They Called It a ‘Minuscule Fraction’ in August. In October, They Handed Sellers the Cleanup Bill.

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16 min read

Last updated November 10, 2026

On October 4, I clicked the button.

TPT had announced its new seller deal three days earlier, and on the fourth I opted in. I am a retired Spanish teacher with a doctorate in linguistics and a small store on the site called EduLingo: 66 products built over years of evenings. Starting January 1, the deal would make me what TPT calls an Exclusive Seller, paid a little less than the 80 percent I get now, but at TPT’s best rate under the new structure, with its seller tools and its marketing behind me. The catch, stated plainly on the page I agreed to, was that my digital teaching resources could be sold on TPT and nowhere else.

I knew all of that when I clicked. What I did not know, because nobody had announced it yet, was the second shoe. On October 8, four days later, TPT held a seller town hall and unveiled a policy that, as I write this on October 25, it still has not put in writing: my store, and every store on the site, is to become “AI-free,” including products already published, covers already drawn, and descriptions already written.

Full disclosure, since you should know who is telling you this: I sell on TPT, I have money riding on this fight, and my products are made with AI assistance, under my direction, and checked the way 24 years in classrooms and a PhD taught me to check work. Hold that thought. By the end of this article you will see that TPT’s new policy cannot tell my store from a content farm cranking out worksheets with missing letters, and a policy that cannot tell the difference is not a quality policy. It is a dragnet.

Two Statements, Two Months Apart

Start with August, because August is what makes October so hard to defend.

On August 3, Chalkbeat published an investigation headlined “An alphabet without an F,” after its reporters found AI-generated slop for sale on TPT: worksheets with obvious errors, slipshod graphics, and, in the case that gave the story its name, an alphabet product missing a letter. The criticism was fair, and I will not pretend otherwise. TPT’s answer is the part to remember. In an emailed statement, Paul Mishkin, the CEO of IXL Learning, which bought TPT in 2023, said the company already used algorithmic tools to find and demote stores tied to low-quality AI content, and that “these measures are already highly effective, such that AI-generated products account for a minuscule fraction of a percent of TPT’s sales.”

Problem handled, said the CEO. Minuscule fraction. Move along.

Two months later, on October 8, TPT held its seller town hall, and sellers heard a different company. A presenter named Fitz, a former high school teacher now on TPT’s staff, told them the marketplace would be teacher-created, classroom-ready, and AI-free. He said TPT had already removed hundreds of thousands of low-effort resources. He said generative AI was not to be used to create images or text in resources or listings, and he spelled out the list: resource files, cover images, thumbnails, preview files, and product descriptions. Sellers who had published AI content, he said, should start replacing it with their own work, and TPT needed “all hands on deck,” covers and thumbnails first. A report button was coming within weeks so buyers and sellers could flag low-quality AI resources, along with new tools for TPT to act on the reports.

Both statements can be defended in the narrow sense. Products that do not sell do not show up in a sales fraction, so a minuscule share of sales and a mountain of junk listings can coexist. But a company does not get to tell the press in August that a problem is minuscule and handled, then tell its sellers in October that the same problem demands an emergency rewrite of everything they have ever sold, and expect the sellers to nod along. That gap is where this story lives.

There is one more stop on the timeline. In July, three months before the town hall, TPT held its annual seller conference, TPT Forward, in Las Vegas. Sellers who attended describe sessions on setting up AI agents and an AI advisory board comparing tools for running a seller business, and TPT’s own announcement for the conference listed “leveraging the latest technology” among its session topics. In fairness to TPT, and fairness matters in this article even when it is not returned, those sessions were about running a business, not generating products. By every account I have heard, nobody at Forward told sellers to put AI art on a cover. But AI was a normal, programmed, encouraged part of seller life at TPT’s own conference in July, and in October it became contamination. Nobody drew the line between the two. Saying so is not a defense of slop. It is a complaint about whiplash, filed by the people who got whipped.

The Cleanup Order, and the Question Nobody Can Answer

Here is what makes the October announcement more than a rule change: it reaches backward. Sellers are not just told to stop using AI in new products. We are told to find it in products already published, some of them years old, and replace it, in the files, the covers, the thumbnails, the previews, and the descriptions. For a store like mine, that is 66 listings. For a store that has been open a few years, it runs to hundreds of listings.

And nobody can tell us what counts. That is not rhetoric; it is the state of the record. TPT promised written guidelines by email, blog post, and webinar. As of October 25, seventeen days after the town hall, they had not appeared. In their absence, sellers are asking questions in public that TPT has not answered, and they are not trick questions:

• Many sellers buy their clip art from other sellers, often on TPT itself. If the artist used AI and never said so, is the buyer on the hook for a cover she cannot inspect?
• Word and Google Docs now suggest whole rewritten sentences, not just corrected typos. Does accepting a suggestion make a description AI-generated?
• Canva, where so many sellers on the site build their covers, has AI design tools built into it. Where does using Canva end and using Canva’s AI begin?
• If a teacher brainstorms with a chatbot, picks an idea, and writes every word of the resource herself, is the resource AI-free?
• Does any of this reach audio? My store sells narrated products. TPT has said nothing at all about narration, synthetic or otherwise.

I spent my career on language, so let me make the linguist’s point plainly: “AI-free” is not a definition. It is a slogan in search of one. A rule that cannot be defined cannot be followed, and a rule that cannot be followed can only be enforced selectively, which in a marketplace of competing sellers, armed with a shiny new report button, means enforced by accusation. TPT says it will not carelessly take action against established stores and is going after the worst products first. I believe they mean it today. But it is the written policy, when it finally exists, that will bind the employee holding the button next year.

The Money Underneath

The AI policy did not arrive alone. It landed in the same month as the biggest change to seller economics in the site’s history, and together the two are the real story. On October 1, TPT closed its Premium tier to new sellers and laid out the 2027 structure. Here it is, with the arithmetic done on single-resource orders, before the annual fee and the small-order fee, so you can see what a seller actually keeps:

Exclusive pays 77.5 percent, charges $59.95 a year, and takes a 15-cent fee only on small orders. Basic pays 55 percent minus 30 cents on every resource, and a seller who declines exclusivity keeps the right to sell anywhere. Flip the table over and look at TPT’s side: the company keeps 22.5 percent of an Exclusive sale and 45 percent of a Basic one, plus 30 cents on every resource in the order. Every seller who gets scared, confused, or just busy in December and drifts to Basic roughly doubles TPT’s cut of that seller’s work without TPT selling one extra worksheet. There was even a sweetener: sign up for Exclusive before January and you keep 80 percent through the end of the year, which for existing Premium sellers like me is the rate we already had.

To TPT’s credit, Mishkin did not hide the reasoning at the town hall. He gave three reasons and said there were no others: fairness, because sellers who support TPT fully carry what he called an “unfair burden” for those who do not; the long-term health of a marketplace showing “signs of strain”; and growth, held back by sellers working at cross-purposes. He stopped calling the company’s cut a commission and renamed it “shared expenses,” about four points of it going to credit card fees, the rest support, fraud prevention, servers, engineering, and marketing. And in its announcement, TPT said the quiet part in print: the changes respond to a dynamic in which “TPT resources are being increasingly sold on sites outside of TPT.” The exclusivity is not an inference drawn by suspicious sellers. It is the stated purpose.

What does breaking it cost? The terms I agreed to on October 4, which I read before I clicked, provide for liquidated damages of up to three months of lost commissions and fees, conversion to Basic with no refund of the subscription, and a twelve-month bar on becoming Exclusive again. Enforcement is not hypothetical, either. Asked at the town hall what happens to rule-breakers, TPT said it will monitor Exclusive stores, that the response runs from a grace period to a penalty and a switch to Basic, and that the seller will be contacted first “except in rare or extreme cases.” They do not need to catch everyone. They need the visible stores, the ones with brands and catalogs and something to lose, to do the math I just did. We have.

Professor Winston Wants to Know

Professor Winston would like a show of hands from the sellers reading this: if you sell on TPT, what are you doing about the December 31 deadline?

Professor Winston Wants to Know

Our resident watchdog is taking the temperature of the room.

If you sell on TPT, what are you doing about the December 31 deadline?

One tap, no account or email needed. Results are shown after you vote.

If you sell on TPT, what are you doing about the December 31 deadline?

Going Exclusive: TPT only from January 1Going Basic: keeping the right to sell elsewhereStill waiting for the written AI rules before I decideNot a seller: just watching this fight

Cast your voteSee results

Want to say more? The comments below are open.

The Case for TPT, Stated Fairly

A watchdog that only barks in one direction is a pet, so here is TPT’s best case, and parts of it are true.

The slop is real. An alphabet product missing the letter F is not a gray area; it is a product that went up for sale without ever being checked, bought by a teacher who trusted the marketplace to have looked. Multiply that by an army of content farms and the marketplace rots from the inside, because buyers who get burned twice stop buying from everyone, including the careful stores. IXL also sells to school districts, and a worksheet bazaar famous for machine-made junk is a brand problem no district contract survives. On top of that, nobody forced me into Exclusive. Basic exists. The deadline was announced three months out. TPT’s own transition FAQ promises sellers who go Basic a refund of five dollars for each month left on their Premium year, which is not the behavior of a company trying to pocket the annual fees. And a marketplace that rewards the sellers who commit to it with a better rate is, in the ordinary run of business, making a normal trade.

All of that defends the destination. None of it defends the route: a promotion of AI in the summer, a “minuscule fraction” in August, a retroactive cleanup order in October, a rulebook still missing in late October, and a signature gathered on October 4 for a deal whose second half was announced on October 8. My objection is not to quality control. My objection is to being handed the bill for a mess the company spent the summer saying was not a mess.

Can They Actually Do That? A Short Legal Read

I am not a lawyer, and this is not legal advice. It is a seller reading his own contract, which more sellers should do.

The tiers themselves are probably lawful. Exclusive dealing, a better rate in exchange for selling in one place, is an ordinary commercial bargain, and courts rarely disturb voluntary bargains unless they lock up so much of a market that competition itself is harmed. If you are waiting for a judge to strike down the 77.5 percent tier, I would not hold my breath, and I would not plan your December around it either.

The interesting fight is elsewhere. Sellers looking for a courtroom will find the door mostly closed: TPT’s current terms of service send disputes to binding arbitration and waive class actions, collective actions, and even mass arbitration filings. (One narrow exception survives: a claim for public injunctive relief goes to court, stayed until the arbitration is over.) We agreed to that, most of us without reading it, me included until this month. The actors not bound by a seller’s arbitration clause are the regulators: a state attorney general bringing the state’s own case, or the Federal Trade Commission bringing a federal one, and the strongest material for such a case is not the exclusivity tier. It is the sequence: annual fees collected under the old structure, AI promoted and normalized, a problem declared minuscule, and then a retroactive order to rewrite published work under a policy that did not exist when the work was made or the fees were paid. Unfair-practices law exists for exactly the gap between what was said and what was done. As of this writing, no attorney general, no regulator, and no lawsuit has appeared. Conceivable is not the same as coming, and sellers should plan on the contract, not on rescue.

One question sits at the joint between the two announcements, and nobody has answered it in public: if a seller violates the AI policy, can TPT reach for the exclusivity penalties, the three months of damages and the forced conversion? If the answer is yes, the two October announcements are one machine. If the answer is no, they are two separate fights. I have put the question to TPT and IXL in writing, together with the audio question and a request for the guidelines’ publication date. IXL, TPT’s parent company, was asked for comment on October 25, with a deadline of end of day Monday, November 9. It did not respond by that deadline.

Will the Ban Even Work on Its Own Terms?

One more bit of ciphering, offered as an argument rather than a fact. TPT takes its cut from a catalog of more than seven million resources, by the company’s own count. The junk at the bottom of that catalog mostly does not sell, which is what “minuscule fraction of sales” meant in August, and removing it costs TPT almost nothing. The exposure sits at the other end. The sellers whose products do sell, the ones stocking the shelves, are the same sellers now facing a retroactive rule nobody can define. Push them hard enough and some leave, some shrink their catalogs, and some get removed on a competitor’s accusation, and every one of those outcomes takes real commission with it. That arithmetic, not mercy, is why my money says the policy lands narrower than it was announced: aimed at obvious slop, at AI text, perhaps at labeling, with the broad language kept in reserve. The counterargument deserves its due: IXL’s district business and brand are worth more than marketplace margin, and companies do accept revenue hits to protect a bigger asset. Both forces are real. Which one wins is the story of the next six months, and it will be told in what TPT actually removes, not in what it announced.

My Test, and My Date

I am not a crusader in this, and I will not pretend to be one for the clicks. I am a retired teacher with a store, and my question is the one every seller I know is asking over the same kitchen table: what does this do to my income, and can I run my business under rules I am allowed to read? So here is the test I will apply, in public, so I cannot move the goalposts later.

I stay Exclusive if, before my decision date, TPT publishes written AI guidelines that a careful seller can actually follow, answers in writing whether an AI violation can trigger the exclusivity penalties, and says plainly whether narration and audio are inside the policy or outside it. Three reasonable asks, all of them about being told the rules of a contract I already signed. If the rulebook stays missing, the answer writes itself: I will not pay for exclusivity to a marketplace that could remove my store under a policy I was never shown, and Basic, with the right to sell my own work in more than one place, becomes the only defensible choice. And if the written rules, when they finally appear, put my own products on the wrong side of them, I will say so in the follow-up and judge the rules the same way: whether a careful seller could have read them in advance and complied.

My decision date is December 15, ahead of the December 31 deadline, and I will publish what I chose and why, whichever way it goes. If you sell on TPT, I would ask you to run your own version of the same test, on your own numbers, before December 31. The button works both ways until New Year’s Eve. After that, the deal is the deal, and the only version of it you will ever be offered is the one already in writing.

Sources: Chalkbeat, August 3 and October 15, 2026; TPT seller town hall of October 8, 2026, as transcribed and recapped by a seller attendee; TPT Seller Fees and Payout Rates and Exclusive Seller FAQs, help.teacherspayteachers.com; TPT Terms of Service, read October 25, 2026; the author’s own opt-in record of October 4, 2026. The author sells on Teachers Pay Teachers as EduLingo by Dr. Alan Wood and opted in to the Exclusive tier on October 4, 2026.