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Nov 26, 2025 · 53m · saastr

How We Use 20+ AI Agents for Marketing & Go-to-Market with SaaStr's CEO and Chief AI Officer

Jason Lemkin · 18m spoken
0:00 / 0:00
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In this masterclass, SaaStr's Jason Lemkin and Amelia demonstrate how deploying over 20 specialized AI agents across marketing and go-to-market workflows allows small teams to dramatically scale content, visual design, and outbound personalization while maintaining human-in-the-loop quality control.

How this conversation actually went

Every chapter scored 0–10 on four independent dynamics. Hover any point for the reasoning behind the score. Jason holds 38.4% of the talking time here. How this is scored →

Jason as informed peer 6.0 Guest teaching 3.9 Guest disagreement 0.2 Jason pushing back 0.4
05100:0015:0030:0045:001:53–6:39 · Jason as informed peer 2/10 AI in Go-to-Market Strategy and the Marketing Stack Amelia introduces the session and explains current survey data on AI in GTM, debunking myths that AI content is generic. Lemkin mostly listens as Amelia frames their marketing stack.6:41–10:38 · Jason as informed peer 7/10 Generating B2B Visual Collateral with Reeve.art Amelia walks through using Reeve.art for visual mockups with Replit, and Jason jumps in with deep domain context explaining why custom image LLMs beat consumer tools for B2B pitches.10:40–13:24 · Jason as informed peer 1/10 Event Concept Storyboarding and Asset Upscaling Amelia presents a detailed walkthrough of storyboarding event stage design for SaaStr London and upscaling assets in Photoshop without host intervention.13:24–17:58 · Jason as informed peer 7/10 Building Dynamic Presentations with Gamma Amelia explains dynamic presentations in Gamma. Jason backs this up with revenue context on Gamma hitting $100M ARR and gives actionable tactical advice for beginners.18:00–24:39 · Jason as informed peer 8/10 Scaling Content Creation and Editorial Structuring with Claude Amelia discusses using Claude as an editorial co-pilot, and Jason elaborates on how he tripled content output by feeding specific LP and Crunchbase data into LLMs rather than letting AI write from scratch.24:41–30:43 · Jason as informed peer 8/10 Repurposing Long-Form Video with Opus Pro and Get Recall Jason delivers an extensive masterclass on repurposing long-form webinars into short video clips using Opus Pro and multi-article editorial pieces via Get Recall and Claude.30:47–33:18 · Jason as informed peer 8/10 Orchestration vs. Autopilot: The Myth of Lazy Marketing Responding to an audience question about full automation, Jason strongly rejects the idea of lazy autopilot marketing, insisting human orchestration of agents is mandatory.33:19–41:46 · Jason as informed peer 6/10 Hacking Sales SDR Tools for Hyper-Personalized Marketing Drips Amelia demonstrates how she hacked SDR sequence platforms like Qualified and Agentforce into hyper-personalized marketing drip campaigns, presenting live metrics.41:47–47:39 · Jason as informed peer 7/10 The Convergence of Sales, Marketing, and Customer Support Jason and Amelia discuss the blurring boundary between sales, marketing, and customer support, noting how customer service agents are turning into lead-generation funnels.1:53–6:39 · Guest teaching 4/10 AI in Go-to-Market Strategy and the Marketing Stack Amelia introduces the session and explains current survey data on AI in GTM, debunking myths that AI content is generic. Lemkin mostly listens as Amelia frames their marketing stack.6:41–10:38 · Guest teaching 3/10 Generating B2B Visual Collateral with Reeve.art Amelia walks through using Reeve.art for visual mockups with Replit, and Jason jumps in with deep domain context explaining why custom image LLMs beat consumer tools for B2B pitches.10:40–13:24 · Guest teaching 5/10 Event Concept Storyboarding and Asset Upscaling Amelia presents a detailed walkthrough of storyboarding event stage design for SaaStr London and upscaling assets in Photoshop without host intervention.13:24–17:58 · Guest teaching 4/10 Building Dynamic Presentations with Gamma Amelia explains dynamic presentations in Gamma. Jason backs this up with revenue context on Gamma hitting $100M ARR and gives actionable tactical advice for beginners.18:00–24:39 · Guest teaching 4/10 Scaling Content Creation and Editorial Structuring with Claude Amelia discusses using Claude as an editorial co-pilot, and Jason elaborates on how he tripled content output by feeding specific LP and Crunchbase data into LLMs rather than letting AI write from scratch.24:41–30:43 · Guest teaching 3/10 Repurposing Long-Form Video with Opus Pro and Get Recall Jason delivers an extensive masterclass on repurposing long-form webinars into short video clips using Opus Pro and multi-article editorial pieces via Get Recall and Claude.30:47–33:18 · Guest teaching 2/10 Orchestration vs. Autopilot: The Myth of Lazy Marketing Responding to an audience question about full automation, Jason strongly rejects the idea of lazy autopilot marketing, insisting human orchestration of agents is mandatory.33:19–41:46 · Guest teaching 6/10 Hacking Sales SDR Tools for Hyper-Personalized Marketing Drips Amelia demonstrates how she hacked SDR sequence platforms like Qualified and Agentforce into hyper-personalized marketing drip campaigns, presenting live metrics.41:47–47:39 · Guest teaching 4/10 The Convergence of Sales, Marketing, and Customer Support Jason and Amelia discuss the blurring boundary between sales, marketing, and customer support, noting how customer service agents are turning into lead-generation funnels.1:53–6:39 · Guest disagreement 1/10 AI in Go-to-Market Strategy and the Marketing Stack Amelia introduces the session and explains current survey data on AI in GTM, debunking myths that AI content is generic. Lemkin mostly listens as Amelia frames their marketing stack.6:41–10:38 · Guest disagreement 0/10 Generating B2B Visual Collateral with Reeve.art Amelia walks through using Reeve.art for visual mockups with Replit, and Jason jumps in with deep domain context explaining why custom image LLMs beat consumer tools for B2B pitches.10:40–13:24 · Guest disagreement 0/10 Event Concept Storyboarding and Asset Upscaling Amelia presents a detailed walkthrough of storyboarding event stage design for SaaStr London and upscaling assets in Photoshop without host intervention.13:24–17:58 · Guest disagreement 0/10 Building Dynamic Presentations with Gamma Amelia explains dynamic presentations in Gamma. Jason backs this up with revenue context on Gamma hitting $100M ARR and gives actionable tactical advice for beginners.18:00–24:39 · Guest disagreement 0/10 Scaling Content Creation and Editorial Structuring with Claude Amelia discusses using Claude as an editorial co-pilot, and Jason elaborates on how he tripled content output by feeding specific LP and Crunchbase data into LLMs rather than letting AI write from scratch.24:41–30:43 · Guest disagreement 0/10 Repurposing Long-Form Video with Opus Pro and Get Recall Jason delivers an extensive masterclass on repurposing long-form webinars into short video clips using Opus Pro and multi-article editorial pieces via Get Recall and Claude.30:47–33:18 · Guest disagreement 1/10 Orchestration vs. Autopilot: The Myth of Lazy Marketing Responding to an audience question about full automation, Jason strongly rejects the idea of lazy autopilot marketing, insisting human orchestration of agents is mandatory.33:19–41:46 · Guest disagreement 0/10 Hacking Sales SDR Tools for Hyper-Personalized Marketing Drips Amelia demonstrates how she hacked SDR sequence platforms like Qualified and Agentforce into hyper-personalized marketing drip campaigns, presenting live metrics.41:47–47:39 · Guest disagreement 0/10 The Convergence of Sales, Marketing, and Customer Support Jason and Amelia discuss the blurring boundary between sales, marketing, and customer support, noting how customer service agents are turning into lead-generation funnels.1:53–6:39 · Jason pushing back 0/10 AI in Go-to-Market Strategy and the Marketing Stack Amelia introduces the session and explains current survey data on AI in GTM, debunking myths that AI content is generic. Lemkin mostly listens as Amelia frames their marketing stack.6:41–10:38 · Jason pushing back 1/10 Generating B2B Visual Collateral with Reeve.art Amelia walks through using Reeve.art for visual mockups with Replit, and Jason jumps in with deep domain context explaining why custom image LLMs beat consumer tools for B2B pitches.10:40–13:24 · Jason pushing back 0/10 Event Concept Storyboarding and Asset Upscaling Amelia presents a detailed walkthrough of storyboarding event stage design for SaaStr London and upscaling assets in Photoshop without host intervention.13:24–17:58 · Jason pushing back 1/10 Building Dynamic Presentations with Gamma Amelia explains dynamic presentations in Gamma. Jason backs this up with revenue context on Gamma hitting $100M ARR and gives actionable tactical advice for beginners.18:00–24:39 · Jason pushing back 0/10 Scaling Content Creation and Editorial Structuring with Claude Amelia discusses using Claude as an editorial co-pilot, and Jason elaborates on how he tripled content output by feeding specific LP and Crunchbase data into LLMs rather than letting AI write from scratch.24:41–30:43 · Jason pushing back 0/10 Repurposing Long-Form Video with Opus Pro and Get Recall Jason delivers an extensive masterclass on repurposing long-form webinars into short video clips using Opus Pro and multi-article editorial pieces via Get Recall and Claude.30:47–33:18 · Jason pushing back 2/10 Orchestration vs. Autopilot: The Myth of Lazy Marketing Responding to an audience question about full automation, Jason strongly rejects the idea of lazy autopilot marketing, insisting human orchestration of agents is mandatory.33:19–41:46 · Jason pushing back 0/10 Hacking Sales SDR Tools for Hyper-Personalized Marketing Drips Amelia demonstrates how she hacked SDR sequence platforms like Qualified and Agentforce into hyper-personalized marketing drip campaigns, presenting live metrics.41:47–47:39 · Jason pushing back 0/10 The Convergence of Sales, Marketing, and Customer Support Jason and Amelia discuss the blurring boundary between sales, marketing, and customer support, noting how customer service agents are turning into lead-generation funnels.

speaking balance: gold is Jason, purple is the guest (3 minute bins)

0:00 · Jason 41.9% · guest 58.1%0:00 · Jason 41.9% · guest 58.1%3:00 · Jason 0% · guest 100%3:00 · Jason 0% · guest 100%6:00 · Jason 0% · guest 100%6:00 · Jason 0% · guest 100%9:00 · Jason 36.6% · guest 63.4%9:00 · Jason 36.6% · guest 63.4%12:00 · Jason 0% · guest 100%12:00 · Jason 0% · guest 100%15:00 · Jason 52.4% · guest 47.6%15:00 · Jason 52.4% · guest 47.6%18:00 · Jason 35.3% · guest 64.7%18:00 · Jason 35.3% · guest 64.7%21:00 · Jason 29.7% · guest 70.3%21:00 · Jason 29.7% · guest 70.3%24:00 · Jason 78.3% · guest 21.7%24:00 · Jason 78.3% · guest 21.7%27:00 · Jason 100% · guest 0%27:00 · Jason 100% · guest 0%30:00 · Jason 82% · guest 18%30:00 · Jason 82% · guest 18%33:00 · Jason 48.7% · guest 51.3%33:00 · Jason 48.7% · guest 51.3%36:00 · Jason 19.8% · guest 80.2%36:00 · Jason 19.8% · guest 80.2%39:00 · Jason 7.7% · guest 92.3%39:00 · Jason 7.7% · guest 92.3%42:00 · Jason 42.6% · guest 57.4%42:00 · Jason 42.6% · guest 57.4%45:00 · Jason 44.1% · guest 55.9%45:00 · Jason 44.1% · guest 55.9%48:00 · Jason 0% · guest 100%48:00 · Jason 0% · guest 100%51:00 · Jason 78.3% · guest 21.7%51:00 · Jason 78.3% · guest 21.7%
Sharpest disagreement ▶ 31:12 Pushing back against audience requests for zero-touch automation

Amelia relays chat inquiries asking if AI workflows can be fully autonomous, prompting Jason to forcefully push back against the concept of lazy autopilot marketing.

 Hardest push from Jason ▶ 31:25 Rejecting autopilot marketing premise

Jason refuses the notion that tools like Agentforce or Replit can run unsupervised, asserting that 20 to 30 minutes of daily manual orchestration is non-negotiable.

 Biggest teaching moment ▶ 39:00 Repurposing sales sequence tools for marketing drips

Amelia breaks down her workflow using Qualified and Agentforce to run high-converting personalized email drips rather than standard bulk marketing software.

 Jason holds their own ▶ 20:40 Detailed method for data-rich content scaling

Jason outlines his precise method of tripling content leverage by synthesizing raw venture LP data from Venrock and Crunchbase through Claude.
the scores for every segment, with the reasoning behind each
ChapterTopicJason as informed peerGuest teachingGuest disagreementJason pushing backWhy
AI in Go-to-Market Strategy and the Marketing Stack 2410 Amelia introduces the session and explains current survey data on AI in GTM, debunking myths that AI content is generic. Lemkin mostly listens as Amelia frames their marketing stack.
Generating B2B Visual Collateral with Reeve.art 7301 Amelia walks through using Reeve.art for visual mockups with Replit, and Jason jumps in with deep domain context explaining why custom image LLMs beat consumer tools for B2B pitches.
Event Concept Storyboarding and Asset Upscaling 1500 Amelia presents a detailed walkthrough of storyboarding event stage design for SaaStr London and upscaling assets in Photoshop without host intervention.
Building Dynamic Presentations with Gamma 7401 Amelia explains dynamic presentations in Gamma. Jason backs this up with revenue context on Gamma hitting $100M ARR and gives actionable tactical advice for beginners.
Scaling Content Creation and Editorial Structuring with Claude 8400 Amelia discusses using Claude as an editorial co-pilot, and Jason elaborates on how he tripled content output by feeding specific LP and Crunchbase data into LLMs rather than letting AI write from scratch.
Repurposing Long-Form Video with Opus Pro and Get Recall 8300 Jason delivers an extensive masterclass on repurposing long-form webinars into short video clips using Opus Pro and multi-article editorial pieces via Get Recall and Claude.
Orchestration vs. Autopilot: The Myth of Lazy Marketing 8212 Responding to an audience question about full automation, Jason strongly rejects the idea of lazy autopilot marketing, insisting human orchestration of agents is mandatory.
Hacking Sales SDR Tools for Hyper-Personalized Marketing Drips 6600 Amelia demonstrates how she hacked SDR sequence platforms like Qualified and Agentforce into hyper-personalized marketing drip campaigns, presenting live metrics.
The Convergence of Sales, Marketing, and Customer Support 7400 Jason and Amelia discuss the blurring boundary between sales, marketing, and customer support, noting how customer service agents are turning into lead-generation funnels.

Statements from this episode (10)

Assertion Supported
Lemkin: Reeve.art built its own proprietary image models
“Just to add the inside tip for guys that might not, you know, for Reeve.art, it is a team that built their own image LLMs. It's not the same stuff.”
Jason Lemkin Nov 26, 2025 ▶ 9:33
Opinion
Lemkin: Reeve.art is likely much better than ChatGPT for B2B
“I think for B to B use cases for real business stuff, the 95% chance is going to be much better than what you get out of chat.”
Jason Lemkin Nov 26, 2025 ▶ 9:59
Assertion Supported
Lemkin: Gamma reached $100M ARR and raised at a $2B valuation
“They just said they crossed a hundred million AR this year and raised around at two billion.”
Jason Lemkin Nov 26, 2025 ▶ 16:30
Assertion Open · timeframe Nov 2025
Lemkin: SaaStr Tripled Its Content Output Using AI
“What we've been able to do is triple our content output with AI.”
Jason Lemkin Nov 26, 2025 ▶ 19:57
Insight
Lemkin: Use AI to Turbocharge Original Content, Not Generate Core Ideas
“That's what you really want to do is to Is for AI to be your steroids for content creation, not to create the core nucleus that becomes trite and boring”
Jason Lemkin Nov 26, 2025 ▶ 20:50
Disclosure
Lemkin: SaaStr Runs 20 AI Agents in Active Production
“We have 20 in production. Here's the thing. This includes Replit. This includes Opus. This includes Agent Force and Artisan and Qualified, all the tools we love to death.”
Jason Lemkin Nov 26, 2025 ▶ 31:24
Insight
Lemkin: AI Tools Enable Higher Marketing Volume and Quality, Not Autopilot
“As great as these tools are, they do not enable lazy marketing. What they enable is better marketing and much more of it. Everyone wants an autopilot. Everyone wants to buy a tool and disappear. It does not work that way.”
Jason Lemkin Nov 26, 2025 ▶ 31:48
Prediction Not checkable as stated
Lemkin: Sales and marketing software tools will converge next year
“That's a hack today. It feels like a hack, but it won't be a hack next year. These will Converge.”
Jason Lemkin Nov 26, 2025 ▶ 42:28
Assertion Not checkable as stated
Lemkin: AI has already erased sales, marketing, and support boundaries in e-commerce
“And like, I do know I've done a lot of investments in the SaaS side of e-commerce where there's high volume and already tons of AI and already there is no difference between sales, marketing, and support for a variety of reasons.”
Jason Lemkin Nov 26, 2025 ▶ 42:34
Prediction Not checkable as stated
Lemkin: Support will become a lead generation tool through AI convergence
“Support as these things converge. Marketers and sales folks don't think about support. It will become a lead generation tool for you. And it already is with our agents.”
Jason Lemkin Nov 26, 2025 ▶ 52:22
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