America's 250. We're 298.

AD

Usage-Based Pricing Is Here. Is Your Finance Team Ready?

More B2B companies are moving to usage-based and hybrid pricing — and finance teams are feeling it. Revenue recognition gets messier, forecasting gets harder, and the manual work compounds fast.

Tabs and PwC teamed up to break it down. In this on-demand session, Rebecca Schwartz and Amit Dhir share how leading finance teams are handling the operational reality of dynamic pricing models — and where AI fits in.

Watch the recording for concrete examples, a practical rev rec framework, and a clear-eyed look at what it takes to scale without the overhead.

If your team is navigating this shift, this session is worth your time.

Watch the Recording

SEO + GEO

Topical authority, declared: How Search Engine Land bucked the editorial traffic decline

Cord Blomquist shows how Search Engine Land used entity schema and topic-page internal links to reverse the editorial traffic slide while peer publishers kept falling. After TopicalBoost rolled out on March 2, SEL ended May at 113% of its pre-rollout traffic baseline while two editorial peers averaged 70%, and its AI Overview citation rate rose from 1.45% to 2.98% by May 15.

My Take: This is why we automatically create entity schema markup for every single article created in Floyi. Topical authority is not only about covering a topic deeply. You also need to declare the entities, relationships, and page context clearly enough for Google and AI systems to connect the dots. Schema will not save weak content, but it can stop strong content from being treated like a pile of disconnected pages.

Google's Spam Update Now Reaches AI Answers. Enforcement Is Hard

Matt G. Southern reports that Google's June 2026 spam update now enforces a policy against attempts to manipulate generative AI responses in Search. A Cornell Tech preprint shows why that rule is hard to police: one recurring user-generated page appeared in up to 48% of related agent queries, and roughly 13 words of planted text inserted an attacker-chosen entity into 38% to 51% of reports that retrieved the page.

Making AI search smarter

Cloudflare says AI search has broken the old crawl-for-clicks bargain, and it is testing two ways to rebuild it: smarter answer-engine signals and content compensation tied to use. The company says more than 20% of the web sites behind its network, more than 50% of online traffic is non-human, more than 50% of good-bot crawl traffic re-fetches unchanged pages, and Pew data found users click a traditional Google result only 8% of the time when an AI summary appears.

Short-form Video is Showing Up in B2B Search Results and AI Answers (But Nobody’s Talking About It)

Ethan Crump says short-form video is starting to rank for B2B software queries and feed Google's AI answers. YouTube Shorts now appears across more than 1,100 "best + software" searches worldwide, ranks in the top 10 for 475 of those searches in the US, and sits at number one for three out of four of those top-ten US queries.

50 AI Statistics Digital PR and SEO Should Know (2026)

Vince Nero pulls together BuzzStream's 2026 AI citation research across ChatGPT, Google AI Mode, AI Overviews, Gemini, and related studies on AI news usage, partnerships, and crawler blocks.

• Citations are fragmented: Across 595 prompts, 76.1% of citations were unique to one platform, and only 0.8% overlapped across ChatGPT, Gemini, AI Overviews, and AI Mode.

• Prompt type changes the source mix: Informational prompts generated 23.3 citations per prompt, about 3x more than brand awareness queries, while evaluative prompts had the highest cross-platform agreement.

• Owned content still matters: About 40% of brand awareness citations came from owned content, and ChatGPT pulled 68.9% of its citations from owned content compared with 35% to 41% on Google's platforms.

• Traditional metrics do not explain everything: BuzzStream found near-zero or slightly negative correlations between AI citations and metrics like Domain Rating, Domain Authority, referring domains, page traffic, and page links.

The Downstream Impact of AI Visibility

Sam Sheridan and Adelle Kehoe share data that AI visibility is starting to show measurable downstream impact, even when referral traffic stays small and attribution models miss the journey. Based on US desktop panel data from July to December 2025 across finance, travel, and beauty, Similarweb found users were 2.5 times more likely to visit a brand within seven days after receiving an AI recommendation, while recent ChatGPT experiments with outbound links generated roughly 3x more outbound traffic for recommended brands.

Google Data Shows AI Search Users Moved Past Keywords, Your Content Hasn't

Greg Jarboe reports that Google's AI Mode users are asking longer, more contextual questions than keyword-led SEO plans were built to answer. Google says the average AI Mode query is triple the length of a traditional search query, follow-up queries have grown more than 40% per month on average, and multimodal interactions now account for more than one in six AI Mode searches.

My Take: We dig into this in Floyi's Topical Research workflow with the AI Search Gaps feature. Based off the buyer personas you generate in Floyi, it generates the questions they would ask, then analyze those questions for missing topics that should be added to the map. A keyword gap tells you what pages competitors rank for. An AI search gap tells you what a buyer still needs answered before they trust the recommendation.

AI

How well do AI agents understand top software products? An in depth benchmark analysis

David Kaufman and Siteline ran Claude agent simulations across 100 B2B software products and found wide gaps in how agents retrieve pricing and feature data. The median run took 31.7 seconds, cost $0.236, and used 73,230 tokens, while the least efficient 10% cost 4.2x more than the most efficient 10%. Access failures pushed agents toward weaker sources: 30% of runs had at least one error, and runs with access errors pulled 58% of content from third-party sources compared with 12% when the company site worked cleanly.

How 27 Companies Use AI to Grow Traffic & Revenue

Glen Allsopp shows how 27 companies are using AI for measurable gains across search, personalization, product UX, content operations, and sales support. The examples are practical: Opendoor replaced a $500K lifecycle email system with one Claude skill, CarGurus' AI search users spend 4.4x more time on site, Financial Times saw personalized paywalls lift conversions by 36% and later 290%, and Shopify users created 12,000 apps with Sidekick in Q1 2026.

My Take: This is the best type of AI coverage because it moves past "which model is better" and gets into where the workflow touches revenue. Most companies do not need a giant AI strategy. They need one boring, high-value process where better ranking, routing, personalization, or research changes the numbers.

Meta quietly launches vibe-coded gaming app Pocket

Sarah Perez reports that Meta quietly launched Pocket, an experimental app that lets users create and share interactive mini games and apps from text prompts. The app follows Meta's acquisition of the Gizmo team, includes a scrollable discovery feed, and arrived on the App Store and Google Play on June 29, while Gizmo had already reached 635,000 lifetime installs with 98% positive sentiment, according to Appfigures.

More details on Fable 5’s cyber safeguards and our jailbreak framework

Anthropic says Claude Fable 5 has been re-deployed globally and used the update to share more detail on its cyber safeguards and proposed jailbreak severity framework. The company breaks cyber requests into prohibited use, high-risk dual use, low-risk dual use, and benign use, with Fable 5 using a larger safety margin than previous models so some low-risk or benign prompts may be blocked to reduce the chance of serious misuse getting through.

My Take: This is the tradeoff every advanced model company now has to explain clearly. Users want powerful coding and security help, but the same capabilities can cross into exploit development, malware delivery, and infrastructure attacks.

How ChatGPT adoption has expanded

OpenAI says ChatGPT adoption is widening globally and deepening among existing users, based on aggregated OpenAI Signals data from Individual plans. Six months after signing up, users sent 50% more messages per day than they did at signup and doubled the number of distinct task categories they had tried, while the fastest relative growth since July 2023 came from Africa, Asia, and lower-HDI countries.

Start building with Nano Banana 2 Lite and Gemini Omni Flash

Google released Nano Banana 2 Lite, its fastest and most cost-efficient Gemini Image model, and opened Gemini Omni Flash to developers for video generation and conversational editing. Nano Banana 2 Lite delivers text-to-image outputs in 4 seconds at $0.034 per 1K-resolution image, while Omni Flash supports text, image, and video inputs, generates 10-second videos, and is priced at $0.10 per second of video output.

AI Ripples

• Anthropic released Claude Sonnet 5 across all plans, making it the default model for Free and Pro users and adding it to Claude Code and the Claude Platform. The company says Sonnet 5 narrows the gap with Opus 4.8 on agentic work at lower prices, with introductory API pricing of $2 per million input tokens and $10 per million output tokens through August 31, 2026.

• OpenClaw is finally available on Android and iOS: Lucas Ropek reports the mobile app lets users pair their phone with the OpenClaw Gateway, so they can run OpenClaw agents and connect requests to the tools and skills those agents use.

• NYT slams Microsoft for building copyright-infringing supercomputer for OpenAI: Ashley Belanger reports that The New York Times is seeking to amend its copyright complaint against OpenAI and Microsoft after a Supreme Court ruling changed the standard for contributory infringement. The Times now alleges Microsoft built a bespoke supercomputing system to help OpenAI train on copyrighted works without permission, while Microsoft calls the amended complaint a last-ditch effort.

• OpenAI abandons yet another side quest: ChatGPT’s erotic mode: Lucas Ropek reports that OpenAI has indefinitely paused plans for an adult mode in ChatGPT after backlash from watchdog groups and internal staff. The move follows OpenAI's decision to deprioritize Instant Checkout and shut down Sora as the company refocuses on business users and coders.

• OpenAI ‘in early talks to give 5% stake to US government’: Lauren Almeida reports that OpenAI is in early talks to give the US government a 5% stake, according to the Financial Times. The proposal is still conceptual, could require Congress, and may include similar stakes from other US AI companies as Washington applies more pressure to the sector.

MARKETING

Should You Bet Your Sales Pipeline on… Distribution?

Ross Simmonds says B2B companies are still treating distribution as an afterthought, even though buyers discover ideas on LinkedIn, X, newsletters, Slack communities, podcasts, and other channels long before they visit a company website. He frames distribution as a business function, with two variables that matter most for pipeline: speed of execution and reach into the places where buyers already spend time.

My Take: This is the part a lot of content teams still resist. A great article sitting quietly on your site is not a growth asset until it reaches the market. Publishing the page is only one layer. Distribution creates the off-site signals, citations, conversations, and brand memory that make the content matter outside your own domain.

CONTENT

Scalable Detection of Adversarial Synthetic Slop and Coordinated Media Abuse: A LoRA-Enabled Multimodal Defense System

Google Research describes a deployed defense system for detecting coordinated networks of synthetic spam on a major online video platform. The system combines account-relatedness detection, a synthetic pattern classifier, and LLMs adapted with LoRA and automatic prompt optimization, and Google says six months of operational data led to the termination of 50K clusters comprising 130K channels while saving about 83 human review hours and cutting human reviews by 50%. The research PDF is available here.

My Take: This is a preview of where content quality enforcement is going. Platforms are not only judging one video, image, or article at a time. They are looking for coordinated patterns across accounts, media variants, and repeated semantic fingerprints. Low-quality AI content is not just a brand risk anymore. It is becoming something platforms can detect as an operational abuse pattern.

Build for asking: How to make your content count in the age of AI search

Reza Moaiandin says AI search changes the job of content because users can research, compare, shortlist, and decide without ever clicking through to a brand site. The article pushes teams to build around real customer questions across problem framing, solution exploration, evaluation, objections, risk, and use-case validation, instead of starting with what the brand wants to say or which keywords might bring traffic.

My Take: This is why we build buyer personas in Floyi before any topic and keyword research. If you do not understand who is asking the question, what they already believe, what they are worried about, and what decision they are trying to make, the keyword list is just a pile of phrases. AI search rewards content that answers the next question in the buyer's head, not content that only matches the first query.

We analyzed 103,000 content refreshes. Here’s what was most associated with Google traffic growth — Raptive

Austin Mullins shares data after they analyzed 103,000 refreshed pages over 16 months to see which updates were most associated with Google traffic growth.

• Refreshes beat controls: In a matched-control analysis of 5,500 refreshed and non-refreshed URL pairs, refreshed URLs averaged 28% Google pageview growth while similar non-refreshed pages averaged 9% growth.

• Substantial edits performed better: Light refreshes with 0% to 10% word count change averaged 2% Google pageview growth, while 11% to 30% changes and 31% to 100% changes each averaged 11% growth.

• Extreme rewrites had the largest lift: Pages with more than 100% word count change averaged 44% growth, though Raptive notes that this likely reflects pages with more room for improvement.

• Visible page changes mattered: Pages with image changes averaged 14% Google pageview growth, while title changes and paragraph-count changes each averaged 11% growth.

SOCIAL MEDIA

How A Branded Subreddit Helps Cursor Own BoFu Discussions

Ethan Crump shows how Cursor turned r/cursor into a bottom-funnel discovery channel by staffing the subreddit with employees who answer pricing, product, and roadmap questions where developers already search. The community has 143,000 members, roughly 134,000 weekly visitors, 2,700 weekly contributions, 482 ranking keywords, 9,600 monthly organic visits, and about $13,000 in equivalent traffic value.

Social Ripples

• TikTok For Business introduced Growth Max for Mini Dramas, an ad solution for scaling episodic drama content on TikTok. TikTok says Growth Max campaigns drove a 52% increase in incremental audience reach beyond off-platform acquisition campaigns and a 10x increase in advertiser scale when promoting on-platform Mini Dramas and off-platform apps.

• YouTube harkens back to original Instagram with photo post update: Tubefilter reports that YouTube is adding licensed popular music to photo posts that appear in the Shorts feed. Creators can attach up to 15 seconds of licensed music to image posts and carousels, expanding beyond the royalty-free YouTube Audio Library and AI-powered Dream Track.

• Meta is rolling out Meta One, a paid subscription that unlocks premium features across Instagram, Facebook, WhatsApp, AI glasses, and advanced AI capabilities. The Meta One Premium package is reportedly priced at $19.99 per month and gives AI glasses owners unlimited access to conversation focus plus improved device support.

• X launched an updated livestreaming command center inside Creator Studio for scheduling and running live broadcasts from desktop. The new studio includes a simplified setup flow, chat controls, thumbnail uploads, viewer and comment peaks, audience demographics, and is limited to X Premium users or higher.

• YouTube introduced The Brand Deal Desk, a five-part creator series on pitching, pricing, negotiating, campaign execution, and post-publish reporting. The series is available globally on the YouTube Creators channel, while eligible YPP creators can use the Partnerships tab in YouTube Studio as Creator Partnerships expands to more countries, including the UK, Germany, Japan, and Singapore.

• YouTube published a creator guide for Ask Studio, its AI-powered partner inside YouTube Studio. The guidance pushes creators to use natural language, give context, ask follow-up questions, and use familiar analytics labels so the tool can help with video ideas, audience feedback, title concepts, and channel-specific recommendations.

WHAT I'VE BUILT FOR YOU

Floyi - Build Topical Authority that wins in Google and AI Search. Don’t just plan your content strategy - make it unstoppable.

ReplyDeck - Be active on Reddit without living on Reddit. Schedule replies, stay present in the threads that matter, and get your time back.

TopicalMap.com Service - Let us do the heavy lifting. We handle the research, structure, and strategy. You get a custom topical map designed to boost authority and dominate your niche and industry.

Topical Maps Unlocked 2.0 - Unlock the blueprint to ranking success. Master the art of structuring content that search engines (and your audience) love - and watch your rankings soar.

AD

Your Business Website. Built in Under 2 Minutes

Running a business is hard. Building a website shouldn't be.

With Readdy.ai, just describe your business, the AI handles your website design, performance, SEO optimization, and more. 

No coding or design skills needed. Launch in 2 minutes.

Try for Free.