Get Paid to Fix AI Slop

The AI wrote it. Somebody still has to make it usable. That somebody can be you.

Right now, a marketing manager somewhere is staring at forty blog posts a content tool spat out last quarter. They’re generic, factually shaky, all written in the same flat voice, and half of them contradict the company’s actual product docs. Traffic is down. Legal flagged two of them. The manager doesn’t want to hear “you should have used a better prompt” — they want the mess fixed, and they have budget to fix it, because the mess is already costing more than the fix.

That’s the business. It’s not glamorous and it’s not new — editors and cleanup contractors have existed forever. What’s new is the volume. Companies generated enormous amounts of AI output between 2023 and 2026 on the assumption it was free, and a lot of it is now dead weight sitting in CMSs, help centers, product catalogs, and codebases. This guide is for people who can read carefully, write clearly, and stomach unglamorous work: freelance writers and editors whose old rates got squeezed, ops and support people who already spend their day fixing other people’s output, and career-changers who want a service business that doesn’t require a following or an audience.

Across 62,881 words, I lay out the whole operation: how to find companies who already have the problem, how to open the conversation without insulting the person who signed off on the slop, how to price it so you’re not paid like a proofreader, and how to actually do the work fast enough that the rate makes sense.

You’re not competing with AI. You’re selling the thing AI created demand for — a human willing to take responsibility for the output.

Inside this premium guide you’ll get:

• A diagnostic framework for spotting AI slop from the outside — the public signals that tell you a company has a cleanup problem before you ever talk to them
• Seven service categories that actually sell, from content remediation to documentation rebuilds to AI-generated code review, with the kind of buyer attached to each
• Outreach scripts and email sequences written for the awkward truth that you’re pitching a fix to the person who caused the problem
• Four pricing models compared head-to-head — per-word, per-asset, day rate, and retainer — with the math on when each one pays you and when it quietly buries you
• A complete audit-and-report deliverable you can sell as a standalone first engagement, including the structure that turns an audit into a bigger contract
• Repeatable editorial workflows for high-volume cleanup, including where to use AI in your own process without recreating the problem you were hired to solve
• Scope-control language and contract clauses for the failure modes that eat this business — endless revisions, “while you’re in there” requests, and clients who won’t say what “fixed” means
• Positioning and proof-building for a service with no portfolio, including how to demonstrate competence when your best work is under NDA or invisible by design
• A 90-day sequence for getting from zero to a first paying client, and the honest checkpoints that tell you whether it’s working or you’re stalling

Straight talk about what this is not. It is not get-rich-quick, and I’m not going to pretend the first month is fun. This is a services business, which means your income is capped by hours until you build systems or hire, and it means you have to sell — cold outreach, follow-ups, and a fair number of people ignoring you. Most people who buy a guide like this never send the first ten emails, and that, not the market, is why they don’t earn anything. Rates vary enormously by niche, geography, and your existing credibility; anyone quoting you a guaranteed number is guessing. Expect to spend real weeks landing your first client, and expect that client to pay less than you’d like. The people who do well here are the ones who treat it as building a business, not running a play. Nothing in this guide is legal, tax, or financial advice — check contracts, client agreements, and how you handle self-employment income with a qualified professional in your jurisdiction.

If you can fix bad writing and you’re willing to go find the people drowning in it, this is the manual. $34, instant download, 62,881 words — get it now and send your first pitch this week.