How ChatGPT Actually Picks Sources (I Read The Network Traffic, Not The Outputs)
ChatGPT’s source behavior shows why crawlable facts, third-party validation, and query-level search triggers matter more than generic GEO tactics.
ChatGPT’s source behavior shows why crawlable facts, third-party validation, and query-level search triggers matter more than generic GEO tactics.
Google’s Liz Reid argues personalization and preferred sources can help small publishers get found in AI search, though she shared no supporting data.
Google’s AI governance paper argues public-web training should remain fair use while pointing to opt-out controls, takedowns, and paid deals for specialized content.
Bought Reddit citations will be filtered the way Penguin filtered bought links. The only strategy that compounds on the agentic web is being real.
Selling AI as a people replacement alienates buyers and contradicts employment data. Here is why the substitution narrative backfires.
Your internal link structure gradually loses effectiveness as new content pulls equity away from important pages.
Google confirmed that meta descriptions are not a requirement, then explained why it’s not pointless to write them.
Google’s Liz Reid argues personalization and preferred sources can help small publishers get found in AI search, though she shared no supporting data.
Google’s AI governance paper argues public-web training should remain fair use while pointing to opt-out controls, takedowns, and paid deals for specialized content.
Google confirmed that meta descriptions are not a requirement, then explained why it’s not pointless to write them.
Google says publishers who want to survive in AI Search need to start making content users actually want to read.
Bruce Clay, a founding figure who shaped the SEO marketing industry, has died. His concepts continue to influence professionals to this day.
Google’s John Mueller answered whether Google Gemini’s new AI agents change the rules for SEO.
Google’s Liz Reid argues personalization and preferred sources can help small publishers get found in AI search, though she shared no supporting data.
Bought Reddit citations will be filtered the way Penguin filtered bought links. The only strategy that compounds on the agentic web is being real.
Your internal link structure gradually loses effectiveness as new content pulls equity away from important pages.
Google confirmed that meta descriptions are not a requirement, then explained why it’s not pointless to write them.
The “separate AEO strategy” consultants have been selling collapses when Google itself says it’s one playbook. Here’s what that means for how you build.
Google says publishers who want to survive in AI Search need to start making content users actually want to read.
Running ads on every platform? Here’s how to build a measurement framework that compares performance fairly across Google, Microsoft, Meta, and Amazon.
Google is testing “Strongest Match” labels on Search ads. Here’s what advertisers know so far and the questions Google hasn’t answered.
Google expands its Limited Ad Serving policy, introducing new advertiser qualification signals tied to user reports, identity, and Search ad eligibility.
Google’s conversational agent now troubleshoots delivery and builds reports inside Ad Manager, bringing prompt-driven workflows to publisher ad ops.
Create unified search strategies by aligning SEO, PPC and content teams through integrated briefs covering objectives, intent and SERP features.
Microsoft Advertising launches Product Explorer, a new Merchant Center tool that helps advertisers analyze feed health, product status, and performance data.
New data from IAB and Billion Dollar Boy explains the performance gap between creator content and brand-led ads, with specific fixes for both.
Explore the limitations of AI in content creation. Uncover why AI-generated work often lacks originality and uniqueness.
Why the best content frameworks become outdated and how to stay ahead by embracing new data instead of defending old models.
AI retrieval systems reward semantic precision over content volume, making excessive publishing counterproductive for modern SEO visibility.
New research shows daily AI Overview users click sources 3.5x more than occasional users, revealing optimization opportunities.
This checklist, created from CallRail’s October 2025 survey of 600 small-to-midsize businesses, walks you through six areas to implement AI that can:
Buying Reddit To Win AI Citations Is The New Link Farm
By Slobodan Manic
Bought Reddit citations will be filtered the way Penguin filtered bought links. The only strategy that compounds on the agentic web is being real.
The Content Framework That Worked In 2019 Is Now Working Against You
By Greg Jarboe
Why the best content frameworks become outdated and how to stay ahead by embracing new data instead of defending old models.
TikTok Shows 3x More AI Slop Than YouTube, Report Finds
By Matt G. Southern
In a fresh-account test, Kapwing found 59% of TikTok For You videos were AI slop, roughly three times the rate on YouTube.
YouTube Brings In-App Sharing & Messaging To The U.S.
By Matt G. Southern
YouTube is expanding in-app video sharing and messaging to eligible adults in more markets, reviving a version of its messaging feature removed in 2019.
YouTube Adds Auto-Detection For AI-Generated Content
By Matt G. Southern
YouTube is moving AI disclosure labels to more visible spots and adding automatic detection for undisclosed photorealistic AI content on videos.
Why LLMs Cite Reddit Instead Of Your Brand: A Practical AI Visibility Audit [Webinar]
By Loren Baker
Understand the role Reddit plays in AI answers and how brands can capitalize on community signals to enhance visibility.