Deep dives into the technical logic of GEO and AEO to understand how AI engines discover and cite your brand.
Your team checks a handful of ChatGPT prompts every week to see if your brand shows up in the answer. That’s felt like enough for the past year, because ChatGPT was the AI surface buyers actually used. That assumption got harder to defend in September. On September 3, OpenAI shipped GPT-6 Astra, and within days the […]
On September 10, 2026, OpenAI launched ChatGPT for Financial Services, a version of ChatGPT Work built for investment bankers and equity researchers. It pairs GPT-6 Astra with licensed data from Daloopa, PitchBook, LSEG News, Crunchbase, and Quartr, indexed and hosted directly on OpenAI’s own infrastructure. Morgan Stanley and Evercore helped design it. The stated goal is […]
A shopper never visits your product page, never lingers on the size chart, never adds anything to a cart, and never converts. Your analytics dashboard flags it as bot traffic and moves on. Except that “visit” might have been a real AI agent comparing your price against three competitors on behalf of a paying customer […]
Your rankings are holding steady. Impressions in Search Console keep climbing. Then you pull the click numbers and they’ve barely moved, or they’re sliding backward, and nothing in your usual dashboard explains why. The instinct is to blame the content calendar, a core update, or a technical issue nobody’s found yet. None of that is […]
On February 16, 2026, ChatGPT quietly became a storefront. OpenAI’s Instant Checkout, built on the Agentic Commerce Protocol and rolled out to ChatGPT’s 800 to 900 million weekly users generating an estimated 50 million shopping queries a day, let US shoppers buy directly inside a chat window for the first time. A few weeks earlier, […]
Adobe had been running paid campaigns for Firefly and Acrobat Studio inside ChatGPT for months, treating it like any other channel. Then OpenAI quietly told Adobe those campaigns would no longer get approved. No public announcement, no warning window, just a rejected order. If your product sits anywhere near a category OpenAI wants to own, […]
Everyone watched OpenAI announce GPT-6 Astra on September 3 and call it the start of the AGI era. Within days, independent trackers measured its overall intelligence score at 61.2, statistically flat against the model it replaced. That gap between the announcement and the number is the real story. It’s also a preview of something worth watching every […]
Your team assumed technical accuracy was the whole game. You wrote detailed documentation, published benchmark comparisons, and made sure every product claim was defensible. Then someone asked ChatGPT a question in your exact category, and the answer cited a GitHub thread and a niche engineering forum instead of anything you published. Nothing was wrong with […]
Most brands still think about “fresh content” the way Google taught them to: publish something, keep it up, wait for a ranking bump. Then GPT-6 shows up with a training cutoff months before its release date, a web search tool bolted on, and a completely different idea of what “current” means. That gap between what […]
OpenAI released GPT-6 Astra on September 3, 2026, and the benchmark sheet reads differently than past launches. Astra hit 96 percent on GPQA Diamond, a test built from PhD-level questions across biology, chemistry, and physics. It scored 97.6 percent on FrontierMath Tier 4, a benchmark designed to be nearly unsolvable. It also carries a 1.05 million token […]
Your team built a support bot on GPT-5.6 that cost about $4 per million input tokens. Then OpenAI shipped GPT-6, priced at $10 in and $50 out, and your finance team asked why the AI line item just doubled without anyone approving a budget increase. Most marketing and growth teams assumed model upgrades meant better […]
Your team just shipped a 900-word explainer that ranked on page one for six months. Then GPT-6 launched with a 1,050,000-token context window, and that same page now gets read alongside a dozen competitor documents in a single request instead of on its own. Length was never the real problem. What’s changing is how much […]
