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They found:
Parse notes
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They found:
B2B content distribution operates as a multi-layer arbitrage system where publishers, PR agencies, and syndication vendors take hidden margins while obscuring performance. Paid placements often appear as earned media, while programmatic channels flood campaigns with bot traffic and low quality inventory that inflate leads but lack real intent. Metrics reward volume, not outcomes, so dashboards show growth while pipelines lag. The issue is structural, driven by weak disclosure and poor measurement, and favors owned media, stricter audits, and outcome-based evaluation.
Google AI Overviews appear in 84% of B2B queries and often surface third-party content instead of vendor pages. Reddit and YouTube together account for more AI citations than all other external sources combined, while 51% of Google AI Overview citations come from off-site platforms. Across engines, visibility is increasingly driven by presence on external communities, video platforms, and review sites rather than owned websites. An email is required to download the report.
Recommend practical items based on cart composition to reduce abandonment and increase conversions. Carts heavy on indulgent items drive higher drop-off since guilt rises, and abandonment increases by 8.3% to 17.3% as the ratio of pleasurable items grows. Add 1 to 2 functional items through product page or cart recommendations to rebalance perceived utility and lower friction at checkout. Practical recommendations cut abandonment by up to 21% and reduce shopper guilt by 14.2%, while pushing more indulgent items has the opposite effect. Align cross-sell logic to mix utility into fun heavy carts instead of promoting similar products.
Make videos more effective on your Google Business Profile by first uploading it to Instagram or TikTok, adding captions, and then downloading it. This produces a captioned version of the video that provides context because videos on Google Maps don't play audio by default, stands out because moving text is more eye-catching, and helps Google's AI understand your video.
A re-engagement trigger change revealed that many engaged subscribers never click, making click rate a weak signal of engagement. Clicks are often lost or suppressed due to email clipping, AI inbox summaries, and corporate security filters. Many readers also consume content without clicking because emails contain too many links or already satisfy intent in the inbox. The result is that engagement often happens without measurable clicks. Reduce unnecessary links and design emails that deliver value on their own. Measure performance using replies, conversions, and pipeline impact instead of click activity.
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ChatGPT is moving from a limited ads pilot to a scalable platform by adding self-serve buying, CPC pricing, and better measurement. Advertisers can now run campaigns through partners or a US beta Ads Manager that handles budgets, bids, and performance in one place. New tools like Conversions API and pixel tracking connect ad exposure to outcomes like purchases or sign-ups while only sharing aggregated data.
This free virtual event on May 14 runs for five hours across multiple time zones. It features over 20 speakers from Google, Meta, AWS, Spotify, SAP, and DoorDash. Topics include AI workflows, agent building, and real business use cases. Attendees get copyable prompts, frameworks, and trend insights.
Meta's new AI Connectors allow advertisers to manage campaigns directly through Claude, ChatGPT, and Perplexity using Meta's ads MCP server, with 29 tools currently available for tasks ranging from performance reporting to campaign creation. Use cases include pulling granular performance data with natural language queries, surfacing anomalies like CPM spikes or frequency creep, and running account-wide error sweeps in a single prompt. All campaigns created through the connector launch in a paused state by default. However, the rollout comes just two months after advertisers reported unexplained account shutdowns tied to unapproved AI integrations, and the connector inherits full access to every ad account linked to a user's business portfolio.
Brands are being urged to scale their creator advertising output, but research covering 1.4M ads across 105 countries suggests that doing so without enforcing brand fundamentals may waste budget. The study found that creator content featured brand logos at roughly half the rate of brand-produced ads and used correct brand colors significantly less often, contributing to weaker recall performance. This matters more now that creator work is migrating from organic posts into paid media, where it competes directly with traditional ad spend for budget justification.
Google has outlined how websites should be optimized for AI agents, reflecting a move toward agent-driven browsing. Agents interpret pages using screenshots, accessibility trees, and semantic HTML, combining visual and structural signals to decide actions. Sites should use stable layouts, clear visual hierarchy, and actionable elements like `button` and `a` tags instead of generic divs. Google also notes that cursor pointer styling helps signal interactivity, while shifting UI elements can confuse agents during navigation.
Instagram will stop recommending accounts that don't post original content.
Query intent describes what is said, while conversion intent reflects what the human needs to accomplish.