Not everything in AI deserves your time. Here’s what does right now — and what to do about it.

The story: the Financial Times reports OpenAI is planning its biggest ChatGPT redesign since launch, turning it from a question-and-answer tool into a “superapp” that runs agents, coding, and outside services like Canva and Booking.com. Reuters relayed the report on June 7 but said it could not independently verify it. The change would reach all of ChatGPT’s roughly 900 million weekly users and is expected within weeks. Let’s Data Science · Gagadget

Treat the timing as soft. A June 9 date surfaced in developer documentation briefly posted to a public repository — but that’s a target, not a confirmed launch. Gagadget

Why it matters for your store: when a near-billion-user assistant starts doing things instead of just answering, how people buy shifts. Worth watching closely — not worth panicking over. It’s reporting, not a shipped product.

Not breaking news — a trend that’s been building, and worth understanding properly. Over the past year, the major platforms (Google, Microsoft, OpenAI) have all wired shopping into their AI tools. The scale is real: eMarketer expects AI platforms to drive $20.9 billion in US retail spending in 2026, nearly four times 2025’s figure. eMarketer

Here’s the part that changes your day-to-day: an AI agent doesn’t browse your store the way a person does. It reads your data. The pattern across the research is consistent — the product pages AI tools surface and recommend tend to have clean, complete structured data behind them. Products with messy or missing data quietly get skipped. And the gap is common: 45% of retailers say they “sometimes” hit data-quality problems that affect business decisions; 36% say it happens “often.” commercetools

What to do: pick five products and check their data — title, price, availability, description, all complete and accurate. That’s the work that decides whether an agent recommends you or skips you. Boring, and it pays.

One to file away, for balance. While OpenAI, Google, and Microsoft race for the buy button, Anthropic — the maker of Claude — is aiming somewhere else: the back office. Its pitch to founders is that Claude now handles real work like research, drafting, and recurring internal tasks inside one tool. A different bet — help the owner run leaner, not help the customer check out. Both matter to a store like yours. Mean CEO’s Blog

Skip the headlines. Open five product pages and clean up the data. The superapp news will sort itself out over the coming weeks — your product data is something you control today, and it’s what every one of these AI tools reads first.

Did you check your five? Hit reply and tell me what you found — clean, messy, or somewhere in between. I read every response.

— The AnvilHQ Team