Link:
wandb.ai/ai-team-arti...
As someone who vibe codes β¦ this is great advice from
@weightsbiases.bsky.social .
Prompting isnβt the bottleneck πΎ. Context is.
RPI (π§ͺResearch β π€Plan β π οΈImplement) + π€intentional compaction = βΏfewer correction loops and πbetter output.
100% worth the read.
Link in the comments. π
From @sengineland π
Advertisers must migrate to Googleβs new Merchant API or risk Shopping and Performance Max campaigns stopping altogether. Β
From @sengineland π
Hype cycles come and go. But real SEO gains still depend on trust, crawlable data, and meeting user needs β not chasing the latest novelty. Β
From @sengineland π
Creating pages only machines will see wonβt improve AI search visibility. Data shows standard SEO fundamentals still drive AI citations. Β
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From illegal trades to chatbot lawsuits, these examples reveal the operational, legal, and reputational risks behind failed AI deployments.
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From @sengineland π
Google now uses Gemini 3 Pro to generate some AI Overviews in Google Search. Google said for more complex queries Gemini 3 Pro is used for AI Overview. This was previously announced for AI Mode res... Β
From @sengineland π
Tell us what you want to learn about and who you want to hear from at SMX Advanced taking place June 3-5 at the Westin Boston Seaport.
From @sengineland π
@OpenAIβs move toward ads in AI responses could create a new, highly contextual channel for advertisers while reshaping digital marketing.
From @sengineland π
Marketing roles lack clear salary standards. These tips help you assess your value, benchmark pay, and negotiate with confidence. Β
From @sengineland π
We fully decrypted SearchGuard, the anti-bot system protecting Google Search. Here's exactly how Google tells humans and bots apart. Β
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Why AI search advice spreads without proof, how to evaluate GEO claims, and which recommendations actually stand up to scrutiny. Β
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Google is confirming fewer and fewer search algorithm updates, but that doesn't mean there is less ranking volatility.
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SMX Next PPC experts said thriving in 2026 means pairing rapid AI advancements with strong fundamentals and human oversight.
From @sengineland π
Learn how AI content optimization helps your website get cited by ChatGPT, Perplexity, and Google AI Overviews. Β
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The best PPC marketers use AI with intention, skepticism, and context. Hereβs what separates them from the rest.
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From @sengineland π
Googleβs AI health summaries rely on sources that lack rigorous medical review or evidence, a new analysis finds. Β
From @sengineland π
Advertisers can now access Manual CPC directly in campaign setup, making it easier to set bids without bypassing recommended options. Β
From @sengineland π
Ads in ChatGPT could give advertisers a new, high-intent way to reach users directly within relevant conversations. Β
From @sengineland π
Google Ads is testing A/B experiments for Shopping Ads, letting advertisers compare product titles/images to see what performs better. Β
From @sengineland π
Amy Hebdon shares lessons from early mistakes in her career, emphasizing the importance of managing relationships alongside campaigns. Β
From @sengineland π
Google search and Shopping ad clicks are surging, offering advertisers a rare opportunity to reach high-intent audiences while CPCs remain stable. Β
From @sengineland π
Land your next job in SEO or PPC. These brands and agencies are hiring to fill open search marketing positions right now. Β
From @sengineland π
YouTube upgraded its Promotions tool to let creators target viewers by interestsβshifting beyond basic demographic-based promotion. Β
From @sengineland π
Nearly 90% of advertisers use AI for video ads. Performance now comes down to creative inputs, data signals, and measurement. Β
From @sengineland π
Audiences form preferences before they search. Learn how authority shows up across social, search, and AI-powered answers. Β
From @sengineland π
Google AdSense publishers are reporting sudden eCPM and RPM drops of up to 70%, sparking fears of another revenue shock. Β
From @sengineland π
Google Ads has introduced account-level placement exclusions, allowing advertisers to block unwanted inventory from a single, centralized setting. Β