Amazon has retired the Rufus AI shopping assistant and replaced it with Alexa for shopping, in a structural pivot that turns the AI shopping experience from passive Q&A to agentic recommendation and execution. Christian Umbach has flagged the launch with the most detailed structural read; Roger Dunn captures the strategic significance ("Amazon just turned Rufus into an agent"); Vanessa Hung provides additional context on Amazon's long-running voice-commerce strategy dating back to 2014.
Anthropic has confirmed that the Claude Platform on Amazon Web Services (AWS) is now generally available, giving AWS customers full access to the Claude Agent SDK, the full Claude model lineup (Opus, Sonnet, Haiku), and the broader Claude Platform tooling directly inside the AWS environment. The launch removes the previous limited-access barrier and makes Claude a sanctioned AI platform option for any AWS customer.
Amazon is rolling out an AI-driven Full Funnel campaign type for 1P Vendor accounts, surfaced by Saumitra Pandey. The new campaign type automates budget allocation and bidding across the full funnel: upper-funnel awareness through to lower-funnel conversion: for Amazon Vendor (1P) sellers, with Amazon's AI handling the cross-tactic budget orchestration that has historically required manual setup across separate Sponsored Products, Sponsored Brands, and DSP campaigns.
Amazon Ads has introduced Dynamic TV Creative for Prime Video: a new capability that automatically personalises TV ad creative based on viewer signals, environment, and contextual data. The format brings dynamic, creative, and optimisation patterns familiar from display advertising into the Prime Video CTV inventory, enabling brands to serve materially different versions of the same base creative to different viewer segments.
OpenAI has launched Codex in preview on the ChatGPT mobile app, letting developers remotely control It from their phones. Developers can now start new coding work, review outputs, steer execution, and approve next steps directly from the ChatGPT mobile app: the AI coding assistant is becoming a fully mobile-accessible product rather than a desktop-only tool.
Google has published its first major piece of official guidance on optimising websites for generative AI features on Google Search: including AI Overviews, AI Mode, and the broader generative AI experiences. Aleyda Solís and Charly Wargnier have both flagged the publication as having practitioner framing: this is the canonical reference Google has been deferring to for over a year, finally formalising what Google expects from websites that want to be cited or surfaced in AI-generated responses.
Lee Woodman has flagged that Shopify has rolled out llms.txt files across its entire 7-million-store portfolio. The llms.txt standard: analogous to robots.txt for traditional crawlers: gives AI crawlers (ChatGPT, Claude, Perplexity, Gemini) a structured signal about which content can be used for AI training and citation purposes.
Publicis Groupe has entered into an agreement to acquire LiveRamp, the global data collaboration platform: the largest agency-side acquisition of a data infrastructure provider in recent memory. The deal accelerates Publicis's data collaboration strategy and brings LiveRamp's identity-resolution, data-clean-room, and audience-collaboration infrastructure under Publicis Groupe's ownership.
Amazon has walked back a portion of the FBA fee increases announced last year, with Jason Mclellan flagging the change as "a big win for everyone in the Amazon community." Last year, Amazon announced plans for material FBA fee increases that would have meaningfully tightened seller margins through 2026; the walk-back reverses or softens specific fee categories in response to community feedback and seller pushback.
OpenAI for Business is hosting a webinar on building and running workspace agents in ChatGPT Enterprise on Monday, 19 May at 11 am PT: the same day as Microsoft Advertising Activate and one day ahead of Google Marketing Live's I/O kickoff. The webinar covers how to build agents that operate inside ChatGPT Enterprise to automate workflows across team document review, research, and process tasks.
noyb (the European Centre for Digital Rights) has filed a GDPR complaint against LinkedIn for its handling of profile visit data. The complaint: LinkedIn tracks profile visits but locks the visit information behind the paid subscription tier: users can see who visited their profile only by paying for LinkedIn Premium. noyb argues that this violates the GDPR's right of access provisions, which require data controllers to provide users with access to their personal data on request, regardless of subscription status.
Jon Elder has surfaced a selective Amazon policy change appearing on some sellers' accounts: Amazon will stop accepting credit cards from selected sellers starting 1 August 2026, with no broad announcement. As compensation, Amazon is offering a $2,500/month credit for 5 months to affected sellers: a transitional cushion rather than a structural fix.
Amazon has added a click interaction to the "Sold by" attribution on product detail pages. Where the field previously navigated shoppers off the product page to the seller's storefront, it now opens an in-page popup with seller details, keeping shoppers in the buying flow.
Amazon has formalised the integration between its newly-launched price-history "High Price" indicator (covered in Week 18) and the Rufus AI shopping assistant. Vanessa Hung has surfaced the structural connection: pricing history is now an explicit input to Rufus's recommendation algorithm, not just a consumer-facing badge.
OpenAI has rolled out Codex integration directly inside Chrome on macOS and Windows. Codex can now use browser context: the current tab, the page content, and the active workflow: to execute coding tasks in-place, rather than requiring the user to switch to a separate environment.
Microsoft has added Anthropic's Claude to Microsoft 365 Copilot Chat, allowing users to choose the underlying model for chat interactions. The integration sits alongside Microsoft's existing GPT-based Copilot experience and adds Claude as a sanctioned alternative for users whose workflows have benefited from Claude's reasoning, document analysis, and writing capabilities.
Microsoft has announced a visual workflow designer for Copilot Studio, replacing the previous logic-rigid workflow construction with a drag-and-drop canvas that integrates Copilot Studio agents and AI actions as steps in the flow. Jack Rowbotham has flagged the launch with its three structural advances.
Chris Long has surfaced an aggregated analysis of the top AI citation ranking factors: Cyrus S.'s synthesis across studies and research from Kevin Indig, Lily Ray, Michael King, Dan Petrovic, Rand Fishkin, Metehan Yeşilyurt, and others. The output: 54 distinct ranking factors around which the assembled expert opinions form a consensus.
Amazon has added two new sections to the Subscribe & Save dashboard: a Reorder Performance section showing brand and SKU reorder rates plus Subscribe & Save share of total sales; and an AI Insights panel that ties specific coupons to specific lift: subscriber jumps, revenue jumps, glance views, named ASINs. Mansour Norouzi has flagged the launch's strategic significance: reorder rate is the most honest CPG metric: people only resubscribe to products that actually work.
Amazon has rolled out Premium A+ content access to all Seller Central accounts, removing the previous eligibility requirements that limited Premium A+ to brands meeting specific thresholds. Anna Mai has flagged the rollout and frames the strategic significance: with the majority of Amazon shoppers on mobile, Premium A+ content optimised for both desktop and mobile audiences was always going to win on engagement and conversion.
Anthropic has released the Claude Financial Services Suite: a set of pre-built, deployable Claude agents for financial services workflows. Charly Wargnier has flagged the launch with its practical scope: ready-to-run agents that navigate analytical workflows from signal to decision, integrated natively with Microsoft 365 so finance teams can delegate manual work through Claude Cowork.
Darren Shaw has flagged a new "About this place" section appearing in Google Business Profiles on desktop: primarily for food and drink businesses: that pulls Reddit threads directly into the profile. Valentina Vasileva first spotted the section, and Darren confirmed it shows Reddit content alongside the standard GBP information.
Amazon Ads has launched Sponsored Brands Auto Product Collection ads: a new auto-product-selection format for Sponsored Brands. Akshay Tarpara has flagged the launch with its mechanics: a single SB ad unit promotes multiple related products, with Amazon's AI dynamically grouping relevant ASINs based on campaign targets and shopper search queries.
Amazon Ads and LinkedIn have announced a partnership bringing LinkedIn's CTV Ads inventory to Amazon DSP, combining LinkedIn's professional-audience targeting with connected-TV inventory delivered through Amazon's DSP. Alan Moss has flagged the partnership and its strategic relevance to B2B advertisers, particularly as we head into the upfront commitment season.
OpenAI has launched GPT-Realtime-2 in the API: its most intelligent voice model yet, bringing the GPT-5.5 reasoning architecture into the real-time voice surface. The model is positioned as the new foundation for voice-driven interfaces, voice agents, and conversational commerce applications built on the OpenAI API.
Amazon has opened up its Marketing Mix Modelling API to all advertisers: previously a restricted-access surface that required negotiation through Amazon account teams. Oleksandr Kovalov has flagged the launch's practical significance: getting Amazon ad and retail data into custom measurement models used to be operationally messy, requiring manual exports, reconciliation, and gap-filled estimation.
OpenAI has announced a partnership with PwC to reimagine the CFO's office through AI agents. The partnership delivers a structured set of agentic workflows for enterprise finance teams: building on the broader move (visible across Anthropic's Financial Services Suite, Google's Meridian, and now this PwC × OpenAI partnership) toward production-grade AI in finance functions rather than just experimental tooling.
Mansour Norouzi has flagged that Amazon is testing "Hear the Highlights": a feature that auto-generates short audio conversations between two AI hosts about a product listing. The hosts discuss product features, pull review themes, and answer shopper questions in real time.
Ivan Marynych has flagged Amazon testing a new mobile search flow that redirects some users away from traditional product results to Rufus, the AI shopping assistant. The test is currently limited to a small percentage of mobile searches, but the direction of travel is clear: Amazon is moving discovery from keyword-matched results toward conversational, AI-mediated shopping journeys.
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