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When someone asks ChatGPT, Gemini, or Google’s AI Mode for a local recommendation, they increasingly get one answer instead of a page of ten businesses to compare. That single recommendation is the new first impression — and it is decided before the customer ever sees your website. Ranking in the traditional local pack still matters, […]
A lot of AI search advice circulating right now sounds confident and tests out flimsy. A recent Ahrefs research effort spanning more than 50 studies and roughly 15 million data points set out to check the claims the industry keeps repeating — about schema markup, llms.txt files, backlinks, “best of” listicles, and whether AI search […]
Two competitors sell nearly identical products at nearly identical prices, yet an AI assistant recommends one and ignores the other. The losing brand usually assumes the problem is authority — not enough backlinks, not enough citations, not enough buzz. Often that diagnosis is wrong. The real gap is evidence: the AI simply cannot find enough […]
Cloudflare announced two products on August 4, 2026, during its Agents Week: Cloudflare Wallets, which will let AI agents hold stablecoins and pay for what they use, and cloudflare.pay, an optional identity handle that tells a merchant which account an agent acts for. Handle reservation opened the same day, and the payment features are future […]
Every month, a non-profit called Common Crawl fetches over 2 billion webpages and gives the copy away to anyone who wants it. That free archive is where most AI training data starts. When Mozilla audited the LLMs released between 2019 and 2023, 64% had trained on Common Crawl data in some form, and GPT-3 was […]
Alphabet’s CEO Sundar Pichai announced that Google DeepMind co-founder and CEO Demis Hassabis is now Chief Scientist of Alphabet and Chair of Google DeepMind. In bigger news, Jeff Dean has announced that he is stepping away from Google and is founding a new AI company called Discovery Loop. These changes may be attributable to the […]
Ask an executive to justify continued SEO and content investment when AI is sending less traffic, and the honest answer used to be simple: search volume equaled opportunity. More searches meant more visits, more visits meant more chances to influence a decision, and traffic became the currency SEO teams used to prove their value. AI […]
If entity mapping feels familiar, that is because you already ran this play. It is the knowledge graph conversation you were having in 2021, wearing a 2026 outfit. The vocabulary migrated almost intact: entities, not strings; disambiguation; sameAs; relationships between nodes; feed the structure; and the machine understands you. Pull a client deck from four […]
TL;DR AI search reshaped how people discover and evaluate brands in 2025. Visibility now depends on freshness, off-site credibility, content clarity and how clearly content can be interpreted inside answers—not just how it ranks. Brand visibility is in a constant state of fluctuation. Only 30% of brands stay visible from one answer to the next, […]
Google has shipped version 0.2 of the Open Knowledge Format (OKF), and the headline change is trust. The update adds five mechanisms that let whatever consumes an OKF bundle — an AI agent, an LLM, or an application — check where the information came from and whether it can still be relied on. If you […]