Picture this: someone searches for the exact thing you sell, Google shows them a working calculator or comparison tool built on the spot, they get their answer, and they never click through to anyone. Not your site, not your competitor's. Sound far-fetched? Google's own testing says those generated interfaces often beat the top organic results in head-to-head preference tests. That's the story of the week, and it's a big one.
Here's what's been happening across search and paid advertising over the past seven days, and what it actually means if you're selling products online.
Google Is Now Building Tools Inside Search Results
AI Overviews — the AI-written summary block at the top of Google's results — can now generate interactive tools on the fly. Not a link to a calculator. An actual calculator, rendered inside the search page, built for that specific query.
If part of your traffic comes from useful utility pages — size guides, price comparison tables, "which model do I need" selectors, delivery cost calculators — that traffic is now in Google's crosshairs. Those pages have always been brilliant top-of-funnel earners for e-commerce. They pull people in early, build a bit of trust, and let you retarget them later. If Google can generate the same thing without the click, that funnel entry point narrows.
What does this actually mean for you? Two things. First, your tool pages need something Google can't generate: your actual stock, your actual prices, your actual delivery times, your actual product range. A generic conversion calculator is replaceable. A tool that tells someone which of your products fits their situation is not. Second, paid search becomes more important, not less, because a paid placement is still a click. When organic real estate gets absorbed by AI-generated answers, the slots you can actually buy hold their value.
People Are Asking Search Full Questions Now — Three Times Longer
A year of AI Mode data shows queries running roughly three times longer than traditional search. People aren't typing "waterproof jacket" anymore. They're typing "what's the best waterproof jacket for walking the dog in British winter that isn't bulky".
That's a meaningful shift in how you write product and category content. The old approach — set the scene, build up, deliver the payoff at the bottom — works against you. AI systems reward pages that answer the question in the first paragraph, plainly, then support it with detail underneath.
For your product pages, that means leading with the specific: what it is, who it suits, what it costs, when it arrives. Not brand poetry. And for your paid search accounts, longer queries mean your search terms report is about to get a lot more interesting — more long, conversational, oddly-specific phrases. Some will be gold. Some will be nonsense you're paying for. Worth actually reading it rather than skimming.
Microsoft Ads Is Taking Max CPC Away
From 1 October, new non-portfolio campaigns in Microsoft Advertising won't have Max CPC as an option. Max CPC is the manual lever where you cap what you're willing to pay per click. It's going, replaced by automated bidding with performance targets.
If Microsoft is a smaller slice of your spend — and for most e-commerce businesses it is, but often a profitable slice — this matters more than it looks. Manual bidding is how a lot of people keep a lid on a channel they're not watching daily. Take that away and you're handing the account to an algorithm that needs conversion data to work properly.
Which leads directly to the next point, and it's the one I'd act on first.
Broken Conversion Tracking Is Quietly Wrecking Smart Bidding
When Smart Bidding underperforms, the instinct is to blame the bidding strategy. Usually it's the data going in. Duplicate conversion tags firing twice on one order. Every micro-action counted as a conversion so the algorithm optimises towards newsletter signups instead of sales. Conversion values missing entirely, so the platform can't tell a £15 order from a £900 one. Attribution windows set so short that considered purchases never get credited.
None of these throw an error. Your account looks fine. The numbers look plausible. And the algorithm spends your budget chasing the wrong thing every single day.
With both Google and Microsoft pushing everything towards automation, your conversion tracking has stopped being a reporting detail and become the actual steering wheel. If the data's wrong, automation doesn't fail loudly — it fails efficiently, in the wrong direction. This is the single highest-value audit you can run on any e-commerce account right now, and it's something I check before touching bids on anything.
The August Spam Update, and Reddit Losing Its Grip
Google's August spam update is rolling out. If your organic traffic wobbles over the next couple of weeks, that's the likely cause — don't panic-change fifty things at once while an update is still settling.
The more interesting detail: Reddit's share of citations in ChatGPT has fallen. For a while Reddit was the dominant source AI tools pulled from when answering product questions, which is why so many people started chasing Reddit mentions. That's now shifting. Which is a useful reminder that optimising hard for one AI platform's current preferences is a shaky strategy. The platforms change their sources; the underlying thing — being genuinely the best answer about your products — doesn't go out of fashion.
There's also a growing conversation in the industry about how unreliable AI search metrics currently are. Bot crawl data, AI referral tracking, citation counts — the measurement layer is nowhere near as solid as the confident dashboards suggest. Treat AI visibility numbers as directional at best for now.
What I'm Watching
The thread running through all of this: search is answering more and referring less, while ad platforms hand over more control to automation. Those two trends together mean your competitive advantage shifts to things that can't be generated — your real inventory, your real prices, your real service — and to the quality of the data you feed the machines.
If you do one thing this week, audit your conversion tracking. Every automated bidding decision on Google and Microsoft rests on it, and October's Microsoft change makes that dependency permanent rather than optional.