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50 stories
1 sources steady, 1 independent sources, traction steady38m ago
How to win the gatekeeper’s ‘Yes’ with stakeholder co-citation gap analysis by Citation Labs
Citation Labs' article, "How to win the gatekeeper’s ‘Yes’," outlines a strategy for securing citations within AI answers.
advertisingai
1 sources steady, 1 independent sources, traction steady4h ago
Build A Live Data Stack With MCP For Smarter Campaign Performance
A recent discussion highlights the need for advertisers to build a live data stack with MCP to achieve smarter campaign performance.
advertisingai
1 sources steady, 1 independent sources, traction steady4h ago
Anyone else struggling with AI-generated UGC being flagged as "low quality" by Meta while the same script filmed by a real creator performs fine?
A practitioner managing a supplements store with a significant monthly Meta ad spend reported that AI-generated user-generated content (UGC) was flagged as "low quality" by Meta.
advertisingai
1 sources steady, 1 independent sources, traction steady8h ago
The AI search boom is fueling content budgets before media buys
The emergence of AI search is prompting a shift in how brands allocate their marketing resources.
advertisingai
1 sources steady, 1 independent sources, traction steady10h ago
Google Speaks On Chunking, Site Signals, Content, Paywalls & AI Clicks
Google recently discussed various topics at a Search Central Live event in Milan, addressing areas critical to search and content.
advertisingai
1 sources steady, 1 independent sources, traction steady15h ago
How I check whether ChatGPT / Perplexity actually cite my brand (simple method)
As buyers increasingly turn to AI assistants over traditional search engines, one practitioner has developed a method to audit whether their brand appears in AI-generated answers.
advertisingai
1 sources steady, 1 independent sources, traction steady1d ago
Make Something Agents Want via @sejournal, @slobodanmanic
A recent practitioner report from Search Engine Journal highlights concerns that websites may not be discoverable by AI agents.
advertisingai
2 sources steady, 2 independent sources, traction steady2d ago
OpenAI expands ads manager to U.K., adds CPC
OpenAI has expanded its ads manager to the U.K., making it widely available and the fifth market where advertisers can access the platform.
advertisingai
1 sources steady, 1 independent sources, traction steady1d ago
reddit SEO
An SEO practitioner with 18 months of experience observes Reddit's growing prevalence in search results and AI Overviews.
advertisingai
2 sources steady, 2 independent sources, traction steady2d ago
GAM Launches A Chatbot For Troubleshooting Ad Campaigns
Google Ad Manager (GAM) has introduced an AI chatbot, Ask Ad Manager, currently in beta testing with select publishers.
advertisingai
2 sources steady, 2 independent sources, traction steady2d ago
How USA Today Co. is trying to beat AI Overviews on World Cup news
USA Today Co.
advertisingai
2 sources steady, 2 independent sources, traction steady2d ago
Why Calling Yourself The Best Could Be Helping Your Competitors Win In AI Search via @sejournal, @lilyraynyc
Google's AI Overviews have been observed to cite brands' self-serving listicles.
advertisingai
3 sources steady, 3 independent sources, traction steady2d ago
Google Deepmind loses another top AI researcher as Nobel laureate John Jumper leaves for Anthropic
Nobel laureate John Jumper is departing Google DeepMind for Anthropic, concluding nearly nine years with the company.
aitech
2 sources steady, 2 independent sources, traction steady13h ago
Samsung Electronics brings ChatGPT and Codex to employees
Samsung Electronics is deploying ChatGPT Enterprise and Codex to its employees.
aitech
2 sources steady, 2 independent sources, traction steady7h ago
Omnicom Media rolls out research showing the need for CTV advertising to change its ways
Omnicom Media has released research indicating a need for changes in CTV advertising practices.
advertisingtech
2 sources steady, 2 independent sources, traction steady8h ago
Fox Buys Roku, The Problem With Fox’s Smart Strategy, Streaming That Works
Fox has announced a $22 billion acquisition of Roku, a transaction expected to close in 2027 and described by the company as a "defining moment." This move aims to combine Fox's sports, news, and entertainment content with its Tubi streaming platform, positioning Fox to become the third-largest player in US television by share of viewing.
advertisingtech
2 sources steady, 2 independent sources, traction steady2d ago
Temporary Cloudflare Accounts for AI Agents
Cloudflare has introduced temporary accounts specifically designed for AI agents.
aitech
1 sources steady, 1 independent sources, traction steady2d ago
We Need To Change Our Approach To AI Prompt Tracking via @sejournal, @TaylorDanRW
Recent discussions suggest a necessary shift in how AI prompt tracking is approached.
advertisingai
1 sources steady, 1 independent sources, traction steady2d ago
AI Citation Share Ships, New Data Doubts LLMS.txt – SEO Pulse via @sejournal, @MattGSouthern
Bing has introduced its AI Citation Share feature, while new data suggests that LLMs.txt files are not being utilized.
advertisingai
1 sources steady, 1 independent sources, traction steady2d ago
AI Mode Sends A Different Visitor. Your Website Wasn’t Built For Them via @sejournal, @slobodanmanic
Observations from practitioners indicate that "AI Mode" directs a distinct type of visitor to websites, for whom current site designs may not be optimized.
advertisingai
1 sources steady, 1 independent sources, traction steady2d ago
Stagwell enhances its AI-powered tools on the media side
Stagwell is enhancing its AI-powered tools for media operations.
advertisingai
1 sources steady, 1 independent sources, traction steady2d ago
L’Oréal accelerates generative AI content engine with fresh OpenAI deal
L’Oréal is accelerating its generative AI content engine through a new deal with OpenAI.
advertisingai
1 sources steady, 1 independent sources, traction steady2d ago
‘Humans at the helm, agents in the loop’: WPP is testing a buyer agent for video, but it’s bigger bet is on governance
WPP is currently testing a buyer agent for video, integrating AI into media buying processes.
advertisingai
1 sources steady, 1 independent sources, traction steady2d ago
Microsoft Advertising Activate 2026: Key Takeaways from the Event
Microsoft Advertising recently held its Activate 2026 event, where it unveiled various product announcements and updates.
advertisingai
1 sources steady, 1 independent sources, traction steady2d ago
What AI is about to expose about programmatic advertising
AI-driven automation is beginning to expose structural waste within programmatic advertising, a problem now coming into focus.
advertisingai
1 sources steady, 1 independent sources, traction steady38m ago
Google Says X-Frame-Options Matters For SEO via @sejournal, @martinibuster
Google's John Mueller recently identified the X-Frame-Options security header as uniquely relevant to search engine optimization.
advertisingtech
1 sources steady, 1 independent sources, traction steady1h ago
Preferred Sources & AI Mode Are Creating Filter Bubbles – A New Discovery Problem via @sejournal, @MattGSouthern
Google's Preferred Sources and loyalty tools are observed to assist established publishers in maintaining visibility.
aitech
1 sources steady, 1 independent sources, traction steady38m ago
LLMs do not merely reflect the bias of their training, they police it
A recent discussion among practitioners on Hacker News highlighted a nuanced perspective on Large Language Models and bias.
aitech
1 sources steady, 1 independent sources, traction steady8m ago
Manticore Search 27.1.5: Auth, sharding, conversational and faster vector search
Manticore Search has released version 27.1.5, which introduces new features including authentication, sharding, conversational capabilities, and faster vector search.
aitech
1 sources steady, 1 independent sources, traction steady2h ago
Apple Price Increases, Apple Intelligence and the E.U.
Apple is implementing price increases across its offerings.
aitech
1 sources steady, 1 independent sources, traction steady2d ago
Rank And AI Citation Aren’t The Same Number via @sejournal, @DuaneForrester
According to practitioner insights from Search Engine Journal, AI citation and search rank are not equivalent metrics.
advertisingai
1 sources steady, 1 independent sources, traction steady2h ago
Use AI for reviewing code especially when the diff is huge
A recent article, authored by a practitioner and featured on Hacker News, advocates for the integration of artificial intelligence into code review workflows.
aitech
2 sources steady, 2 independent sources, traction steady2d ago
From PGP to Mythos: a brief history of export controls that didn’t stop anyone
Discussions highlight a three-decade history of ineffective export controls concerning cybersecurity software.
aitech
1 sources steady, 1 independent sources, traction steady4h ago
Codex logging bug may write TBs to local SSDs
A logging issue within Codex has been identified, potentially leading to terabytes of data being written to local solid-state drives.
aitech
1 sources steady, 1 independent sources, traction steady4h ago
GLM 5.2 vs. Opus
A comparison between GLM 5.2 and Opus has emerged as a notable topic within the practitioner community.
aitech
1 sources steady, 1 independent sources, traction steady2d ago
Google Is Becoming A Personalizing Mirror Before You Even Type A Query via @sejournal, @TaylorDanRW
Google search is evolving into a personalizing mirror, reflecting private data even before users input a query.
advertisingai
1 sources steady, 1 independent sources, traction steady5h ago
Connect, don’t absorb: Dept’s AI bet on orchestration over operating systems
Dept is pursuing an AI strategy focused on orchestration rather than operating systems, aiming to "connect, not absorb." The company's AI assistant presently influences a fifth of its revenue.
aitech
1 sources steady, 1 independent sources, traction steady5h ago
Fire TV Makes A Play For Its Share Of Home Screen Ad Dollars
Amazon's Fire TV is actively pursuing a greater share of home screen advertising revenue.
advertisingtech
1 sources steady, 1 independent sources, traction steady2d ago
An Interview with Michael Morton About E-Commerce in the Age of AI
An interview with Michael Morton explores the evolving landscape of e-commerce in the age of artificial intelligence.
advertisingai
1 sources steady, 1 independent sources, traction steady8h ago
WTF is containerization?
Containerization has recently emerged as a prominent subject within ad tech discussions.
advertisingtech
1 sources steady, 1 independent sources, traction steady8h ago
Omnicom Media kicks off a series of partnerships at Cannes Lions with a first-time Netflix deal
Omnicom Media initiated a new partnership with Netflix at Cannes Lions.
advertisingtech
1 sources steady, 1 independent sources, traction steady8h ago
Brother, DSPlease; The Short-Lived (We Hope) Fawning AI Listicle
A new category of Demand-Side Platforms (DSPs) has emerged, though its precise distinguishing features are difficult to pinpoint.
advertisingtech
1 sources steady, 1 independent sources, traction steady2d ago
How a German publisher JV is turning LLM visibility into a premium brand buy
Germany's BCN, a commercial joint venture formed by three major publishing houses, is launching a product designed to enhance brand visibility within AI assistants.
advertisingai
1 sources steady, 1 independent sources, traction steady8h ago
Canadian government spent $46.8M on a secret Palantir contract
The Canadian government reportedly spent $46.8 million on a confidential contract with Palantir.
aitech
1 sources steady, 1 independent sources, traction steady10h ago
Sakana Fugu
An item titled "Sakana Fugu" recently appeared on the front page of Hacker News.
aitech
1 sources steady, 1 independent sources, traction steady2d ago
Less Traffic, Better Leads: Is Google Fixing B2B Marketing?
Practitioners in B2B marketing are observing a notable shift, with overall traffic decreasing while the quality of their sales pipeline improves.
advertisingai
1 sources steady, 1 independent sources, traction steady12h ago
Claude: Elevated Error Rates for Opus 4.8, Opus 4.7, Opus 4.6, and Sonnet 4.6
Practitioners on Hacker News have reported elevated error rates affecting several Claude models, including Opus 4.8, Opus 4.7, Opus 4.6, and Sonnet 4.6.
aitech
1 sources steady, 1 independent sources, traction steady12h ago
Petition against Meta's employee training data collection for ML models
A petition has emerged against Meta concerning its collection of employee training data for machine learning models.
aitech
1 sources steady, 1 independent sources, traction steady12h ago
Good results fine tuning a local LLM like Qwen 3:0.6B to categorize questions
A practitioner recently reported positive outcomes from adapting a local large language model.
aitech
1 sources steady, 1 independent sources, traction steady13h ago
I Gave an AI a Civilization to Run. It Built a Nuke – Launching CivBench
A recent development involves an AI that, when tasked with running a civilization, reportedly constructed a nuclear weapon.
aitech
advertisingai

Anyone else struggling with AI-generated UGC being flagged as "low quality" by Meta while the same script filmed by a real creator performs fine?

1 sources steady, 1 independent sources, traction steady4h ago

A practitioner managing a supplements store with a significant monthly Meta ad spend reported that AI-generated user-generated content (UGC) was flagged as "low quality" by Meta. This issue arose despite the identical script performing well when filmed by a human creator. Over a 90-day period, the practitioner conducted split tests comparing the same hook script across three production methods: AI-generated UGC featuring a realistic avatar, inexpensive real UGC from a creator marketplace, and tightly directed real UGC. Initial findings established directed real UGC as a baseline, achieving 1.0x CPM, click-through rate (CTR), and return on ad spend (ROAS).

Sources 1 independent outlet

1R
Anyone else struggling with AI-generated UGC being flagged as "low quality" by Meta while the same script filmed by a real creator performs fine?
reddit.com practitioner