Powered by RND
PodcastsNegóciosGTM Engineer School Podcast

GTM Engineer School Podcast

Jared & Matteo
GTM Engineer School Podcast
Último episódio

Episódios Disponíveis

5 de 9
  • E8: "The Bridge Between Data, Tools, and Strategies" | Nico Druelle
    About our guest — Nico DruelleNico Druelle is the founder of The Revenue Architects, a consultancy that helps B2B SaaS companies build and scale their revenue engines. He is a leading voice in the GTM engineering community, recognized for his early advocacy of the role and his expertise in building signal-driven GTM motions for companies like Attention, Descript, and Preply. Before launching The Revenue Architects, he led GTM ops at Melio, scaling pipeline with advanced workflow tools.Core takeawaysThe Evolution of Rev Ops: GTM engineering is a consolidation of skills from traditional Rev Ops, Marketing Ops, and data engineering. The modern GTM engineer is an architect, a data expert, and an executor, all in one.The Power of Consolidation: A single GTM engineer can replace a team of specialists, leading to increased speed, efficiency, and ROI. This consolidation reduces friction and allows for faster iteration and validation of growth experiments.The Modern GTM Stack: The core components of a modern GTM stack include a data layer (data warehouse), an orchestration layer (Clay, Cargo), an engagement layer (Unify), and a CRM (Salesforce).The Scarcest Resource: The ability to set up and iterate on a holistic GTM system is the most valuable and scarce resource, not the data or the tools themselves.Top quotesOn GTM engineering: “Go-to-market engineering is a discipline of orchestrating first party data and third party data into a system of action, system of engagement to execute a given vision, a given go-to-market strategy.”On the GTM engineer’s role: “He’s that glue that comes in, just runs experiments, know, test things out, get some results filled back from the market and keep on iterating. And ultimately the uniqueness of that position is that he generates pipeline.”On the evolution from Rev Ops: “If rev ops was the before and go to market is the now or after, I think there is a bit of a consolidation of function of skills.”On the value of a GTM engineer: “The scarce resource is basically the ability to set up that system altogether as a holistic solution and iterate on it to build a defensible system to design growth. That is the real value in this.”Referenced tools and resourcesCRM: SalesforceLLM: OpenAI (ChatGPT), ClaudeEnrichment & Orchestration: Clay, CargoEngagement: UnifyWorkflow Automation: N8NTimestamps(02:13) Nico’s definition of GTM engineering(03:58) The before and after of GTM engineering(06:24) The GTM engineer as an architect, plumber, and electrician(08:19) Why the GTM engineer role is a consolidation of multiple roles(09:45) The benefits of consolidation: speed and less friction(12:10) Lightning Round: Favorite CRM (Salesforce)(14:18) Lightning Round: Top LLM (OpenAI/ChatGPT)(16:19) Lightning Round: Top enrichment tools (Cargo and Clay)(17:23) Nico’s top GTM engineering tools (Unify)(19:16) The core building blocks of Nico’s GTM stack(23:12) The role of a tool like Default for PLG companies(24:25) Tradeoffs in designing GTM stacks: modularity vs. speed(27:13) A deep dive into a PQL nurturing flow built for Descript(31:26) The importance of evaluations (evals) in AI model performance(37:53) Essential skills for aspiring GTM engineers: data literacy, tool fluency, and business acumen(40:10) How to acquire GTM engineering skills(42:14) The importance of feature engineeringHow to connect with NicoWhere to find NicoLinkedInThe Revenue Architects This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit gtmengineerschool.substack.com
    --------  
    42:09
  • E7: "Messaging, No Matter What Else You Do" | Jason Pulliam
    About our guest — Jason PulliamJason Pulliam is a fractional CMO and founder of Vitality Marketing Firm, specializing in helping early to mid-stage B2B companies ($1-20M revenue) develop differentiated messaging and execute high-ROI outbound campaigns.As one of Octave’s most vocal power users, Jason has built a reputation for diving deep into deliverability, leveraging AI for prospect research, and proving that campaign quality always beats volume. His approach combines old-school direct response copywriting principles with modern GTM engineering tools to deliver predictable revenue outcomes—often within 90 days.Core takeawaysGTM Engineering defined: “Building the infrastructure that turns signals into revenue. It’s sales ops and marketing automation, but the tooling and the data are where the decision-making converges to move the money.”The stack transformation: Before GTM engineering, we were slaves to our tools. APIs didn’t exist, Zapier was the only power user option, and your stack dictated your motion. Now the stack conforms to the motion—builders design for control, not convenience.Clay as infrastructure: “Clay is the Zapier of our time. I’m not even using their native enrichment tools—I’m using their API to bring in my own tools. At some point we’ll look back and say Clay was the Zapier of yesteryear.”Messaging is non-negotiable: “No matter what else you do, if you don’t have your messaging right, it doesn’t matter how cool and automated and signal-led your whole GTM is.”The $40K case study: A lower mid-market M&A client with only 6,000 targetable prospects. Jason’s team sent signal-stacked emails mentioning overnight packages, got 50 replies, sent 50 physical packages, and converted 5 deals worth several hundred thousand in fees—10x ROI.Deliverability over warm-up: Email Bison and Email Guard are underrated tools that give granular control over deliverability. They’re designed for power users who already know how to send cold email, not first-timers.The 60-day learning curve: For every client, Jason spends the first 60 days capturing every reply variation and objection. After building 50-60 different reply templates, the subject matter expert can step back—the system knows all the answers.AI as knowledge base: Jason uses Typing Mind to load entire copywriting books, client playbooks, and reply templates. This creates a constantly-improving knowledge base that educates virtual assistants and SDRs on how to respond to any scenario.Build your database: Track every email subject, body, and reply rate. After 50+ campaigns, dump it into AI and ask: “What are the patterns? Why did these work?” This is how you develop true campaign intelligence.Study the greats: Read direct response copywriters like John Caples, Eugene Schwartz, Gary Halbert, and David Ogilvy. Load their books into AI and ask them to help you think through problems. Their logic still holds because it’s based on fundamental human psychology.Top quotesOn messaging: “Octave helps you figure out who your target market is and how to talk to them. Even at a fundamental level, it helps you think out what problems you solve for different categories of people.”On Clay’s role: “Clay is kind of the Zapier of our time. It’s just a connector into everything. Even if I think about Clay, I’m not even using the enrichment tools that they have native—I’m using their API and going and bringing in my own tools.”On authenticity in AI: “In an age where everything is now free and unlimited and looks real but it’s fake—an age of ‘frake’—being authentic now stands out. Your brand now matters more because if everybody’s selling the same stuff, what makes you different? It’s your brand and your history.”On learning from clients: “Every single time I start with a new client, I’m like, I don’t know what the answer is, but I’m going to be able to solve it. After 60 days, I normally can eliminate the subject matter expert from the loop because we already know all the answers.”On campaign quality: “I care more about how it works than how fast it scales. I can’t afford to just keep trying different things at high volume. Every single time something doesn’t work, I go all the way back.”On direct response wisdom: “80% of the answers are within 20 feet of where the work’s being done. If you can figure out how your ICP thinks, it answers a lot of other downstream problems.”On the weekend reading assignment: “If you have eight hours, read ‘Made to Stick.’ That book will make you understand why some of your campaigns and messaging work and others don’t.”Referenced tools and resourcesTyping Mind: Multi-LLM interface that lets Jason run Claude, ChatGPT, and other models side-by-side for the best output per taskOctave: Messaging platform for structuring ICP, playbooks, and value props—Jason’s top GTM engineering toolClay: Data orchestration and enrichment platform (”the Zapier of our time”)Email Bison: Underrated sequencer with granular deliverability controlEmail Guard: Partner tool to Email Bison for deep email deliverability managementInstantly / Smartlead: Alternative email sequencers (Jason prefers Email Bison for control)AirScale: Obscure enrichment tool for accessing founder dataBetterEnrich: Custom data enrichment sourceOcean.io: Lookalike enrichment providerCopywriting Books“Made to Stick” by Chip Heath and Dan Heath: Jason’s #1 weekend reading recommendation“Breakthrough Advertising” by Eugene SchwartzJohn Caples (”They Laughed When I Sat Down at the Piano”)Gary Halbert (direct response legend)David Ogilvy (advertising fundamentals)OtherCommercial scanner: Jason uses this to gut books and load them into AI (cuts the spine, scans pages)OpenRouter: Subscription service for accessing multiple LLM APIs through one accountTimestamps(00:00) Introduction to Jason Pulliam and Vitality Marketing Firm(01:56) Jason’s definition: GTM engineering as “RevOps and growth hacking having a baby”(04:43) The shift from tools controlling motion to motion controlling tools(06:38) Lightning Round: CRM preferences—why Jason avoids HubSpot and Salesforce(07:24) LLMs: Typing Mind as the “cockpit” for all models(07:52) Top enrichment tool: “Clay all the way baby, I’m married”(08:43) Most underrated tool: Email Bison and Email Guard for deliverability(10:05) Current GTM stack: Typing Mind, Email Bison/Guard, Octave, Clay(13:40) Why Octave is Jason’s #1 GTM tool—messaging before automation(15:11) How Jason uses Octave playbooks to build reply knowledge bases(18:14) The M&A campaign case study: 6,000 prospects, 50 replies, $40K spend,hundreds of thousands in revenue(21:27) Building reply intelligence: 60 days to capture every objection(24:12) Emerging GTM skill: Patience—workflows take time to tune(25:09) Communication clarity: Explaining technical concepts to average users(27:28) Learning advice: Real-life use cases beat endless LinkedIn scrolling(30:42) Where to find JasonHow to connect with JasonLinkedInVitality Marketing This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit gtmengineerschool.substack.com
    --------  
    35:36
  • E6: "Clients don't pay for crazy, they pay for effective": Building custom software at Clay scale | Patrick Spychalski
    About our guest — Patrick SpychalskiPatrick Spychalski is co-founder of The Kiln, a skunk works collective of GTM experts, data scientists, and former Clay employees that turns messy RevOps data into revenue engines for SaaS teams. He's a bonafide Clay OG who spent two years at Clay running their early partnership program and now drops marathon-length Clay table teardowns on LinkedIn.Beyond his agency work, Patrick founded and runs Unique Market, a web store showcasing men's vintage designer and avant-garde fashion. This combination of technical GTM expertise and creative taste gives him a unique perspective on building both functional and aesthetically compelling solutions.Patrick's approach centers on assembling "the Avengers" of best-in-class tools for each specific use case, while maintaining a ruthless focus on business value over technical complexity. His recent viral Lovable integration that builds custom software programmatically at scale exemplifies his philosophy of pushing GTM engineering boundaries while solving real business problems.Core takeaways* The "Avengers assembly" approach — finding best-in-class tools for specific use cases rather than one-size-fits-all solutions* Credit engineering mastery — how strategic API key usage can reduce Clay project costs from 60K to 7-10K* The Lovable breakthrough — building custom software programmatically at scale through Clay integrations* CRM data cleaning as foundation — why enrichment and data quality must come before any advanced workflows* N8N vs Clay decision framework — when to use workflow automation versus enrichment-focused tools* MCP servers as emerging skill — why Model Context Protocol development is becoming essential* Value-first philosophy — clients pay for effectiveness, not complexity or flashy demonstrations* The technical skills spectrum — from beginner-friendly Lovable to engineer-focused Cursor for vibe codingTop quotesBest Definition of GTM Engineering: "In my mind, a go-to-market engineer is somebody who has both highly technical ability and the tools required to run go-to-market systems, specifically automated go-to-market systems, as well as the general strategy and intuition of somebody who would be in a go-to-market leadership position."On His Background: "I actually wasn't in sales prior to Clay existing. And so I actually got into sales at the same time as discovering Clay... I can't really imagine having to go and individually prospect and research and reach out to people. I've actually never had to do that."The Avengers Approach: "I think the best way to approach it initially is just figuring out what the best tool for any given use case would be. And it very quickly allows you to assemble the Avengers for a specific client."On Clay's Power: "Clay feels like cheating almost... It's obviously, in my opinion, the best one. I don't think there's a close second... it's just an aggregate of every enrichment tool. Fundamentally, that's what Clay is."Credit Engineering: "You can literally, if your client's planning on using Clay regardless of whether they hire you or not, you can make the money they're paying you back just in recommending a specific set of API keys."The Value Philosophy: "Clients don't pay for crazy. They pay for effective... You're not getting hired to build crazy workflows that people think are cool. You're building workflows that actually add value."On Learning: "Think about these tools as a value vehicle and not a... just a Lego set that you build for fun."Referenced tools and resources* Clay: Primary enrichment platform and ecosystem orchestrator ("aggregate of every enrichment tool")* N8N: Workflow automation platform for AI agents and trigger-based processes* Lovable: Vibe coding tool for building custom software and dashboards with natural language* HubSpot: Current preferred CRM with enterprise support and integration capabilities* Attio: Future CRM bet as it develops enterprise features* Claude: Preferred LLM for writing tasks due to superior voice and tonality* HG Insights: Expensive but powerful technographics integration within Clay (8 credits per run)* Crust Data: Live LinkedIn enrichment scraper with higher accuracy than static lists* Exa.ai: Underrated natural language lead sourcing tool for niche prospect finding* Cursor: Engineer-focused vibe coding platform for technical development* Fathom: Current call transcript tool (via Zapier integration despite limitations)* MCP: Emerging requirement for advanced GTM engineering integrationsTimestamps* (00:01) Introduction to Patrick Spychalski and The Kiln background* (01:32) Defining GTM engineering: Technical ability plus strategic intuition* (02:20) Evolution question: Never knowing sales before GTM engineering tools* (03:27) Lightning Round: Tool preferences and rapid-fire recommendations* (06:44) System design approach: Assembling the Avengers of best-in-class tools* (12:58) Favorite workflow: The viral Lovable custom software generation table* (16:16) Credit engineering: How API keys saved clients 50K+ on Clay projects* (19:55) Emerging skills: N8N, MCP servers, and vibe coding tool spectrum* (24:22) N8N vs Clay use cases: When to use each platform* (28:22) Learning resources: From GTM Engineer School to free YouTube content* (29:45) Practical advice: Focus on value creation over technical complexity* (31:23) Where to connect with Patrick on LinkedIn and The KilnHow to connect with Patrick* LinkedIn* The KilnSubscribe to never miss the next episodes, playbooks, frameworks, or deep dive. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit gtmengineerschool.substack.com
    --------  
    27:43
  • E5: "Message-market-fit": How to systematically test 13 campaigns to find asymmetric GTM results | Kellen Casebeer
    About our guest — Kellen CasebeerKellen Casebeer is founder of The Deal Lab, a Smartlead Certified Partner and Clay Certified Expert agency helping B2B companies achieve message-market-fit through systematic outbound testing. He runs the weekly Clay Cafe open office hours and shares GTM engineering teardowns with his growing LinkedIn following.Before launching The Deal Lab, Kellen's diverse background included wiring ultra-luxury home automation systems, crushing quota as an enterprise SDR, and serving as chief of staff at a pre-product health tech startup. This zero-to-one experience across technical implementation, sales execution, and startup operations gives him unique perspective on rapid GTM experimentation.Kellen is obsessed with speed to value and has built a systematic approach to dividing markets, identifying buyer segments, and rapidly testing messaging to find what he calls "message-market-fit" — the sweet spot where messaging resonates so strongly it generates asymmetric results.Core takeaways* The message-market-fit framework — why finding the right communication approach matters as much as product-market fit* Market segmentation methodology — breaking down markets by segment, persona, and angle for systematic testing* The RSS podcast scraping play — how creative signal detection generated 5% meeting rates in enterprise healthcare IT* Experimentation over perfection — why running 13 simultaneous campaigns beats trying to craft one perfect message* The single-issue voter principle — understanding that prospects make decisions based on one primary factor* Asymmetric results mindset — seeking 30 meetings per month instead of incrementally improving 8 to 9* The phone as underrated GTM tool — why voice remains the most direct path to decision makers* Scientific method for GTM — applying cancer research methodology to campaign testing and iterationTop quotesBest Definition of GTM Engineering: "GTM engineering to me is a concept... basically the idea of taking the outcome or the challenge of what you're trying to achieve with your go-to-market. And I think just engineering what it looks like to build that out."On Market Evolution: "B2B SaaS itself as an industry is extremely new. And then like these growth motions against it are pretty new... the idea that what we're participating in is the mature state of what's to come is ridiculous."The Clay Ecosystem: "When Clay went like, hey, we have a tool set that can sort of congeal a bunch of these places in one place... it creates this little triangle where it's like the tool provider, the companies that want the benefit of the tool, and then tool experts."Message-Market-Fit Defined: "Someone not thinking about anything. What can we say to get someone to come talk to us? Product market fits, like what do you sell? What's the price point? Will they buy it if they know what it is?"The Asymmetric Mindset: "Clients don't want incremental, they're looking for asymmetrical... if you're at eight and you're like, I think if we did this, we could get nine, the path from eight to nine will never get you to 30."On Experimentation: "The things that work and the things that you wanted to work are not synonymous... experimenting and deifying being in motion, running imperfect tests and allowing the results to dictate what happens next is a much faster, more effective way."Single-Issue Voters: "People are single issue voters behaviorally... We are not inclined to figure out every single factor, measure every single factor and make our best decision. What we do is we care about of all the factors, one thing the most.Referenced tools and resources* Clay: Primary data manipulation and orchestration platform for campaign building* Smartlead: Email sequencing platform for outbound distribution (Kellen is certified partner)* ChatGPT: AI assistance for message creation and data processing with 4.0 mini for cost efficiency* Scaled Mail: Infrastructure provider for email deliverability (Dean gets the shoutout)* Lead Magic: Email validation and email finding data source* Miro: Kellen's secret weapon for visualizing ideas and client collaboration* RSS Feed: Creative data source for podcast guest scraping and engagement* HubSpot: Preferred CRM for ease of use and integration capabilities* The Phone: Most underrated GTM tool for direct prospect engagementTimestamps* (00:01) Introduction to Kellen Casebeer and The Deal Lab background* (01:45) GTM engineering: Problem-solving approach to go-to-market challenges* (04:30) Gradual momentum vs. before/after transformation moments* (08:56) Clay's role in creating the GTM engineering ecosystem and job category* (13:21) Lightning Round: Tool preferences and rapid-fire recommendations* (15:54) System design approach: Market, segment, persona, and angle framework* (21:10) Sample size methodology: Qualitative over quantitative testing approach* (26:31) Favorite play: RSS podcast scraping for enterprise healthcare IT penetration* (32:45) Essential skills for different GTM engineering: sales, technical, strategy* (38:31) Core tool stack: ChatGPT, Clay, ScaleMail, Lead Magic, Smartlead* (41:54) Final advice: Experiment more and follow scientific methodology* (43:41) Where to connect with Kellen and join Clay Cafe communityHow to connect with Kellen* LinkedIn* The Deal Lab* Clay CafeSubscribe to never miss the next episodes, playbooks, frameworks, or deep dive. This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit gtmengineerschool.substack.com
    --------  
    42:28
  • E4: "It's creativity, not prompts": Why GTM engineers need business sense over technical skills | Josh Whitfield
    About our guest — Josh WhitfieldJosh Whitfield is founder of Content Marketing Media (CMM), the only agency globally certified across Clay, Instantly, HeyReach, and Octave—the four cornerstone platforms powering modern outbound strategy. He's also building Signaliz.com while sharing innovative GTM workflows and AI agents across LinkedIn and X.Before diving into go-to-market engineering, Josh spent 15 years in insurance leading agile teams focused on intelligent automation solutions including process mining, API integrations, and robotic process automation. His technical background in AI and automation—before it was mainstream—gives him unique perspective on what truly matters as these technologies democratize.Josh's philosophy centers on creativity over technical prowess, arguing that as AI handles the complex technical work, success comes from institutional knowledge, business understanding, and the ability to orchestrate innovative solutions that others haven't thought of.Core takeaways* The creativity revolution — Why prompt engineering is dead and creative business thinking is the new differentiator* Institutional knowledge over coding — How understanding business fundamentals matters more than technical skills* The alpha signal methodology — Moving beyond basic demographic targeting to find unique buying indicators* AI-powered research workflows — Using Manus AI and other tools to deliver PhD-level competitive intelligence* The democratization paradox — As tools get easier, differentiation comes from creative application not technical mastery* Strategic retention model — How agencies evolve from email senders to trusted AI advisors for sustained growth* The 25% learning rule — Why dedicating a quarter of your time to exploring new tools is non-negotiable* Robotic handwritten notes case study — The wild workflow that automatically sends real handwritten notes to high-value prospectsTop quotesNew Reality of Skills: "If you'd asked me that six months ago, I'd have said prompt engineering. Today, I would tell you, I think it's creativity because you know, I don't write any of my own prompts anymore. I just ask the models to write the prompts for me."On Institutional Knowledge: "The future true impactful GTM engineer has enough institutional knowledge of the business, knows how to go find out and fill in the gaps of what they don't know."The Alpha Signal Philosophy: "Clay calls it the alpha signal and really find that thing that really defines, like, this person is telling me they need to get or be involved in the solution that's being offered and that they have the means or will to do so."On Creative Differentiation: "It takes creativity to not be like everybody else and pull news and funding and job changes. It takes creativity to say, look, I'm gonna go out and I'm going to figure out every time someone inserts a geocode radius outside of a conference location in San Jose."The Learning Imperative: "I spent 25% of my existence doing that... When you take the 10 rich companies in the world and they're all focused on the same thing, that's a clue that you probably should be paying attention to it too."On Accessible Learning: "You could, this could be the first time you've ever heard the word GTM engineering. And if you spend enough time, even just open AI with web search, you can, it can teach you how to build clay tables."Referenced tools and resources* Clay: The orchestration powerhouse that can make 72 API calls per row for enrichment* Octave: Most underrated GTM tool for messaging and copywriting* Claude: Superior for copywriting and email generation over other LLMs* Instantly/Maildoso: Email infrastructure and sequencing platform combination* Manus AI: Advanced research platform delivering PhD-level competitive analysis* Apify & Firecrawl: Web scraping tools for unique data acquisition* PandaMatch: Lookalike modeling for prospect identification* HubSpot/Salesforce: CRM platforms (Josh uses both depending on client needs)* Model Context Protocol (MCP): Advanced Claude integration for enhanced workflows* Cursor & Lovable: No-code development tools for rapid prototyping* Delphi: AI training platform Josh used to build his 560,000-word personal AI assistantTimestamps* (01:24) Josh's background: 15 years in insurance building AI before it was cool* (02:07) Definition deep dive: Why GTM engineering is broader than people think* (04:31) The evolution question: From structured enterprise AI to democratic vibe coding* (07:03) Lightning Round: CRM agnostic, Claude for copywriting, Clay for orchestration* (08:55) Most underrated tool: Octave's game-changing impact on messaging* (09:57) System design: Octave brain, Clay orchestration, Instantly distribution* (12:18) The alpha signal methodology: Finding unique intent signals* (14:07) Technology trade-offs: Managing vendor reliability and rapid AI evolution* (16:14) Client adaptation: Balancing multiple stacks and varying organizational maturity* (18:34) First play strategy: Using demo-quality builds to prove value before onboarding* (21:21) Impact metrics: Retention over conversion as agencies become advisors* (24:37) New skills: From prompt engineering to creativity and institutional knowledge* (27:15) Defining creativity: Balancing business understanding with new tool application* (29:30) The 25% rule: Why Josh dedicates 25% of his time exploring new tech* (32:38) Practical advice: Using free ChatGPT as your learning starting point This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit gtmengineerschool.substack.com
    --------  
    34:50

Mais podcasts de Negócios

Sobre GTM Engineer School Podcast

In GTM Engineer School Pod, Jared and Matteo interview seasoned GTM Engineering operators to identify first principles, best practices, tooling, and challenges of building AI-driven workflows. gtmengineerschool.substack.com
Site de podcast

Ouça GTM Engineer School Podcast, The Diary Of A CEO with Steven Bartlett e muitos outros podcasts de todo o mundo com o aplicativo o radio.net

Obtenha o aplicativo gratuito radio.net

  • Guardar rádios e podcasts favoritos
  • Transmissão via Wi-Fi ou Bluetooth
  • Carplay & Android Audo compatìvel
  • E ainda mais funções
Aplicações
Social
v7.23.13 | © 2007-2025 radio.de GmbH
Generated: 11/23/2025 - 8:27:44 AM