It's not a replacement for professional representation. It's an alternative to no representation at all.

The Bottom Line

The IRS counts on the fact that most people can't afford to fight. That's not cynical β€” it's structural. When the cost to defend is higher than the amount at stake, rational people pay and move on. The system knows this. It's designed for it.

AI changes that equation. Not completely β€” but enough to matter. For the cost of a subscription (or nothing, if you use free tiers), you can turn a pile of receipts into an organized, professionally presented audit response that cites actual legal authority. You can pass the Mom Test. You can make the agent's job easy enough that "yes" becomes the path of least resistance.

It won't work every time. It's not magic. But it's a hell of a lot better than showing up empty-handed β€” and it puts regular people on a more level playing field with the IRS for the first time in the history of the tax code.

If you're facing an audit and the math doesn't work for professional help, try this approach. Gather your documents, upload them to AI, use the prompt I gave you, and present the result to the agent. You might be surprised at what happens.

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Adam Libman
Adam Libman
CRTP β€” 25 Years in Tax Strategy & Controversy

Adam Libman is a California Registered Tax Preparer with 25 years of experience and over 100,000 tax returns reviewed.