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Dave Davies

@onlineinference.com
472 followers 137 following 340 posts

I'm an SEO who gets to work with people who teach machines how to think.

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Dave Davies @onlineinference.com · 04/05/2026
“The system doesn’t fail because it stops; it fails because it doesn’t know when to stop.” Many agent failures aren’t crashes 🤕; they’re loops➿. If you’re building agents: 🔄 max retries 💸cost ceilings ⏪fallback paths Or you scale failure. @wandb article in the comments👇
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Dave Davies @onlineinference.com · 12/02/2026
As someone who vibe codes … this is great advice from @weightsbiases.bsky.social . Prompting isn’t the bottleneck 🍾. Context is. RPI (🧪Research → 🤔Plan → 🛠️Implement) + 🤏intentional compaction = ➿fewer correction loops and 👍better output. 100% worth the read. Link in the comments. 👇
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Dave Davies @onlineinference.com · 04/02/2026
From @sengineland 👇 Advertisers must migrate to Google’s new Merchant API or risk Shopping and Performance Max campaigns stopping altogether.  
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Google Shopping API cutoff looms, putting ad delivery at risk
Advertisers must migrate to Google’s new Merchant API or risk Shopping and Performance Max campaigns stopping altogether.
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Dave Davies @onlineinference.com · 04/02/2026
From @sengineland 👇 Hype cycles come and go. But real SEO gains still depend on trust, crawlable data, and meeting user needs — not chasing the latest novelty.  
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SEO in 2026: What will stay the same
Hype cycles come and go. But real SEO gains still depend on trust, crawlable data, and meeting user needs — not chasing the latest novelty.
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Dave Davies @onlineinference.com · 04/02/2026
From @sengineland 👇 Creating pages only machines will see won’t improve AI search visibility. Data shows standard SEO fundamentals still drive AI citations.  
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Why LLM-only pages aren’t the answer to AI search
Creating pages only machines will see won’t improve AI search visibility. Data shows standard SEO fundamentals still drive AI citations.
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Dave Davies @onlineinference.com · 04/02/2026
From @sengineland 👇 From illegal trades to chatbot lawsuits, these examples reveal the operational, legal, and reputational risks behind failed AI deployments.  
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7 real-world AI failures that show why adoption keeps going wrong
From illegal trades to chatbot lawsuits, these examples reveal the operational, legal, and reputational risks behind failed AI deployments.
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Dave Davies @onlineinference.com · 03/02/2026
From @sengineland 👇 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...  
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Some Google AI Overviews now use Gemini 3 Pro
Complex queries now trigger Google’s most advanced model. It's now live in English globally.
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Dave Davies @onlineinference.com · 03/02/2026
From @sengineland 👇 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.
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Help us shape SMX Advanced 2026. You could win an All Access pass!
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.
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Dave Davies @onlineinference.com · 03/02/2026
From @sengineland 👇 @OpenAI’s move toward ads in AI responses could create a new, highly contextual channel for advertisers while reshaping digital marketing.
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OpenAI discusses an ad-driven strategy centered on ChatGPT scale and media partnerships
OpenAI’s move toward ads in AI responses could create a new, highly contextual channel for advertisers while reshaping digital marketing.
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Dave Davies @onlineinference.com · 03/02/2026
From @sengineland 👇 Marketing roles lack clear salary standards. These tips help you assess your value, benchmark pay, and negotiate with confidence.  
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10 salary negotiation tips for search marketers
Marketing roles lack clear salary standards. These tips help you assess your value, benchmark pay, and negotiate with confidence.
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Dave Davies @onlineinference.com · 03/02/2026
From @sengineland 👇 We fully decrypted SearchGuard, the anti-bot system protecting Google Search. Here's exactly how Google tells humans and bots apart.  
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Inside SearchGuard: How Google detects bots and what the SerpAPI lawsuit reveals
We fully decrypted SearchGuard, the anti-bot system protecting Google Search. Here's exactly how Google tells humans and bots apart.
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Dave Davies @onlineinference.com · 03/02/2026
From @sengineland 👇 Why AI search advice spreads without proof, how to evaluate GEO claims, and which recommendations actually stand up to scrutiny.  
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GEO myths: This article may contain lies
Why AI search advice spreads without proof, how to evaluate GEO claims, and which recommendations actually stand up to scrutiny.
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Dave Davies @onlineinference.com · 02/02/2026
From @sengineland 👇 Google is confirming fewer and fewer search algorithm updates, but that doesn't mean there is less ranking volatility.
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Google algorithm updates 2025 in review: 3 core updates and 1 spam update
Google is confirming fewer and fewer search algorithm updates, but that doesn't mean there is less ranking volatility.
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Dave Davies @onlineinference.com · 02/02/2026
From @sengineland 👇 SMX Next PPC experts said thriving in 2026 means pairing rapid AI advancements with strong fundamentals and human oversight.
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2026 PPC trends to get ahead of now
SMX Next PPC experts said thriving in 2026 means pairing rapid AI advancements with strong fundamentals and human oversight.
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Dave Davies @onlineinference.com · 02/02/2026
From @sengineland 👇 Learn how AI content optimization helps your website get cited by ChatGPT, Perplexity, and Google AI Overviews.  
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How to optimize content for AI search engines: A step-by-step guide
Learn how AI content optimization helps your website get cited by ChatGPT, Perplexity, and Google AI Overviews.
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Dave Davies @onlineinference.com · 02/02/2026
From @sengineland 👇 The best PPC marketers use AI with intention, skepticism, and context. Here’s what separates them from the rest.  
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10 keys to a successful PPC career in the AI age
The best PPC marketers use AI with intention, skepticism, and context. Here’s what separates them from the rest.
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Dave Davies @onlineinference.com · 02/02/2026
From @sengineland 👇 Google’s AI health summaries rely on sources that lack rigorous medical review or evidence, a new analysis finds.  
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Google AI Overviews cite YouTube most often for health topics: Study
Google’s AI health summaries rely on sources that lack rigorous medical review or evidence, a new analysis finds.
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Dave Davies @onlineinference.com · 02/02/2026
From @sengineland 👇 Advertisers can now access Manual CPC directly in campaign setup, making it easier to set bids without bypassing recommended options.  
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Google Ads makes Manual CPC easier to find
Advertisers can now access Manual CPC directly in campaign setup, making it easier to set bids without bypassing recommended options.
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Dave Davies @onlineinference.com · 01/02/2026
From @sengineland 👇 Ads in ChatGPT could give advertisers a new, high-intent way to reach users directly within relevant conversations.  
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OpenAI will begin testing ChatGPT ads in the U.S.
Ads in ChatGPT could give advertisers a new, high-intent way to reach users directly within relevant conversations.
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Dave Davies @onlineinference.com · 01/02/2026
From @sengineland 👇 Google Ads is testing A/B experiments for Shopping Ads, letting advertisers compare product titles/images to see what performs better.  
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Google Ads tests A/B experiments for Shopping ad product data
Google Ads is testing A/B experiments for Shopping Ads, letting advertisers compare product titles/images to see what performs better.
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Dave Davies @onlineinference.com · 01/02/2026
From @sengineland 👇 Amy Hebdon shares lessons from early mistakes in her career, emphasizing the importance of managing relationships alongside campaigns.  
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Amy Hebdon discusses the PPC decision that cost her a good client relationship
Amy Hebdon shares lessons from early mistakes in her career, emphasizing the importance of managing relationships alongside campaigns.
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Dave Davies @onlineinference.com · 01/02/2026
From @sengineland 👇 Google search and Shopping ad clicks are surging, offering advertisers a rare opportunity to reach high-intent audiences while CPCs remain stable.  
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Google search ad clicks hit five-year high as Q4 spend rises 13% - Report
Google search and Shopping ad clicks are surging, offering advertisers a rare opportunity to reach high-intent audiences while CPCs remain stable.
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Dave Davies @onlineinference.com · 31/01/2026
From @sengineland 👇 Land your next job in SEO or PPC. These brands and agencies are hiring to fill open search marketing positions right now.  
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The latest jobs in search marketing
Land your next job in SEO or PPC. These brands and agencies are hiring to fill open search marketing positions right now.
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Dave Davies @onlineinference.com · 31/01/2026
From @sengineland 👇 YouTube upgraded its Promotions tool to let creators target viewers by interests—shifting beyond basic demographic-based promotion.  
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YouTube gives creators smarter ad targeting
YouTube upgraded its Promotions tool to let creators target viewers by interests—shifting beyond basic demographic-based promotion.
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Dave Davies @onlineinference.com · 31/01/2026
From @sengineland 👇 Nearly 90% of advertisers use AI for video ads. Performance now comes down to creative inputs, data signals, and measurement.  
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AI for video advertising: 5 best practices for PPC campaigns
Nearly 90% of advertisers use AI for video ads. Performance now comes down to creative inputs, data signals, and measurement.
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Dave Davies @onlineinference.com · 31/01/2026
From @sengineland 👇 Audiences form preferences before they search. Learn how authority shows up across social, search, and AI-powered answers.  
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Discoverability in 2026: How digital PR and social search work together
Audiences form preferences before they search. Learn how authority shows up across social, search, and AI-powered answers.
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Dave Davies @onlineinference.com · 30/01/2026
From @sengineland 👇 Google AdSense publishers are reporting sudden eCPM and RPM drops of up to 70%, sparking fears of another revenue shock.  
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AdSense publishers report sudden revenue plunge — again
Google AdSense publishers are reporting sudden eCPM and RPM drops of up to 70%, sparking fears of another revenue shock.
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Dave Davies @onlineinference.com · 30/01/2026
From @sengineland 👇 Google Ads has introduced account-level placement exclusions, allowing advertisers to block unwanted inventory from a single, centralized setting.  
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Google Ads rolls out account-level placement exclusions
Google Ads has introduced account-level placement exclusions, allowing advertisers to block unwanted inventory from a single, centralized setting.
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Dave Davies @onlineinference.com · 30/01/2026
From @sengineland 👇 Set a total campaign budget over days or weeks, letting Google optimize spend automatically and keep your campaigns on track without constant tweaks.  
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Google introduces total campaign budgets for Search
Set a total campaign budget over days or weeks, letting Google optimize spend automatically and keep your campaigns on track without constant tweaks.
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Dave Davies @onlineinference.com · 30/01/2026
From @sengineland 👇 Misreading churn leads to flawed CLV assumptions. Analyze retention over time and identify the customers that actually drive profit.  
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Why the shakeout effect matters in CLV modeling
Misreading churn leads to flawed CLV assumptions. Analyze retention over time and identify the customers that actually drive profit.
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Dave Davies @onlineinference.com · 30/01/2026
From @sengineland 👇 Microsoft’s latest updates give advertisers more control over PMax, from acquiring new customers to improving visibility and measurement  
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Microsoft adds new customer acquisition goals and deeper visibility to PMax
Microsoft’s latest updates give advertisers more control over PMax, from acquiring new customers to improving visibility and measurement
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Dave Davies @onlineinference.com · 30/01/2026
From @sengineland 👇 Social content creates curiosity that shows up as branded search. Here’s how to measure and use the halo effect.  
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The social-to-search halo effect: Why social content drives branded search
Social content creates curiosity that shows up as branded search. Here’s how to measure and use the halo effect.
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Dave Davies @onlineinference.com · 29/01/2026
From @sengineland 👇 Google’s new data transmission controls let advertisers fine-tune how ad and analytics data flows when user consent is limited.  
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Google adds new data transmission controls to Ads consent stack
Google’s new data transmission controls let advertisers fine-tune how ad and analytics data flows when user consent is limited.
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Dave Davies @onlineinference.com · 29/01/2026
From @sengineland 👇 Google Ads' new campaign set-up flow aims to reduce onboarding friction by letting advertisers get live with a campaign almost immediately.  
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Google tests faster account setup using pre-built campaigns
Google Ads' new campaign set-up flow aims to reduce onboarding friction by letting advertisers get live with a campaign almost immediately.
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Dave Davies @onlineinference.com · 29/01/2026
From @sengineland 👇 A little-known Google Ads setting can allow Google to add unapproved imagery to location-based ads, raising brand control concerns.  
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A quiet Google Ads setting could change your creative
A little-known Google Ads setting can allow Google to add unapproved imagery to location-based ads, raising brand control concerns.
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Dave Davies @onlineinference.com · 29/01/2026
From @sengineland 👇 Google Trends now uses "Gemini capabilities to automatically identify and compare relevant trends for your area of interest," Google wrote.  
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Google Trends adds Gemini to Explore page
Google Trends now uses "Gemini capabilities to automatically identify and compare relevant trends for your area of interest," Google wrote.
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Dave Davies @onlineinference.com · 29/01/2026
From @sengineland 👇 This is also coming to Google Search in AI Mode soon, Google added.  
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Personal Intelligence with Gemini connect your searches, email, photos, and YouTube history
This is also coming to Google Search in AI Mode soon, Google added.
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Dave Davies @onlineinference.com · 29/01/2026
From @sengineland 👇 AI search relies on consensus across owned, earned, and community sources. This framework shows how SEO can lead cross-functional execution.  
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Why 2026 is the year the SEO silo breaks and cross-channel execution starts
AI search relies on consensus across owned, earned, and community sources. This framework shows how SEO can lead cross-functional execution.
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Dave Davies @onlineinference.com · 28/01/2026
From @sengineland 👇 Answer-first content, structured data, and authority signals shape AI-driven search. This 90-day plan explains how to put them into practice.
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A 90-day SEO playbook for AI-driven search visibility
Answer-first content, structured data, and authority signals shape AI-driven search. This 90-day plan explains how to put them into practice.
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Dave Davies @onlineinference.com · 28/01/2026
From @sengineland 👇 Google Ads added a Change history shortcut that lets advertisers jump directly to affected campaigns and ad groups.
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Google Ads adds shortcut button to Change history
Google Ads added a Change history shortcut that lets advertisers jump directly to affected campaigns and ad groups.
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Dave Davies @onlineinference.com · 28/01/2026
From @sengineland 👇 AI-driven search can turn forum opinions into 'facts.' Here's your emerging ORM playbook for monitoring, response, and AI visibility  
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How brands can respond to misleading Google AI Overviews
AI-driven search can turn forum opinions into 'facts.' Here's your emerging ORM playbook for monitoring, response, and AI visibility
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Dave Davies @onlineinference.com · 28/01/2026
From @sengineland 👇 These open-source MMM tools solve different measurement problems, from budget optimization to forecasting and preprocessing.  
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Dave Davies @onlineinference.com · 28/01/2026
From @sengineland 👇 Core Web Vitals don’t boost AI rankings — except when performance fails badly enough to hurt trust and engagement, this analysis shows.  
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What 107,000 pages reveal about Core Web Vitals and AI search
Core Web Vitals don’t boost AI visibility — except when performance fails badly enough to hurt trust and engagement, this analysis shows.
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Dave Davies @onlineinference.com · 28/01/2026
From @sengineland 👇 Traditional link building is changing. Here’s how to vet a link building agency for AI visibility, ethical practices, and long-term staying power in 2026.  
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How to choose a link building agency in the AI SEO era
Traditional link building is changing. Here’s how to vet a link building agency for AI visibility, ethical practices, and long-term staying power in 2026.
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Dave Davies @onlineinference.com · 27/01/2026
From @sengineland 👇 AI didn’t kill copywriting. It killed low-grade informational SEO. Persuasion, positioning, and clarity now matter more than traffic volume.  
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Why copywriting is the new superpower in 2026
AI didn’t kill copywriting. It killed low-grade informational SEO. Persuasion, positioning, and clarity now matter more than traffic volume.
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Dave Davies @onlineinference.com · 27/01/2026
From @sengineland 👇 A multi-year Apple–Google deal places Gemini at the core of Apple Intelligence and paves the way for a new Siri.  
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Apple is finally upgrading Siri, and Google Gemini will power it
A multi-year Apple–Google deal places Gemini at the core of Apple Intelligence and paves the way for a new Siri.
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Dave Davies @onlineinference.com · 27/01/2026
From @sengineland 👇 AI answers are taking clicks from publishers. Media companies warn that Google Overviews and chat experiences are speeding up traffic loss.  
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News publishers expect search traffic to drop 43% by 2029: Report
AI answers are taking clicks from publishers. Media companies warn that Google Overviews and chat experiences are speeding up traffic loss.
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Dave Davies @onlineinference.com · 27/01/2026
From @sengineland 👇 Google’s 2026 Shopping policy updates give advertisers more flexibility to promote subscriptions, modern offers, and localized payment incentives.  
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Google expands Shopping promotion rules ahead of 2026
Google’s 2026 Shopping policy updates give advertisers more flexibility to promote subscriptions, modern offers, and localized payment incentives.
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Dave Davies @onlineinference.com · 27/01/2026
From @sengineland 👇 Advertisers can now buy premium live sports inventory programmatically, combining massive reach with better frequency control and cross-device measurement.  
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Google opens Olympic live sports inventory to biddable CTV buys
You can now tap Olympic live sports via DV360, using Google audiences, household frequency caps, and conversion tracking tied to CTV.
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Dave Davies @onlineinference.com · 27/01/2026
From @sengineland 👇 AI targeting, creative scale, and MMM promised efficiency but often delivered waste. Here’s how to reset PPC priorities for 2026.  
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3 PPC myths you can’t afford to carry into 2026
AI targeting, creative scale, and MMM promised efficiency but often delivered waste. Here’s how to reset PPC priorities for 2026.
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