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LEVELING UP THE HELPFULNESS OF ONLINE REVIEWS

An analysis of 26.8 million Steam reviews found positive reviews follow a U-shaped credibility curve.

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HALF OF US SHOPPERS VERIFY AI RECOMMENDATIONS ON REDDIT BEFORE THEY BUY

AI recommendations accelerate the start of a purchase decision but don't remove the uncertainty around it, so shoppers are increasingly turning to Reddit. Half of US shoppers and more than 1 in 3 in the UK say they verify AI recommendations there, trusting the platform's community more than they trust friends or family to check AI's suggestions. Reading real, honest experiences on Reddit is now about twice as likely to be the deciding factor in a purchase as reviews from professional critics or influencers. More than 1 in 5 shoppers now type Reddit directly into their search queries to find that human perspective.

ANTHROPIC'S CLAUDE WILL ADD WATERMARKS TO AI-GENERATED TEXT AND FILES

Anthropic is adding invisible watermarks to Claude-generated text and files, including images, to comply with EU transparency rules and help identify AI-generated content. The markers are designed to survive copying and editing, while images will include provenance metadata that can reveal tampering. The system has limits, since heavy editing, paraphrasing, translation, or screenshots can remove or prevent watermarks.

WIN REPORT: LESS FUNNEL, 26% MORE REVENUE

A/B testing can unlock larger revenue gains by removing choices that steer customers toward lower lifetime value outcomes. In this case, sending paid traffic directly to in-person booking increased revenue 26%, even though online subscriptions declined. Research showed that in-person customers converted better, stayed longer, and produced higher LTV, making the higher value path more important than maximizing initial conversion volume. The test shows that CRO can require removing a successful funnel stage rather than making incremental improvements to it.

B2B GROWTH DOESN'T END AT CLOSED-WON

Closed-won only grants access to a solution, not evidence that it's working, and B2B growth increasingly depends on generating that evidence fast. The strongest post-sale strategies identify the first meaningful outcome during the sales process itself and carry it directly into implementation, since confidence built in the first 30, 60, and 90 days shapes both renewal and expansion later. AWS' newer partner program illustrates the shift at a bigger-company scale, tying partner funding to documented customer outcomes rather than to the initial deal alone.

opportunities.

HOW TO TRACK IFRAME FORMS WITH META PIXEL

If your forms are embedded via iFrame (Typeform, JotForm, Calendly, etc.), standard Meta tracking won't work due to cross-origin restrictions. There are 3 workarounds to make tracking possible: PostMessage listeners, direct pixel tracking, or custom conversion events.

OBSIDIAN WEB CLIPPER

Obsidian Web Clipper lets users save web pages, highlights, images, and metadata directly to an Obsidian vault. Templates can automatically format and organize content from different websites, including articles, recipes, research papers, and references. Clips are stored locally as Markdown files, keeping the content private and portable.

HOW CLOUDFLARE IS MAKING AI PAY FOR CONTENT

Cloudflare is turning the reverse proxy position it holds in front of a large share of the web into a payment counter for AI traffic. Its Pay Per Crawl tool lets a site block, allow, or charge a flat fee per crawl, but more than half of crawls from well-behaved bots just re-fetch pages that haven't changed, so payment is shifting from the crawl to the use. Web Bot Auth verifies a caller's identity with cryptographic signatures, and x402 settles payment through the HTTP 402 status code before the origin ever responds.

HOW TECHNOLOGY EXPANDS ONE PERSON'S CAPACITY

AI and automation can increase marketing output, but they can also weaken judgment when they remove the work that helps spot mistakes. Automate tasks when there's a clear standard for evaluating the output. Keep human oversight for decisions that require context, such as customer segmentation and positioning. For each automated task, define how a bad output will be caught before it reaches customers, then turn that check into a repeatable process.

WHY INDEED'S CMO STEERED ITS MARKETING STRATEGY TOWARDS BRAND BUILDING

Humor stopped working in job-search advertising once AI made the application process feel dehumanizing on both sides, with job seekers sending hundreds of applications into an AI-sorted void and employers turning to AI screening tools they know strip out the personal connection hiring still depends on. Indeed's response leans into empathy instead, building campaigns around the idea that most of the world's jobs - healthcare, education, retail, hospitality, and construction - are still fundamentally human jobs. The same logic reshaped who the company markets to, expanding from active job seekers toward passive and future ones reached through cultural relevance rather than search intent.

SOCIAL SHOW FLOW

The Social Show Flow is the idea that serialized, single-topic content builds familiarity and trust, driving viewers to return across multiple videos.

TECH INDUSTRY IS BUZZING AFTER A CLAUDE AGENT HACKED INTO A GYM

The incident adds to growing evidence that AI models can bypass security safeguards and find vulnerabilities without being explicitly told how.

SPOTIFY WILL LABEL ‘AI PERSONA' PROFILES AND EXCLUDE THEIR MUSIC FROM RECOMMENDATIONS

Starting in September, AI-generated artist profiles will carry an AI Persona badge and lose access to Spotify's editorial and algorithmic recommendations by default.

opportunities.

GEN Z SPORTS FANDOM + THE MEGA-MOMENT

Gen Z sports fandom is shaped by culture and content, not just competition. 49% have discovered a new sport or athlete through fan-created content or off-field moments. Viral videos were the top trigger at 25%, followed by movies and TV at 23%. Fandom is also fragmented, with 48% falling into a “New Bandwagon” group that follows athletes or social content without being die-hard fans. Meanwhile, 92% of Gen Z sports fans use their phones while watching games, underscoring the importance of content beyond the live competition.

THE RISK OF MONETIZING TRUST: WHAT AI ADVERTISING COULD GET WRONG

Every ad platform eventually monetizes the attention it gathers, but conversational AI is different because it runs on trust rather than discovery. A recommendation delivered inside an ongoing, personal dialogue reads as advice rather than an ad, so a paid placement blended into that dialogue risks eroding the confidence that makes the format work. Credibility built through expertise and strong reviews may end up mattering more than paid placement once that tension surfaces. AI advertising becomes valuable or corrosive depending on how thoughtfully the industry handles that distinction.

HOW TO TURN FIRST PURCHASES INTO REPEAT ORDERS

For replenishable brands, build the post-purchase journey around repeat purchase timing. Use days 1-14 to reinforce product usage, set expectations, and help customers build habits. Use days 14-21 for check-ins, results guidance, and social proof. Trigger replenishment reminders around the product's actual usage cycle with one-click reordering or subscription offers. If customers still haven't reordered after 30 days, escalate with incentives or stronger social proof.

YOU SHOULD BE RUNNING CONTENT EXPERIMENTS

Use TikTok to test content variables before scaling them, since duplicate posts can be tested with different text hooks, verbal openings, or higher posting volume. Use Instagram Trial Reels to test multiple versions of an idea with non-followers, then move the best performer to the main feed. For bigger content ideas, micro-test the concept on Stories, Notes, or similar low-lift channels before investing in production. Track each variable against the brand's own performance baseline to identify repeatable winners.

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THE A/B TESTING FRAMEWORK WE USE FOR ECOMMERCE

A strong ecommerce A/B testing program should build cumulative customer knowledge instead of treating each test as an isolated win or loss. The framework recommends tagging tests across eight purposes, such as Brand, Product Detail, Price & Value, and Usability, then using results to decide which areas deserve more testing. Replace predictions with questions to reduce bias and produce more useful learning from each test. Track funnel metrics, segment results, and define a specific follow-up test so each experiment informs the next one.

EVOLVE YOUR MARKETING WITH NEW AI TOOLS

Google is adding AI agents across Google Ads and Google Analytics to help spot performance changes, interpret data, and act faster. New AI Overviews summarize important account updates, while personalized insight cards surface trends such as changes in demand and competitor impact. New text-prompted dashboards turn raw campaign data into visual reports and explain the reasons behind performance, and include benchmarking against anonymized averages from similar businesses.

NEW OPPORTUNITIES TO EARN AND CHANGES TO THE YOUTUBE PARTNER PROGRAM

YouTube's raising the bar for creators to enter its monetization program starting February 1. It will require 8,000 watch hours or 20M Shorts views, up from the current thresholds. Existing Partner Program members won't be affected, but Shorts creators must maintain 10M views every 90 days to keep earning from the Shorts Creators Pool. YouTube is also expanding Premium Lite globally, giving creators another source of subscription revenue.

OWNED MEDIA IS NOT A NEWSLETTER. IT'S AN OPERATING STRATEGY

Owned media is more than launching a newsletter. It requires a clear editorial focus, original content, distribution across multiple channels, and measurement tied to audience quality. Newsletters can serve as a direct audience channel, but they're only one part of a broader system designed to build an audience around content the brand controls.

HOW TO FIGHT CLICKBAIT: META, LINKEDIN, & YOUTUBE CASE STUDIES

Feed ranking is quietly moving from rewarding what gets clicked to rewarding what a post is actually about, and the three largest platforms landed on three different architectures for it. LinkedIn replaced five separate retrieval systems with a single language-model dual encoder that serves its whole feed through nearest-neighbor search. Meta went the other way on Instagram, keeping over a thousand specialized models in a staged funnel so engagement, diversity, and integrity stay independently tunable. YouTube's PLUM system skips a search index entirely, generating a video's identifier straight from a language model.

AI-WRITTEN REVIEWS ARE MORE EXTREME

AI does not just make reviews easier to write - it changes what they say. A comparison of 117,816 hotel reviews written with and without ChatGPT access during a four-week ban in Italy in April 2023 showed a 2% rise in review volume and a 9% rise in length once AI was available, alongside a clear shift in tone. Extremely negative reviews written with AI grew harsher and more subjective rather than factual, since AI reframes ordinary complaints into stronger language than the experience itself warranted.

MICROSOFT CLARITY SHOWS YOU EXACT FAN-OUT QUERIES

Microsoft Clarity's AI Visibility report shows the fan-out queries that Copilot is using to search for your site.

DOES YOUR WEBSITE STILL MATTER? (5 MINUTE VIDEO)

Your website is still a consistent home base for your content.

A 67% MAJORITY OF CREATORS EARN LESS THAN $10,000 PER YEAR

Earnings track follower count and view totals more closely than engagement rate, contradicting a year of industry advice that engagement matters more than audience size.

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BRANDS ARE ALL IN ON CREATORS. MEANWHILE IN REALITY, THE ECONOMICS CRASH

US brand spend on influencer marketing keeps climbing, but the industry's own numbers are questionable. Its $5.78 return per $1 spent is earned media value, not real revenue, based on estimated impressions and rate cards. A third of followers on the average creator account show signs of being fake or purchased, while more than half of creators earn under $15,000 a year. As brands shift toward nano-creators, Americans are also posting less than they did five years ago. What's left is a reach channel, not the trust economy it promised.

SPOTIFY'S NEW ‘SKIP' BUTTON COULD END THE PODCAST BUSINESS AS WE KNOW IT

Spotify is testing a feature that lets some Premium users skip podcast ads, promotions, and filler, raising concerns among publishers that rely on direct-sold ads. The move could weaken podcast ad revenue as audiences increasingly shift toward YouTube and video. Spotify says the feature could keep listeners engaged longer, but publishers worry that easier ad skipping could make their inventory less valuable.

CLAY'S “AI WRITING POLICY”

Clay's new AI writing policy requires employees to fully own AI-assisted writing, treating writing as a way to develop understanding rather than bypass thinking. It also discourages generating long documents from short prompts, asking writers to respect readers' time and cut unnecessary AI-generated filler.

EMOTION-LED ADS CUT COSTS 30%

A hop-infused tea brand initially focused its ads on being non-alcoholic, but customer research showed that belonging mattered more. It reframed the messaging around keeping the taste and social experience of beer without alcohol, lowering acquisition costs by 30% in two weeks. The approach also challenges excessive personalization, which can raise ad costs by narrowing audiences around individual profiles instead of broader emotional motivations.

HOW TO GROW YOUR AI VISIBILITY WITH COMMUNITY SIGNALS

Community platforms act as a foundation for AI visibility across the funnel. Reddit, Wikipedia, and LinkedIn account for 99% of UGC citations in SaaS-related ChatGPT answers, while UGC sites hold 15-18% of non-vendor cited domains throughout the journey, more than 4X publishers' 4% share. Named authors and reps also tend to outperform brand accounts because communities treat people as participants rather than advertisers.

CREATORS AREN'T JUST MAKING CONTENT ANYMORE (WEBINAR)

On August 27, ADWEEK CEO Will Lee will moderate a conversation with Jayde I. Powell, Founder & Head of Creative at The Em Dash Co., about how creators are evolving beyond content into businesses. The session will explore community as a brand strategy and how creators are building products and owned distribution.

HOW TO RUN CHATGPT ADS: A STEP-BY-STEP GUIDE FROM EARLY CAMPAIGNS

ChatGPT Ads are still early, so advertisers need to approach them as a testing ground. Start by confirming eligibility and setting up your account, then build campaigns and use context hints to reach relevant conversations instead of relying on keywords. Create your ads and install conversion tracking before launch. Once live, focus on testing creative and campaign structure since reporting offers limited insight into which conversations drive performance.

MRBEAST HIRED A HEAD OF TIKTOK. THE STRATEGY IS ALREADY PRODUCING RECORDS

Platform-specific creative teams could become the next stage of social strategy. MrBeast created a dedicated TikTok team led by a Head of TikTok and specialized creative talent to develop content for the platform. One of its first successes was a simple dance video that became TikTok's most reposted video ever. The result shows how content built for a specific platform can outperform content adapted from other channels, even with simpler production.

HOW TO CREATE VIRAL ADS FT. HARMON BROTHERS

Harmon Brothers makes viral ads by building every creative decision around the sale. It starts by deeply understanding the product, then turns awkward or unsexy problems into entertaining stories that explain the product and reduce purchase friction. Its ads hook viewers within the first 5 seconds and test multiple variations before scaling spend. Longer 3-6 minute videos help build purchase intent.

HOW THREE PRODUCT MARKETING LEADERS SET UP THEIR AI WORKFLOWS

AI workflows work best when they're built around how a company actually works, not copied from generic Skills or prompts. Three PMM leaders use connectors, reusable Skills, and company context in different ways. Mara Taylor uses AI to cut context switching, Natalie Marcotullio systematizes recurring marketing work, and Mike Hetrick builds guardrails for quality. Start with a repeatable task, test it on real work, add human checks, then refine it.

HOW TO GET HIGH INTENT GOOGLE AD CLICKS

Use disqualifying ad copy to filter out low-intent clicks.

GOOGLE'S CLASSIC SEARCH BUTTON IS GONE IN A NEW AI-FIRST HOMEPAGE

Google is testing a more AI-focused version of its homepage for people who aren't signed into a Google Account.

ALGORITHMIC CAPITAL AND THE INEVITABLE RISE OF THE CHIEF CREATOR OFFICER

Brands are now hiring creators into executive roles as social platforms make earned attention harder to buy. Blenders Eyewear named creator Jordan Howlett its first Chief Content Officer, while Edelman appointed a Global Chief Creator Officer. Brands are bringing creator expertise in-house rather than relying solely on campaign partnerships. These roles reflect growing demand for people who understand how to build trust and engagement in algorithm-driven feeds. Creator marketing is now a more embedded part of brand strategy.

MOVING BACK HOME AFTER COLLEGE? ALL YOUR FRIENDS ARE DOING IT

More young college graduates are moving back home as entry-level job prospects weaken and housing costs remain high. More than 25% of college graduates ages 23-27 lived with their parents last year, up from about 18% in 2001. Recent graduate unemployment reached 5.7% in Q2, compared with a much slower rise in overall unemployment. The trend is also becoming more socially accepted as more young adults use living at home to reduce expenses and take more time to find the right job.