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The standard technical SEO audit checks crawlability, indexability, website speed, mobile-friendliness, and structured data. That checklist was designed for one consumer: Googlebot. This is how it’s always been. In 2026, your website has, at least, a dozen additional non-human consumers. AI crawlers like GPTBot, ClaudeBot, and PerplexityBot train models and power AI search results. User-triggered […]
OpenAI’s public crawler documentation now lists OAI-AdsBot, a bot that may visit pages submitted as ChatGPT ads to check policy compliance and help determine ad relevance. The entry sits alongside OAI-SearchBot, GPTBot, and ChatGPT-User on OpenAI’s crawler docs page, bringing the documented bot count to four. OpenAI states that OAI-AdsBot only visits pages submitted as […]
Last September, Lily Ray asked Perplexity for the latest news on SEO and AI search. It told her, confidently, about the “September 2025 ‘Perspective’ Core Algorithm Update”; a Google update that, as she then wrote at length in “The AI Slop Loop,” didn’t exist. Google hasn’t named core updates in years. “Perspectives” was already a […]
Digiday reports that an early version of ChatGPT’s ads manager, available to a subset of pilot advertisers, now shows cost-per-click bids ranging from $3 to $5, based on screenshots reviewed and verified by the publication. Until now, advertisers in the pilot have paid on a CPM basis, meaning a flat rate per 1,000 impressions served. CPC pricing lets […]
Boost your skills with Growth Memo’s weekly expert insights. Subscribe for free! When an AI answers a question using your content, it usually cites you with a source link. What it doesn’t do, 62% of the time, is say your name. The link is there. The brand mention is not. This is what I like […]
For 30 years, checkout has been a page. A form with fields for name, address, credit card number. Whether it was Amazon’s one-click patent or Apple Pay’s fingerprint, the innovation was always about making that form faster to get through. The form itself never went away. Now it is. This is the final article in […]
Stanford’s Human-Centered Artificial Intelligence Institute published its 2026 AI Index Report. The report runs over 400 pages across nine chapters covering technical performance, investment, workforce effects, and public sentiment. The number getting the most attention is that Generative AI reached 53% adoption among the global population within three years of ChatGPT’s launch. That’s faster than […]
An Ahrefs analysis of 1.4 million ChatGPT prompts found that pages from a dedicated Reddit source were rarely cited in ChatGPT responses, even though they were often retrieved. Ahrefs highlights this pattern in a new report. What The Report Looked At Ahrefs examined 1.4 million ChatGPT 5.2 prompts, tracking which pages were retrieved and later […]
Almost everything written about getting brands cited by AI systems was written in English, tested in English, and validated against benchmarks built for English first. That includes the frameworks we recommend. Worth saying plainly, because the moment you carry them across a border they stop describing reality. One 2024 analysis of AI evaluation datasets found […]
AI agents are already here. Not as a concept, not as a demo, but shipping inside browsers used by billions of people. Every major tech company has launched either a browser with AI built in or an extension that acts on your behalf. Anthropic’s Claude for Chrome can navigate websites, fill forms, and perform multi-step […]