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Ahrefs data shows that Google’s AI Mode and AI Overviews usually agree on the meaning of an answer but rarely cite the same sources: the same URLs appear only ~14% of the time, even though responses have ~86% semantic similarity. AI Mode answers are longer, include more entities and brands, and often introduce additional sources, while AI Overviews lean more on concise formats like video. The key takeaway for SEOs: visibility in AI Overviews does not guarantee visibility in AI Mode, these are separate AI surfaces and need to be tracked and optimized independently.

OpenAI rolled out a new shopping research feature inside ChatGPT, and it’s basically a personalized buyer’s-guide engine. Here’s the gist: 🛍️ What it does You tell ChatGPT what you’re looking for → it asks a few smart questions → it builds a full buyer’s guide with prices, reviews, specs, and images pulled from across the web. Think “Which monitor should I buy?” or “Find me the best running shoes for trail ultras.” 📱 Available today Rolling out now on web + mobile for all logged-in users (Free, Go, Plus, Pro). Powered by a shopping-optimized GPT-5 mini model. 💡 Why it matters This pushes early-stage product research into ChatGPT instead of Google.Users can refine results (“More like this” / “Not interested”), and the model updates in real time. For retailers? Visibility is going to depend on how well your products show up in OpenAI’s system + the allowlisting process. ⚠️ Not perfect yet OpenAI admits it can get price/availability wrong, so always double-check on merchant sites. 🛒 What’s next OpenAI plans to add direct purchasing via Instant Checkout, meaning you’ll be able to go from discovery to buying without leaving ChatGPT. This is a big one for search, e-commerce, and anyone in SEO. Early-stage intent is moving fast.

A fresh analysis from SE Ranking just landed, and it cuts through the hype surrounding llms.txt. After studying ~300,000 domains, they found no measurable correlation between implementing llms.txt and getting cited in LLM answers (ChatGPT, Gemini, etc.). Here’s what you need to know 👇 SE Ranking analyzed 300,000 domains and the results are clear: - Only 1 in 10 sites use llms.txt - Sites with the file don’t get cited more often - Removing llms.txt actually made their prediction model more accurate - Google & OpenAI don’t treat it as a ranking/citation signal 👉 What this means Adding llms.txt is fine and low-effort — but don’t expect any visibility boost right now.It’s experimental, not a proven lever.

There’s a new file in town, llms.txt.It helps AI assistants (like ChatGPT, Perplexity, and Gemini) understand your website and identify your most important pages. ✅ Already live in the latest Yoast update.💡 Not on WordPress? Just create your own llms.txt and upload it to your site root (like robots.txt). This is SEO for the AI era, free, simple, and future-proof. What do you think: will AI optimization become the next big thing after SEO?