Uriel Maenor @CDavisReader

@theoutboundhero Cold

@KaiCromwell Hey Kai, quick question on your outbound stack. When you’re pulling from Apollo, are you guys still manually cleaning the CSVs, or have you found a way to automate the filtering through LLMs without hitting major token bottlenecks? Trying to optimize a new agentic flow.

@NickAbraham12 Hey Nick, quick question on your outbound stack. When you’re pulling from Apollo, are you guys still manually cleaning the CSVs, or have you found a way to automate the filtering through LLMs without hitting major token bottlenecks? Trying to optimize a new agentic flow.

@mgentrepreneur Hey Michael, quick question on your outbound stack. When you’re pulling from Apollo, are you guys still manually cleaning the CSVs, or have you found a way to automate the filtering through LLMs without hitting major token bottlenecks? Trying to optimize a new agentic flow.

@MattLucero_ Hey Matt, quick question on your outbound stack. When you’re pulling from Apollo, are you guys still manually cleaning the CSVs, or have you found a way to automate the filtering through LLMs without hitting major token bottlenecks? Trying to optimize a new agentic flow.

@systemswithjay Hey Jeremy, quick question on your outbound stack. When you’re pulling from Apollo, are you guys still manually cleaning the CSVs, or have you found a way to automate the filtering through LLMs without hitting major token bottlenecks? Trying to optimize a new agentic flow.

@coldemailchris Hey Chris, quick question on your outbound stack. When you’re pulling from Apollo, are you guys still manually cleaning the CSVs, or have you found a way to automate the filtering through LLMs without hitting major token bottlenecks? Trying to optimize a new agentic flow.

Most B2B SaaS companies still think visibility means Google rankings. But buyers are increasingly discovering products through ChatGPT, Perplexity, Claude, and Gemini. Which creates a new problem: Some companies are consistently recommended by AI systems. Others are invisible.

📂 chatgpt as an intern ┃ ┣ 📂 foundation ┃ ┣ 📂 custom instructions ┃ ┣ 📂 personalization ┃ ┣ 📂 memory setup ┃ ┣ 📂 temporary chat ┃ ┗ 📂 response preferences ┃ ┣ 📂 chatgpt setup ┃ ┣ 📂 role definition ┃ ┣ 📂 output formatting ┃ ┣ 📂 audience context ┃ ┣ 📂 constraints ┃ ┗ 📂 workflow instructions ┃ ┣ 📂 custom gpts ┃ ┣ 📂 writing specialist ┃ ┣ 📂 research assistant ┃ ┣ 📂 repurposing bot ┃ ┣ 📂 competitor analyst ┃ ┗ 📂 niche expert ┃ ┣ 📂 models ┃ ┣ 📂 gpt-5.3 instant ┃ ┣ 📂 gpt-5.5 instant ┃ ┣ 📂 thinking mode ┃ ┣ 📂 fast reasoning ┃ ┗ 📂 extended reasoning ┃ ┣ 📂 projects ┃ ┣ 📂 smart workspaces ┃ ┣ 📂 client folders ┃ ┣ 📂 workflow systems ┃ ┣ 📂 brand guidelines ┃ ┗ 📂 style preferences ┃ ┣ 📂 deep research ┃ ┣ 📂 web queries ┃ ┣ 📂 source synthesis ┃ ┣ 📂 report generation ┃ ┣ 📂 citations ┃ ┗ 📂 multi step research ┃ ┣ 📂 agent mode ┃ ┣ 📂 browser control ┃ ┣ 📂 website navigation ┃ ┣ 📂 form filling ┃ ┣ 📂 autonomous workflows ┃ ┗ 📂 multi task execution ┃ ┣ 📂 daily operations ┃ ┣ 📂 writing ┃ ┣ 📂 coding ┃ ┣ 📂 research ┃ ┣ 📂 scheduling ┃ ┣ 📂 automation ┃ ┗ 📂 brainstorming ┃ ┣ 📂 prompting ┃ ┣ 📂 assign roles ┃ ┣ 📂 define context ┃ ┣ 📂 specify format ┃ ┣ 📂 set constraints ┃ ┣ 📂 iterate outputs ┃ ┗ 📂 chain workflows ┃ ┣ 📂 key features ┃ ┣ 📂 canvas ┃ ┣ 📂 voice mode ┃ ┣ 📂 image generation ┃ ┣ 📂 codex ┃ ┗ 📂 connected apps ┃ ┣ 📂 analytics ┃ ┣ 📂 fact checking ┃ ┣ 📂 memory auditing ┃ ┣ 📂 output reviews ┃ ┣ 📂 workflow optimization ┃ ┗ 📂 prompt refinement ┃ ┣ 📂 productivity ┃ ┣ 📂 reusable systems ┃ ┣ 📂 saved prompts ┃ ┣ 📂 automation stacks ┃ ┣ 📂 execution speed ┃ ┗ 📂 strategic thinking ┃ ┣ 📂 limitations ┃ ┣ 📂 hallucinations ┃ ┣ 📂 weak memory defaults ┃ ┣ 📂 training concerns ┃ ┣ 📂 generic outputs ┃ ┗ 📂 context dependency ┃ ┗ 📂 compounding setup ┣ 📂 reusable workflows ┣ 📂 custom gpt systems ┣ 📂 project organization ┣ 📂 memory optimization ┗ 📂 ai operating system

Interesting: ChatGPT consistently recommends certain SaaS products while ignoring competitors with stronger SEO. AI visibility and Google visibility are starting to separate. 🤔

Influencing ChatGPT, Other Platforms for Greater AI visibility. Companies earning industry recognition may benefit from stronger visibility in AI-generated responses. For SASE providers, validated credibility is just as important as technical innovation. bit.ly/4dosle5

You lose money if your leads find your SaaS confusing. Which means your positioning strategy, homepage copy and messaging must be on point and make sense I help you do this in 2 weeks, sign up here: docs.google.com/forms/d/e/1FAI…

If you don't have my "Complete Claude Prompt Library for SaaS Engineers" yet... The one I built to cover every GTM function you run with 1315 pre-built prompts across positioning, outbound, retention, and founder-led growth… Just comment "CLAUDE" and I'll DM it to you for free (must follow)

A preview for Pro users: a new personal finance experience in ChatGPT. Pro users in the U.S. can securely connect financial accounts, see where their money is going, and ask questions based on the information they choose to connect. Your full financial picture, now in ChatGPT.

Multiagent orchestration lets a lead agent delegate to specialists that work in parallel on complex jobs.

Claude for Excel, PowerPoint, and Word are now generally available, and Claude for Outlook is in public beta. As Claude moves between your Microsoft apps, it carries the full context of your conversation.

We gave people tiny computers at Code with Claude. Here are some of the small, delightful things they built:

An early beta of Grok Build, an agentic CLI for coding, building apps, and automating workflows is now available for SuperGrok Heavy subscribers. Through this early beta, we will improve the model and product based on your feedback. Try it at x.ai/cli

AI Is Becoming A Scientist: How Self-Driving Labs Will Accelerate Discovery #AI is moving beyond assisting #scientists and taking an active role in #discovery, with self-driving labs that can design #experiments, run tests and learn from results. This article explores how #autonomous #science could speed up breakthroughs in #medicine and materials, while raising urgent questions about safety, ethics and human oversight. linkedin.com/pulse/ai-becom…