seo

Blueprint-style technical diagram of Google's ranking funnel, narrowing thousands of candidate pages to a 30-result window with a TurboQuant compression module at the bottleneck

Google's TurboQuant Just Took the 30-Result Cap Off RankBrain

Google Research published TurboQuant on March 24, 2026, a quantization algorithm that compresses vector embeddings about 4x with near-zero indexing time. That cost cut matters because Pandu Nayak testified under oath that RankBrain runs only on the final 20 to 30 candidate pages because it's too expensive to

Editorial illustration of a spreadsheet showing 1,885 rows of schema markup data with near-zero AI citation lift, set against AEO vendor claims of 2.5x improvement

Ahrefs's 1,885-Page Schema Study Killed the AEO Industry's Main Sales Pitch

Ahrefs added JSON-LD schema to 1,885 pages between August 2025 and March 2026 and compared the result to 4,000 control pages. AI Overview citations dropped 4.6%. AI Mode rose 2.4%. ChatGPT rose 2.2%. All three are statistically indistinguishable from zero, which directly contradicts the 2.

Blueprint diagram of a Wayfair sofa listing on a Google Search results page with a Buy with Google Pay button wired to a payment token and merchant feed schema

Wayfair Just Got a Google Search Sale Without a Click. UCP Checkout Is Live.

Google moved its UCP-powered checkout feature out of the experimental AI Mode interface and into standard Search results on May 5, 2026. Wayfair is the first merchant live with a Buy button appearing on free product listings in the main SERP, letting shoppers complete a purchase via Google Pay without

Blueprint schematic of four AEO writing frameworks with branching lines labeled ChatGPT, Perplexity, Claude, and Gemini showing different citation paths

Ahrefs's 4 AEO Frameworks Are Calibrated for ChatGPT, Not Perplexity

Ahrefs published four AEO writing frameworks (BLUF, declarative statements, entity density, and strategic repetition) on May 8, 2026, citing Kevin Indig research that 44.2% of ChatGPT citations come from the first 30% of a page. The frameworks are accurate, but they are mono-platform. ChatGPT pulls roughly 47.9% of

Three blueprint stacks labeled Cloudflare, OpenAI, and Google showing AI agent runtime layers: sandbox, model harness, and endpoint connections.

Cloudflare's Project Think Lands 48 Hours After OpenAI's Sandbox SDK

Cloudflare shipped Project Think on April 13, 2026, and OpenAI shipped a sandbox-native Agents SDK two days later on April 15. Both are runtime infrastructure for AI agents to fetch, execute, and persist work across tasks, not models that read your site better. The SEO bar moved from machine-readable text

Blueprint diagram of FAQ schema JSON-LD struck through next to a Google Search Console FAQ report fading out, with an AI Overview replacing the FAQ accordion in a SERP

Google Killed FAQ Rich Results 33 Months After Quietly Strangling Them

Google confirmed on May 8, 2026 that FAQ rich results stopped appearing in Search as of May 7. Support in the Rich Results Test and the dedicated FAQ rich result report disappear in June 2026, and Search Console API support is removed in August. The lost SERP real estate is

Blueprint-style schematic of a Google ranking dashboard showing two SERP volatility spikes fifteen days apart and a red flag marking the May 8 unconfirmed update.

Google's SERPs Just Spiked Red Without an Update. Twice Now Since March.

Every major SERP volatility tracker (Mozcast, Semrush Sensor, Sistrix, Algoroo) flashed red on May 8, 2026, with no announced Google update behind it. This is the second unconfirmed spike in thirty days, the first having hit on April 23, fifteen days after the March 2026 core update closed. The 48-hour