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AI Agents Will Game Your SEO Metrics, MIT & Stanford Research Points To The Risk via @sejournal, @gregjarboe

AI agents find the cheapest route to any target you set. Research from MIT and Stanford shows why SEO teams need metrics agents can’t fake.

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Baidu Now Measures AI Citations: Here’s What SEOs Should (And Shouldn’t) Read Into It via @sejournal, @MPentzek

Baidu’s new AI CTR divides clicks by citations, not impressions. Here’s why that matters and what else the AI Traffic Analysis report will show.

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GEO Requests Rise Among More Search Freelancers Than Google SEO via @sejournal, @MattGSouthern

Fiverr’s holiday survey finds more of its search freelancers reporting rising GEO requests than Google-ranking requests, though most still back SEO long term.

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3 Steps To Win B2B Brand Consideration, Day Zero Decides The Shortlist via @sejournal, @alexanderkesler

Buying groups arrive with vendors already chosen. AEO cannot fix a shortlist formed months earlier. Three steps to build brand consideration before research begins.

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How To Find The Sources Shaping AI Answers In Your Industry via @sejournal, @hethr_campbell

Trendos’ Gintare Rimolaityte explains how to map AI citation sources by industry and engine, identify competitor gaps, and turn an audit into content and outreach priorities.

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Shopify CEO Warns AI ‘Slop Grenades’ Shift Work To Coworkers via @sejournal, @MattGSouthern

Shopify CEO Tobi Lütke says unreviewed AI output is landing on coworkers. Freelance marketplace data shows demand for AI cleanup work rising elsewhere too.

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Agentic Commerce Is Not The Next Voice Shopping, But It Is Still Unproven via @sejournal, @slobodanmanic

Visa, Mastercard, PayPal, and Stripe name no live merchant. Google names three. Here is what the agentic commerce documentation still refuses to say.

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How To Build Local Pages AI Systems Can Find And Trust via @sejournal, @lorenbaker

AI ranks passages, reads alt text, and cites whatever numbers you publish. Practical rules for local service pages from SEJ Live.

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