Threads will roll out live chats to offer a more controlled way to follow real-time discussions around events and topics. The feature lets creators start a chat, invite a few contributors, and allow followers to subscribe in a read only format. It builds on Instagram Broadcast Channels from 2023 but adds more active conversation from selected participants. It aims to reduce spam seen in hashtag-driven feeds by limiting who can post.
Prototyping should start with content instead of code to avoid building cluttered and confusing products. Rapid prototyping often leads to experience rot where features pile up without improving usability and cognitive load increases. LLMs and code generators can worsen this by making it easier to ship unnecessary features. Content should define the system because it carries meaning while interfaces should wrap around it. Content first design improves clarity and product coherence before visual design or implementation.
Marketing mix modeling is widely used but often fails to drive action. Leading organizations close this gap by turning MMM from a backward looking report into a forward system that guides spend decisions. They improve data quality and integration across fragmented channels, automate manual data work like media classification, and use incrementality testing to validate and calibrate model outputs. They also refresh MMM frequently, often quarterly, to keep pace with market change and shorten the path from insight to action.
Tactics include using 404 pages as lead magnets, mistakes as engagement hooks, and creating physical mail from digital content.
Instagram expands Your Algorithm from Reels to Explore so users can view and adjust AI-driven interest topics across both.
ChatGPT ad CPMs fell from $60 to $25 in nine weeks after OpenAI lowered minimum spend from $250K to $50K for the pilot.
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Content today is built around a simple design question: what would make someone want to share this with their network? Emotional specificity drives performance, with high arousal content generating 34% more shares than passive content. Discovery is also shifting, with nearly 1 in 3 consumers now starting searches on TikTok, Instagram, or YouTube instead of Google, rising to over 50% for Gen Z. Content that delivers a single clear insight and fits shrinking attention spans is more likely to circulate than sit idle.
SaaS companies are optimizing pricing pages for AI agents as well as humans. Buffer added a machine-readable /pricing.md file that structures pricing and packaging in markdown. This allows AI tools to parse pricing directly instead of scraping pages or relying on outdated data. It builds on the llms.txt movement and treats pricing as structured data. The approach enables fast comparison across tools and reduces ambiguity in pricing pages.
StrategyBreakdowns.com was built on beehiiv using 3 core tactics. First, design a unique brand using full control over email and website design, custom code, and a native site builder. Second, use segmented onboarding with lead magnets and automated email sequences that adapt to reader intent. Third, grow and monetize through cross newsletter recommendations, paid Boosts, and analytics that optimize acquisition and sponsorship performance in one system.
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This event, on April 24, will explain how Reddit ads are evolving in the AI search era and how they influence both direct conversions and long term visibility. It focuses on how Reddit ad formats drive bottom of funnel performance while also shaping what AI systems surface about brands during the buyer journey. The session introduces the Reddit Ads Flywheel, where ad spend not only converts current buyers but also builds ongoing reputation and visibility over time.
LinkedIn has shifted distribution from company pages to employees, making personal profiles the main driver of B2B reach. Its 360Brew algorithm prioritizes semantic signals of expertise over engagement, favoring content that shows real professional insight. Only about 3% of employees post, but they generate roughly 30% of brand engagement. This aligns with buyer behavior, where 64% of hidden decision makers prefer thought leadership content over marketing materials, and with LinkedIn becoming a major source for AI search systems.
A top ranking page can have hundreds of links but only a few high quality ones. Strong campaigns often send 20-50% fewer pitches while still earning 3-10 pieces of coverage. It relies on targeted outreach, clear story driven pitches, and timely ideas tied to news or trends, since journalists prioritize relevance over link requests. Results typically appear within 3-6 months, with faster impact from high authority coverage and improved indexing. Pricing is shifting toward retainers and data driven work. Metrics should expand beyond backlinks to include nofollow links and mentions, as about 75% of clients now value AI visibility.
Most content programs stall around the 18-month mark. 22% of B2B marketers rate their content marketing as very or extremely successful, while 42% cite a lack of clear goals as the root cause of underperformance. The difference between programs that fade and those that endure comes down to culture, built on a documented editorial mission, cross-functional ownership across product and sales teams, and sustainable workflows that prevent burnout.
Meaningful refreshes include updating the page title, adding a new substantive section, or changing link attributes.
Focus on one customer, stay consistent, fix funnel bottlenecks, and repeat core actions fast.
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Pew Research finds that roughly 9 in 10 teens use TikTok, Instagram, and Snapchat for entertainment. Snapchat is the most messaging-heavy platform, with 57% of users messaging daily and about 30% posting daily. TikTok leads for product discovery, with about 60% of users saying they use it for product reviews. About 40% use TikTok or Instagram for news, compared with about a quarter on Snapchat. About 40% of TikTok users say it harms sleep, and about 30% say it hurts productivity. Snapchat stands out for relationships, with 44% of users saying it improves friendships. Overall, about 70% of teens across platforms report positive experiences.
Hiring for entry level jobs is down 6% YoY and fewer openings as AI replaces many junior tasks. At the same time, demand is growing in AI, business, and revenue roles. ‘Marketing Coordinator' ranks as the second fastest growing job title for new grads. Tech, finance, construction, and real estate are leading hiring. Cities like San Francisco, Seattle, and Austin remain key hubs. Career paths are shifting, with over half of Gen Z pursuing freelance or contract work and 68% considering starting a business.
Brand inconsistency across platforms confuses LLMs and weakens how a company is represented in AI-generated recommendations. Many companies have 8 to 12 profiles that describe the product differently, which creates conflicting signals about what it does. To fix this, first use your homepage headline and services as the single source of truth. Then, list every third-party profile, such as LinkedIn, G2, and social bios. Finally, use automation tools like Claude to update all profiles on a quarterly cadence so they match the same positioning.
Dutch increased conversion rates by 50% by focusing on high intent bottom-of-funnel SEO content and improving visibility in AI-driven search. It raised its LLM mention rate from 57.9% to 82.5% and improved AI search presence from 23.8% to 45.5% in two months. About 20% to 50% of traditional search traffic is at risk as roughly half of users now engage with AI-driven search. The strategy combined content expansion, technical SEO fixes, and off site efforts like backlinks and third party placements. These changes drove higher quality organic traffic and helped it compete more effectively against larger competitors.
A prioritization framework called THRICE extends the familiar ICE scoring model by adding Time, Headcount, and Reach alongside Impact, Confidence, and Effort. The additions address common SEO failures where teams burn political capital on initiatives that take too long, cost too much, or reach too few people. Each dimension is scored on a 1-10 scale, and the totals make trade-offs visible. A homepage title tag change might score 60/60 while a full site translation scores 26/60, making the case for sequencing without subjective debate. The framework also builds trust with engineering teams by openly accounting for their workload before making requests.
Google will automatically upgrade Dynamic Search Ads and campaign-level broad match to AI Max starting in September, with early migration tools available now. AI Max is not a new campaign type but a suite of features within Search campaigns that combines dynamic site matching with broader AI-driven query matching, text optimization, and landing page selection. Advertisers who used DSA as a catch-all discovery layer will need to shift toward more deliberate campaign structures since AI Max rewards clean site architecture and strong landing pages over manual keyword builds.
This webinar takes place today at 9 AM PT. Leaders from Optimizely, CompTIA, and 3Play Media break down their tools and team structures. They will share how they train teams and build AI fluency. Attendees will learn how to integrate AI, whether they are just starting or scaling.
AI agents now act as buyers, and product pages must be optimized for them to increase selection rates. New research from Yale and Columbia finds that small changes in wording can drive large gains. The study found that renaming a product to match intent increased selection by 80.4 percentage points for GPT-5.1, 52 points for Gemini 2.5 Flash, and 41 points for Claude Opus 4.5. Agents favor strong keywords, higher ratings, more reviews, and positive badges, while “Sponsored” labels reduce selection. Better models make fewer mistakes, as failure rates dropped from 63.7% to 4.3% for Claude and from 25.8% to 1% for GPT across versions.
Influencer marketing leads at Duolingo and Crocs shared lessons from running major creator campaigns. A Duolingo partnership that started as a cold DM two years before activation generated millions of views during Miami Music Week, illustrating how patience and relationship-building produce results that transactional approaches cannot. Both marketers stressed that open briefs consistently outperform scripted ones because creators build audiences through their own voice, not brand talking points. A Crocs dark romance parody driven by a team member's genuine passion for BookTok earned 14 million organic views and eventually led to a legitimate Twilight franchise collaboration.
An Austin-based window cleaning franchise has turned a commoditized home services business into a lifestyle brand through bold retro branding, a distinctive color identity, and uniforms that double as sellable merchandise. The company operates over 100 franchise locations and positions its marketing infrastructure as a core selling point for franchisees, providing SEO, campaigns, and creative assets as part of the package. Branded vans parked at data-selected high-traffic locations replaced traditional billboard spending while building rapid local awareness.
How to repurpose content with new angles on the same topic.
Rising memory costs driven by AI demand are pushing smartphone prices up by 40% to 50% and forcing major brands to cut output and rethink products.
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OpenAI aims to reach $100 billion in ad revenue within five years despite still being in early testing. Its strategy relies on two pillars: rapid growth of ChatGPT and strong purchase intent from its users that can drive higher conversion rates. It already has over 900 million weekly users and projects 2.75 billion by 2030, which would be on par with Facebook or Instagram, and ahead of TikTok. In the first six weeks of testing, more than 600 advertisers ran campaigns on the chatbot and generated over $8 million in monthly revenue. The company expects growth to $2.6 billion this year and over $100 billion by 2030 while it builds ad tools and proves it can monetize its audience.
A survey by Gartner found that 81% of consumers in the US try to tune out ads and 52% actively block them through ad-free subscriptions, VPNs, or ad blockers. The backlash is strongest among younger audiences, with 24% of Gen Z saying retargeted ads negatively impact their perception of the advertised brand compared to 18% of Millennials and 16% of older cohorts. Sponsored content and non-intrusive formats generate significantly less negative sentiment than pop-ups or unskippable placements.
Identify your highest-paying and longest-retained customers using Stripe data, then use Claude to surface shared traits and define your “golden segment”. Build a positioning framework and rewrite your messaging around what that segment actually cares about. Audit all marketing assets to align with the new positioning. Create a single ICP document that defines who to target and who to avoid. Apply it across all channels so only high-quality leads are qualified and passed to sales.
Check whether your Webflow staging domain is indexed using a site search query in Google. If it is, add the domain to Google Search Console and submit a removal request for temporary deindexing. For a long term fix, add a meta robots noindex tag to pages using custom code or Tag Manager. Then turn off Webflow's SEO setting that claims to disable indexing but actually blocks crawling instead.
Reddit is quietly distorting PPC signal quality by intercepting high-intent searches before buyers ever reach an advertiser's page. A study of 8,566 B2B SaaS keywords found Reddit beats every vendor organically 67.3% of the time on terms with $50+ CPCs. When buyers spend days researching on Reddit before clicking an ad, Smart Bidding sees the cost without the conversion and pulls back on the exact terms producing the most qualified leads. Offline conversion tracking is the primary fix, with Google's own data showing a median 10% lift in conversions for advertisers who import downstream outcomes using first-party data alongside click IDs.
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Google is adding a new Chrome feature called Skills that lets users save and reuse AI prompts through Gemini across any web page. Instead of rewriting prompts, users can trigger saved workflows with a click or shortcut. This makes tasks like summarizing content, comparing products, or modifying recipes faster and repeatable. Google is also launching a library of prebuilt Skills that users can customize.
Addy Osmani, a Software Engineer at Google, explains what Agentic Engine Optimization (AEO) is and how it applies to product documentation sites. AI coding agents already read documentation but leave almost no analytics trace, often spending only about 400 milliseconds on a page while bypassing traditional engagement metrics. A single page can often exceed an agent's token capacity (100K to 200K), which will force truncation or hallucination. Effective AEO requires making docs discoverable, machine-readable, and token-efficient through tools like llms.txt, skill.md, and proper robots.txt access. Brands that adapt early will improve agent success rates and visibility, while those that do not risk silent failures.
You can use Regex commands with search operators in Google Search. This is a simple but powerful method for targeted competitor and SERP-based research. This could be used to identify indexing issues on your site, competitor content spread across multiple directories, and more.
Traditional lead magnets are losing impact in an AI-driven, zero-click world. Email list growth now comes from offering real and ongoing value that solves specific audience needs. Use both designed and plain text emails, since design builds engagement while plain text works best for personal messages. Encouraging replies improves deliverability and builds relationships while uncovering useful insights.
Your brand is shaped less by what you publish and more by the “public record” across AI outputs, reviews, and third-party content, often before users reach your site. In a zero-click world, decisions are driven by these aggregated signals. These can surface outdated or weak claims if left unchecked. To stay influential, audit how you appear across search and AI, identify which narratives dominate, and publish credible information that is easy to surface and cite.
Most B2B teams waste good content by not reusing, distributing, or aligning it across the business.
Moving in-house sharpens creative decisions by providing greater context and deepens accountability because teams live with the results of their work.