Brands can strengthen PR pitches by pairing their data or news angle with a real customer or person who has experienced the issue firsthand. A strong human story gives journalists an interviewee who can provide specific details and memorable quotes that make the story more relatable. Brands can find these people through targeted social media searches and OSINT techniques, then offer the verified source to journalists as part of the pitch. Only 5% to 10% of people contacted cold on social media may respond, so you may need to contact many potential sources and verify each person carefully.
SaaStr's inbound AI agent held 17,000 conversations with prospects and booked about 600 meetings in a year. Together with a newer self-serve agent, it drove a 60% jump in new business, and three people created the whole setup. The on-site agent sits on the sponsor page, qualifies visitors on budget and goals, then books the meeting itself. For buyers who skip the chat, a second agent swaps the PDF prospectus for a page unique to each company. It checks first-party signals, then drafts a pitch that a human approves and that updates the same link in place.
Use AI to research prospects, but write the outreach yourself. Find a genuine connection on LinkedIn, tie it to a specific buyer problem, and address likely objections before they come up. Write 50 emails Monday through Wednesday, send them Thursday and Friday, then follow up within 48 hours over the weekend. On intro calls, skip generic discovery questions and let the buyer talk. If someone asks to reconnect later, respect the timing and nurture them with useful insights instead of “just checking in” messages.
Global campaigns stall when translation misses the cultural context. Nativ [12], backed by a16z Speedrun, keeps your brand voice intact in text, image, audio, and video across 100+ languages. Works in Figma, Canva, Office, Adobe, and via MCP. Early access for TLDR readers: Nativ Video [13], with free launch credits for the first 20 teams
Google Veo lets you turn existing static assets into 5 or 10 second video ads for Performance Max and Demand Gen campaigns. Strong, high resolution product images matter because the tool animates two images into sequential scenes and supports 16:9, 9:16, and 1:1 formats. The two 30 character headlines should focus on the ad message rather than branding since the business name already appears first. Advertisers should test Veo as a low cost way to refresh creative and evaluate clicks and website engagement alongside conversions.
CogSend is a free, open-source social media scheduler that lets you manage posts across Mastodon, Bluesky, LinkedIn, Threads, and X from one place. You can write a post once, customize it for each platform, then publish or schedule it. It runs on your own Cloudflare account, so you keep control of your accounts and data without a monthly fee. The setup takes a few steps, with a demo video showing how to get it up and running.
AI answers lean on third-party voices, so less than 10% of what they say about a brand comes from the brand's own content. 1 in 3 answers cite creators directly. Follower count barely matters, since 57% of cited YouTube videos come from channels under 100K. This playbook recommends combining SEO keyword data with real customer questions to build a shared prompt list, picking creators for authority and specificity, and reposting content stuck behind Instagram and TikTok login walls to YouTube as transcripts that AI crawlers can reach.
2026.09.25·
later-com.s3.us-east-1.amazonaws.com·6 min read·TLDR Marketing
Major marketing investments that can't be randomized still need causal measurement, rather than post-hoc narratives. Google's CausalImpact and Uber's synthetic control methods show how you can estimate the effect of national launches, sponsorships, and other whole market interventions by building counterfactuals from historical data or comparable markets. These methods are weaker than randomized tests, so you should preregister the analysis, establish a strong pre period, run placebo tests, and report uncertainty intervals. Synthetic control should be a last resort for spending that cannot support randomization.
The modern marketing team is built around three principles. 0-1 marketers use AI systems to take work from idea to shipped output with fewer handoffs. Pods replace traditional team hierarchies with small groups that share context, own a specific outcome, and ship and learn weekly. Depth of craft becomes more valuable as AI handles production, giving specialists more time to apply the judgment and expertise needed to make standout work.
Payment decisions compound. The infrastructure you choose today shapes your product roadmap for years, from commercial payments to stablecoin-backed cards, getting them right takes more than a capable platform. It takes a partner built to scale with you, engineered for reliability, and ready to go the distance, not just the first mile.
Marqeta powers modern card issuing for the world's leading companies, with the flexibility and uptime your roadmap demands.
Traditional product development models use a cumulative funnel of hurdles (prioritization, specification, implementation, and post-launch iteration) that drastically reduces the survival rate of high-impact ideas. Based on estimated survival rates across these phases, only about 5% of genuinely high-value product ideas launch and achieve their full potential.
Here are five practical strategies for building AI agents to address worker shortages in high-stakes industries like construction, manufacturing, and heavy equipment. The approach emphasizes defining specific problems, unifying fragmented data, using specialized multi-agent architectures, maintaining high accuracy, and clearly communicating user benefits.
Design teams in a post-ZIRP economy face intense pressure to deliver rapid outputs, leading them to skip crucial steps like user research. This dynamic plays into the hands of stakeholders dubbed "Fastest Guns in the West," who use speed and deliberate ambiguity to control product narratives and secure early commitment to ideas before proper evaluation can occur.
Successful digital products often outgrow their initial structural simplicity as features accumulate, requiring a clear spatial "floor plan" rather than just consistent design system components. Mismatched spatial movement and flat UI cues make products harder for users to navigate and understand.
2026.09.25·
yeseniaperezcruz.substack.com·6 min read·TLDR Product
Every vendor says yes to complete capture, real AI, easy implementation. The feature list stopped being the differentiator, so the questions that actually reveal value had to change too.
FULLSTORY [11] solutions engineers share the five questions that expose the gap [10] between a vendor's claim and their architecture, and what separates a real answer from a rehearsed one. Learn more today.
Product managers can achieve a transformative AI fluency rating on the company's updated rubric. This video highlights the evolution of AI fluency evaluations from simple usage metrics to frameworks encompassing mindset, strategy, building, and accountability. Foster grades live PM work products to demonstrate what capable and transformative AI usage looks like in practice.
AI-native companies flatten hierarchies and give individuals more autonomy, leverage, and fluid roles. As AI makes execution cheaper and organizations faster, human judgment becomes increasingly important.
TLDR is hiring its first PM to help build the agent-first operating layer used across the company. We're looking for a builder who has shipped real products/systems with LLMs. Click here to learn more [14].
The key design principles behind the consumer AI agent Muse (approachability, contextual trust, handling burdensome tasks, and maintaining downtime engagement) demonstrate how it lowers barriers for non-technical users compared to traditional chat interfaces.
Generative AI tools risk eliminating "positive friction". By automating these transition points, knowledge workers may produce overwhelming volumes of unverified output that outpaces customer absorption. To maintain quality and intentionality, teams should preserve original feedback and keep deliberate human loops.
Pre-AI B2B software vendors raising prices for agent and API access risk triggering an "agentic death spiral," where users bypass platforms to avoid fees and ultimately weaken product stickiness and moats.
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Meta has launched the Meta VR Glasses at $1,299. The device has many of the same features as Meta's existing Quest headsets. Its processor, cooling fan, battery, and other computing components are housed in an external pack. At about 100 grams, the device is roughly one-sixth the weight of Apple's Vision Pro.
Claude autonomously discovered a novel enzyme system that is associated with an array of DNA repeats. The system's function is still unknown, but it is programmable and can perform operations like cutting, copying, and pasting DNA. It is based on a reverse transcriptase previously known to science, but Claude appears to be the first to notice the system's defining features - an associated array of non-coding DNA sequences and an additional accessory protein of unknown function.
Grail has received a favorable vote from an FDA panel regarding premarket approval for its multi-cancer early detection test. The test is designed to detect cancer-specific methylation patterns and, if detected, predict the cancer signal origin with high accuracy to help guide diagnostic evaluation. While the FDA isn't bound to the committee's decision, it takes them into consideration when making the final regulatory decision. It is expected to make its final ruling on the test's premarket approval in the coming months.
China has launched nine satellites into orbit as part of a push to put AI computing in space. The Supercomputing-1 satellite that launched on the mission is designed to capture and process Earth-observation data in orbit instead of sending data back to terrestrial data centers. It features both a high-res optical payload and an image-processing AI computer. Local processing will cut cross-regional data processing times from hours to minutes.
Your prospects will see cybersecurity ad after cybersecurity ad on social this October. In TLDR, your ad reaches cybersecurity, infrastructure and IT professionals and is one of just three ads per issue. Learn more about our Cybersecurity Awareness Month ad packages.
Product managers and designers used to have to think through a great deal ahead of time because the build was a larger investment, and the people paying for it wanted to know what they were getting before they committed. Agent coding changes the process so that nobody has to hold the whole vision in their head and transfer it losslessly to someone else. Engineers have historically owned code out of necessity, but AI enables a model of ownership and collaboration that is distributed a little more evenly.
Anthropic made the core user experience of claude.ai and the Claude desktop app about 3x faster during a two-week sprint in August. Time to a typeable page on a fresh load of claude.ai went from 3.1 seconds to 0.55 seconds, starting a new Claude Code session went from 0.8 seconds to 0.3 seconds, and loading a Claude Cowork cloud session went from 2.6 seconds to 0.73 seconds. The optimizations will likely save an estimated tens of thousands of user-hours of waiting every day. This post covers what the Claude team shipped, how they measured it, and the loop they built with Claude to do it safely.
Nvidia CEO Jensen Huang controls one of the central resources for training new AI models and using them to answer questions. He has become very influential in the Trump administration. While Huang is worried about AI safety, he sees it as a very solvable engineering problem. He does not want to see new regulation to change the direction things are going in.
Meta has been testing a human concierge for its Muse AI personal assistant. Human contractors are quietly handling some of the phone calls placed via the digital agent. The Muse agent is designed to autonomously perform tasks like sending emails, shopping, and booking travel on a person's behalf. The phone-calling feature allows users to tell the agent to dial phone numbers for businesses in the US and talk with people to handle errands like booking haircuts, checking whether a store has an item in stock, or getting quotes from different contractors.
Elon Musk alleged that OpenAI and Apple's deal harmed xAI's growth and customer acquisition, but xAI can't prove harm cause the ChatGPT Siri integration just didn't draw in many new ChatGPT users.
Three out of the four attempts were unsuccessful, but the Australian Medicare Statistics Reporting Service reported that OpenAI's AI acquired health data from its website.
The annual Made on YouTube event introduced several AI features coming to the online streaming platform in the coming months, as well as a handful of non-AI updates.
What do battle bots, F1, AI agent labs, and hot wings all have in common? They're all happening at FC26.
Join 3,000+ AI engineers and leaders in SF Sep 29 - Oct 1, for three days of AI immersion, featuring industry leaders like Dr. Fei-Fei Li, 30+ breakout sessions, hands-on labs, and more.
Get hands-on alongside fellow builders and walk away with tools and strategies you can apply to your job, plus, see Sean Evans host Hot Ones live, watch BattleBots fight it out live, and catch Pitbull on the last night.
Google released Gemini 3.8 Flash TTS and Flash-Lite TTS, letting developers create voices from descriptions and direct pacing, dialect, and delivery line by line. Flash-Lite targets high-volume work such as dubbing and voice agents, while Flash can replicate an authorized voice from a 30-second sample.
Anthropic said Claude autonomously identified a previously unknown enzyme system associated with unusual DNA repeats and characteristics seen in programmable genetic systems such as CRISPR.