SaaS churn is heavily front-loaded, with the biggest drop-off often happening during signup and initial product use before retention stabilizes. Track retention by signup cohort rather than total user churn to identify where new users leave and prioritize fixes with the greatest downstream impact. In one example, reducing signup-to-first-project churn could generate 164 additional paywall views compared with 59 from fixing the paywall step itself. Improve early experiences by helping users reach value milestones quickly, since every user lost early reduces the pool available for later conversions and referrals.
Substack is expanding its sponsorship program with 3 formats that let brands fund free paid subscriptions, unlock paywalled posts, or curate themed collections from established writers. These partnerships help publishers reach new readers while generating revenue and creating opportunities to convert free readers into paying subscribers. Substack is also partnering with Kantar to measure campaign impact on brand awareness and consideration beyond impressions and clicks.
Claude's citations closely match query format. Best-X questions pulled listicles 90% of the time. A-vs-B questions pulled comparison pages 87% of the time, while how-to questions pulled guides 85% of the time. Create content for each buyer query type and publish competitor comparison pages to avoid losing visibility to competitors. Sonnet and Haiku often cited different URLs for the same questions, so check both models to assess Claude visibility.
Study how customers use existing products to uncover winning product ideas rather than chasing trends or competitor launches. Zouk created its bestselling office bag after noticing working women needed one bag for laptops and personal items. Observe customers in real-world settings and identify workarounds that reveal unmet needs. Turn recurring complaints into product briefs and call customers to understand their frustrations. Solve functional problems first, then layer in design and cultural relevance.
Conduct a brand audit before rebranding to identify the real problem. Compare internal strategy with customer feedback to determine whether the issue requires clearer messaging or a new identity. Review public touchpoints to find gaps between the intended brand and customer perception. Match each finding to the right fix rather than defaulting to a full redesign. Preserve existing brand equity and ensure the customer experience supports the brand promise.
Use the HUMAN framework to decide which tasks belong to AI versus people.
12 tips for generating B2B leads through buyer-focused content, tailored lead magnets, and email nurturing.
Analysis of 137,000 r/ChatGPT posts shows how users' experiences and expectations changed as ChatGPT became part of everyday life. Posts about therapy and companionship increased after the release of GPT-4o in May 2024 and reached about 10% of subreddit posts, while discussion of prompting declined as users became more familiar with AI. The researchers' real-time monitoring system could have detected the rise in emotional engagement by October 2024, months before broader discussion of sycophancy and AI psychosis. The findings suggest that Reddit can reveal emerging patterns in AI use and potential societal impacts that may not appear in traditional usage data.
Cuteness triggers the brain's pleasure centers before conscious thought, which makes people want to keep cute things close and more willing to forgive their mistakes. That makes big-eyed mascots a useful wrapper for AI agents that still hallucinate and need mass adoption. The same move made the early internet feel less intimidating in the late 1990s, then faded once the technology became routine. However, a look shared by every major AI company stops identifying any one of them and can become shorthand for what people distrust about the industry.
Reddit is more valuable as a mid-funnel research channel than an AEO play because developers use it to compare tools and real-world experiences before buying. Treat it like earned media by joining existing conversations without pitching. Build credibility for about 3 months before approaching moderators about AMAs or sponsored events. Focus posts on problems and lessons rather than products. Brand accounts can work when they consistently teach. Measure impact through customer interviews since Reddit influence rarely appears in analytics.
Instead of waiting weeks for overloaded web teams to build campaign pages, build lean landing pages in Claude Code and get them into market quickly. Start with a clear conversion problem, then write a 7-line brief and give AI a reusable context file covering brand voice, product details, customer language, and design rules. Ship at 70-80% polish while validating high-risk copy. Have stakeholders review a live preview, then hand off the approved page as a launch-ready bundle. If it performs, the web team rebuilds it properly.
Zero-click search has made five common content habits counterproductive. Building pages around keywords misses how people now query, since the average ChatGPT prompt runs 23 words. Grading content on traffic ignores that the top-ranked page loses 58% of its CTR under an AI Overview. Publishing more matters less than maintaining what exists, as 75% of AI-cited pages were updated in the past year. The last two are relying on owned channels, when 85% of AI brand mentions come from third parties, and publishing generic guides with no original data.
Phi Pham and Carlos Govantes will break down a real customer journey to identify friction and gaps across channels. You'll then map part of your own journey, such as signup to purchase or trial to paid. The workshop provides frameworks, prompts, tools, and live feedback to identify what to improve next.
Google shared new internal data on how long crawling, indexing, and serving processes typically take. New URLs take about 20 hours to be discovered while known URLs take about 30 days to refresh. End-to-end indexing takes about 1.5 hours when processes run normally but can stretch to months or never. Title and snippet updates typically take 1-2 days, while site moves take 1-3 months. Core update recovery can take 3-6 months. Delays can stack because each process depends on the ones before it.
Campaign drift happens when the messages a business sends shift away from what was approved. This system for SMS and RCS converts each message into an embedding and matches it against clusters of previously judged traffic. Unmatched messages are grouped into new clusters, and an LLM issues one verdict per cluster against the approved campaign details rather than per message. Human reviewers confirm or override each flag before a sender is notified, restricted, or blocked.
MMM becomes more reliable when media budgets are deliberately phased, so channels move independently and spend reaches different levels. Build variation into the media plan by using tactics like weekly budget changes, dark periods, and peak spend periods instead of relying on model changes to solve weak data. In the simulation, the combined approach cut variance by 70% and bias by 47% while keeping each channel's annual budget unchanged. The tradeoff was a 3.42% loss in channel-driven revenue, so use lighter phasing when that cost is too high.
Common sources of mobile friction that are missed by operators who only access the site on desktop.
Check Amazon's “About You” profile to see what the company has inferred about you.
Spotify is expanding audiobook access from 22 to 180+ markets by the end of 2026.
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If your website isn't structured to be read, ranked, and cited, you're not in the conversation. Your prompt tracker gives you a number. Your content tool gives you another draft. You're still stuck figuring out what buyers ask, where competitors beat you, and what to publish next.
GROWTHX [6] connects all three in a question map. See the questions that matter, where you show up in AI answers, and which pages to create or refresh to win them.
STOP COLLECTING SCORES. START BECOMING THE ANSWER.
TikTok announced Shopping Assistant and Buy Direct at Advertising Week NYC on October 5, both now in eligibility-based testing in the US. Shopping Assistant is a conversational agent that handles product details, sizing, and availability, then hands the purchase to the in-app browser. Buy Direct is a one-click checkout inside the For You feed using stored payment and address details. Both run on Google's Universal Commerce Protocol, and the brand remains the merchant of record.
AI search is reducing the traffic publishers receive from traditional search while AI referrals remain too small to make up the difference. One study found AI Overviews reduced outbound organic clicks by 39.8%. Pew found traditional-result clicks fell from 15% to 8% when an AI summary appeared. Meanwhile, ChatGPT generated just 0.02% of publisher referrals compared with 7.3% from Google Search.
Google now shows AI Overviews for roughly 80% of branded searches. Keep brand messaging consistent across owned channels so AI systems get clear context, then create content to fill gaps where third-party sources currently shape answers. Monitor competitor content and review sites because negative claims can influence AI-generated brand answers. An accurate AI instructions page can also provide a direct source for brand information and become a frequently cited page in AI Overviews and AI Mode.
The best mix of remote and in-person sales meetings depends on product complexity. Using the right mix can improve sales performance by up to 27.3%. For simple products, about 37.9% of meetings held in person produced the best results, while complex products performed worse when sales teams relied only on remote meetings. In-person meetings help build trust and uncover customer needs, which matters more when products require more customization or evaluation. Sales teams should use more in-person meetings early in complex sales relationships, then reduce them as they learn the customer's needs, while still accommodating customers who prefer remote meetings.
Existing content can be optimized for ChatGPT without publishing new posts. Lead with the answer before adding context so key claims are easier to extract. Use clear statements instead of hedging. Mention relevant brands and competitors to provide useful context. Turn headings into specific questions that mirror user queries. Refresh old posts with new data, screenshots, and sections rather than simply changing the publication date.
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Wistia's 6th annual 2026 State of Video Report [13] is here! Find out what 13 million video and 1,000 video marketers reveal about budgets, performance, and the impact of AI. Also - get benchmarks that can help you answer the age-old question: is this video actually
SEO Audit Console is an open-source MCP server that runs a technical SEO audit inside Claude by joining Search Console history with a live site crawl. It runs 99 checks and ranks findings by the clicks a fix could recover rather than by severity. It also writes paste-ready fixes such as 301 rules, JSON-LD, and internal links. The core audit needs only a Search Console service account and stores data locally.
An experiment plan should prevent costly errors, not serve as a ceremony. Start with an evidence-based hypothesis and one primary metric, then size the test around the smallest change worth shipping. Count only users who reached the change, since including everyone assigned dilutes the effect. Before launch, agree on stopping thresholds and on what happens under each outcome, so that early peeks don't drive the decision. After launch, confirm the traffic split holds.
Follower count is becoming a poor measure of creator value as platforms increasingly serve content based on interests rather than follows. Adam Harris, co-founder of creator platform Gaggl, says 70% of video views now come from non-followers. Gaggl's campaign data also shows micro-creators generate 5X more engagement than larger creators. Larger creators remain useful for awareness while smaller creators drive deeper engagement. Harris recommends starting with small creator tests before scaling based on results.
AI labs are watermarking generated content by subtly changing word choices during generation. These tiny changes accumulate across longer outputs and can survive copy-paste and light edits. The bigger concern is AEO because labs may filter AI-generated content from training data to avoid model degradation. Teams should monitor branded and non-branded AI prompts to separate retrieved from trained-in visibility. Audit how much content is fully AI-generated and prioritize human rewriting for content that needs to influence future model knowledge.
Operator-creators run a flywheel where the day job makes the content credible and the audience becomes a distribution channel for the employer. Elena Verna keeps it working by disclosing everything to her employer, audience, and sponsors, ideally before the first day of work. She also sets boundaries up front, keeping the audience as her own while giving Lovable work first claim on her time.
Halloween email inspo from Uber, Rest, and TUSHY.
Semrush's senior blog editor shares her editing best practices, from fact-checking to giving more feedback than you think you should.
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You don't have to guess how AI interprets your brand. Markup AI's Free Brand Profile [5] analyzes your publicly available content to articulate your voice, distinctive writing patterns, target personas, and preferred terminology.
It then hands you a standard you can use to review content wherever you're already working. If you don't like what you see, you know what to change [6].
Simply input your email and your company domain to get AI's view. No strings attached.
Brand gazettes are becoming a way for brands to extend physical events into tangible content experiences. Publications are designed specifically for an activation and give attendees something to read and keep after the event. Grey Goose used its Gazette to tell stories about the brand's French heritage while Disney recreated the fictional Runway magazine from The Devil Wears Prada 2 as a real 90-page issue. QR codes and other interactive elements can also connect print content to digital experiences.
Consumers are maintaining spending despite higher prices by finding ways to offset rising costs. Grocery prices are up 32% since 2020, yet spending on cars, clothing, and restaurants still increased in August. Some consumers are using credit or drawing from savings while others are cutting costs elsewhere. AI is also becoming a budgeting tool, with one consumer using ChatGPT to compare grocery prices and save about $100 a month.
Growth compounds when each marketing activity creates inputs for the next one. The author focuses on 3 growth loops: app installs can improve store visibility, content can inform the next post, and product usage can generate reviews and user content. The content loop is often the slowest because it requires the most manual work, yet it can have significant results. Find the slowest step in each loop and remove unnecessary manual handoffs so each cycle happens faster.
A 3-person team built its own scheduling tool in 20 mins after its AI agent identified a limitation with Calendly. The custom booker connects scheduling to Salesforce and prospect data, showing each prospect a personalized prospectus and routing them to the right salesperson based on account ownership. The team could have integrated Calendly, but the agent determined that most of the custom logic would still need to be built. The default remains buying software, with custom builds reserved for narrow workflows where proprietary data creates an advantage.
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Turn your website from pages people browse into conversations that convert. CRAFTERQ [12] learns from your content and gives every visitor an AI agent that answers questions, recommends next steps, and captures leads — helping turn website traffic into customers. SEE
OpenAI is testing visual ads in ChatGPT that show products and services through images during image generation. The format lets advertisers demonstrate products in use and link to more information. ChatGPT Ads are also adding conversion tracking and attribution through partners including Hightouch, Tealium, LiveRamp, AppsFlyer, and Triple Whale. Testing starts in the US later this month.
Google tends to rewrite its documentation shortly before a major update, and it has just rewritten its guidance on AI content and authorship. Publishing AI text at scale without manual review now counts as little to no effort, and invented authors with AI headshots count as deception. The GEO tactics built to win AI answers, including self-ranking listicles and paid mentions, repeat old SEO spam patterns that Google has historically shut down. Cutting or consolidating scaled content before an update is often easier than recovering after one.
AI shopping assistants need to balance choice with guidance to build purchase confidence. ChatGPT won by showing 3 soccer shoe options with a recommended pick and clear comparison. Claude offered useful product details but lacked images and purchase links. Muse made shopping more engaging with interactive questions and visuals but recommended the wrong shoes. The test suggests giving shoppers a few options plus a clear recommendation can make AI-assisted purchases easier.
Loyalty programs use loss aversion and goal gradients to make accumulated points feel like possessions worth protecting. A 100-day streak can become more motivating to preserve than the underlying habit, while being close to a reward or tier encourages extra spending. Programs also benefit from unredeemed points through breakage and collect purchase data. They can reward behaviors customers already value or drive spending and engagement mainly to avoid losing accumulated progress.
Search Google Tag Manager for old “Universal Analytics” or “UA-” tags, pause them for a week, then remove them if nothing breaks.
B2B marketing salaries range from a $119K median for early-career roles to $300K for VP and CMO roles.
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