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RevenueCat analyzed 4,964 subscription apps: Black Friday promos coincided with new paying customers per day 20 percent above the median app’s September baseline, while each promo buyer returned about 8 percent less revenue over six months. Also, by Meta’s own analysis, ad sets under roughly 50 weekly conversions cost 28 percent more per purchase; a thank-you survey about 90 percent of webinar registrants completed; an ANA influencer study; Understory’s LinkedIn ad library; and Google Ads seasonality scoping in App campaigns.

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Pinterest has made Programmatic Deals generally available in select markets, letting advertisers buy its display and video inventory through Amazon Ads, Google DV360 and other platforms. Also: Search Engine Journal on whether Google’s generative UI in AI Mode could keep bookings inside Google; a startup paying $35 per switched competitor customer; a free Claude Code video-editing kit; Kevin Indig’s two-year data on falling organic traffic; and Shopify retiring its standalone AI knowledge base app.

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Google is rolling out new Gemini tools for small business owners — a hub covering branding, finances and customer insights, staged globally over the coming days. Also: a Semrush framework for diagnosing why AI answers skip your brand, including a cited study in which 62 percent of brand appearances went unnamed; the case for building positioning around a villain; why repeat attendance may beat follower count; and Simo Ahava on Google Tag Manager’s new container structure.

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SEO consultant Marie Haynes looked at 12 months of GA4 data across 100 websites and found all LLMs combined equaled 0.73% of Google Organic session volume — she calls the dataset small. Also: Semrush’s own 400-keyword panel shows AI Overviews on 82 to 96 percent of five commercial search types, a vendor-run backlink case study worth reading skeptically, Morning Consult and Later survey data on creator-driven buying, and the SBA’s new creator-business classification.

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Adobe's data has AI-referred retail traffic converting 60% higher and generating 53% more revenue per visit, with shoppers saying they expect to return less — though Adobe itself says it's too early to call the return rates. NP Digital's analysis of 9 million AI answers finds 64% of citations coming from ordinary pages rather than listicles, and no positive correlation between sentiment and citation frequency. Plus ChatGPT Ads adds bulk campaigns while agencies report click and conversion gaps, ChatGPT launches virtual try-on, and quick hits on Gemini's UTM tags, YouTube Shorts originality, branded AI Overviews, Discord's Ads Manager and Meta's Muse.

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Google Search revenue climbed 17% to $63.3 billion last quarter while 68% of U.S. searches in early 2026 ended with no click at all — and Google's publisher-payment pilot is reportedly paying several participants under 0.1% of their ad revenue. Also: Amazon lets brands write what Alexa says about them, a one-line button rewrite that moved trial sign-ups 39%, GA4's half-finished app-conversion update, and Gartner's split numbers on AI and marketing headcount. With the caveats attached.

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ChatGPT Ads finally has outside benchmarks: 0.73% CTR in the US, above 1% in four other markets, plus an analysis of 15,000 advertisers showing who's actually buying. Braze and Meta both shipped AI aimed at campaign operations rather than content. And two cheap tests worth queuing — money-back guarantees versus free trials, and product names specific enough to lift purchase intent up to 9.5%.

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Click-based attribution is breaking down as AI search answers questions without sending the click — and the numbers being passed around about how badly are mostly cited secondhand. We dig into what Kevin Indig's "Collapse of Attribution" actually shows, what the agency research behind founder-led content conveniently doesn't disclose, and an identity-framing email tactic that's cheap enough to test this week. Plus Shopify opening checkout to AI agents, YouTube's conversational editing preview, and a Reddit analysis of 51,129 comments that found a small group of accounts carrying an outsized share of buying recommendations.

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