AI and Software
AI vs software (SaaS disruption)
AI's threat or boost to software companies, seat-based pricing
- Episodes
- 89
- Share
- 9.5%
- Shows
- 70
- Net sentiment
- −0.12
Up from 7.8% of episodes in the weeks before; net sentiment was −0.11.
Bullish 11Mixed 43Neutral 15Bearish 20
5 weeks
Share of each week's episodes, and net sentiment.
0%5%
Sep 21Sep 28Oct 5Oct 12Oct 19
Net sentiment
−10+1
Sep 21Sep 28Oct 5Oct 12Oct 19
The episodes behind it
Why each one was bullish, bearish or in between. Most time on the theme first.
Bullish 11
- Datadog benefits as AI adds complex systems needing monitoring, positioning it to grow with AI adoption.Datadog Stock: Is It Too Late to Buy This AI Winner? · Going Public With Ross Mandell · Oct 22
- Argues vertical AI-native platforms beat horizontal AI tools and legacy incumbents for specialized financial workflows.Olivier Babin & Naunidh Nallah – Tetrix (EP.87) · Investment Management Operations · Oct 20
- Security stocks rebounded as AI threats raised demand for cybersecurity, countering fears that AI would erode software incumbents.The Real AI Threat Is Two Dudes and a GPU with Damien Lewke, CEO & Founder of Nebulock · RiskReversal Pod · Oct 21
- Vertical cloud software with applied AI is expected to displace Excel and legacy internal systems, accelerating adoption.[REPLAY] DealCloud - Ben Harrison (Dealcloud), (S3. Sponsored Insight) · Capital Allocators · Oct 22
- Vertical SaaS vendors repositioned as AI-native products are argued to gain value rather than be displaced.AI Tools for the Investment Firm – Ben Harrison (EP.522) · Capital Allocators · Oct 22
- Vertical SaaS firms are repositioned as AI-native, with the speaker arguing AI commands higher prices and value.AI in the Investment Firm – Ben Harrison (EP.522) · Capital Allocators – Inside the Institutional Investment Industry · Oct 22
Show 5 moreShow fewer
- Miller argues existing SaaS tools persist and gain value from AI, making enterprise monetization attractive.61: Josh Miller - A Good Rectangle · Dialectic · Oct 22
- Software ETF IGV showed relative strength and bullish technical setups versus weaker chips.Nasdaq Pops 1.1%, Fueled By SpaceX Earnings: Salesforce, ADI, Qualys In Focus · Stock Market Today With IBD · Oct 21
- Short squeeze in software stocks is lifting prices after prior AI-driven selloff.Is Inflation About to Derail the Rally? with Andreas Steno | Macro Mondays - Oct. 19, 2026 · Real Vision · Oct 19
- Palantir software integrates acquired businesses and Regna AI could become a paid external product.Ondas Is Building the Next Anduril With 20 Acquisitions in 2 Years · The Deep End: Stock and Earnings Analysis from Futurum Equities · Oct 19
- Software stocks are broadening into buy zones and holding up better than the broader tech market.Mixed Signals With Big Earnings Due; CrowdStrike, Ethos, CSX, Microsoft In Focus · Stock Market Today With IBD · Oct 23
Bearish 20
- Hosts argue AI threatens many SaaS businesses through vibe coding, commoditization and seat-based revenue erosion.Episode 855 | The Eight SaaS Moats that Still Work in the Age of AI · Startups For the Rest of Us · Oct 20
- AI labs and vibe-coding tools threaten Wix's website-builder business, pressuring its growth and valuation.Wix at 7.5x Free Cash Flow: Deep Value or Value Trap? · Chip Stock Investor Podcast · Oct 19
- Discussion frames AI chat as a threat to Google's search business and its ad-driven model.Interview. Eric Seufert on Whether AI Will Destroy Google's Search Monopoly · The Synopsis · Oct 22
- Galloway argues frontier AI labs' valuations are unsustainable as cheaper open-weight models erode their margins and share.Can OpenAI and Anthropic Justify Their Valuations? + Flock, Privacy, and Plummeting Crime · The Prof G Pod with Scott Galloway · Oct 19
- Host expects AI to commoditize tier-one IT work and push prices for MSP services down.Episode 372 - Orchestration · CIAOPS - Need to Know podcasts · Oct 24
- Speakers expect AI to disrupt many SaaS products and drive consolidation, threatening software terminal values.Arvind Krishna & Nikesh Arora: Quantum Threat, Open vs Frontier AI, AI Cyber Warfare & SaaS Collapse · All-In Podcast · Oct 21
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- Speakers see AI clones and labs pressuring SaaS, though a few software businesses may survive.Which Businesses Will Survive AI? | Michael Dempsey · Empire · Oct 19
- App-layer value is dropping as AI abstracts apps away, threatening traditional software businesses.What Happens When Al Agents Can Spend Your Money? · The a16z Show · Oct 19
- AI may replace many software vendors, forcing consolidation and making terminal value of SaaS unclear.Arvind Krishna & Nikesh Arora: Quantum Threat, Open vs Frontier AI, AI Cyber Warfare & SaaS Collapse · All-In with Chamath, Jason, Sacks & Friedberg · Oct 21
- AI labs may release products that pressure software companies, so adapters must be carefully identified.Citrini: Monkeys Are The Next Bottleneck | Citrini on AI Drug Discovery Experiment & Reflexive Financing Risk to AI Buildout & Hardware Trade · Monetary Matters with Jack Farley · Oct 25
- Open-weight models could commoditize closed model moats and pressure software valuations.AI Bubble's Hidden Liabilities: 75¢ of Every $1 Is Circular · Deep Values · Oct 24
- Claude expanding into documents, design and slides threatens Adobe, Notion and Microsoft-style software budgets.No One Likes Any of Sam Altman’s 3 AI Endgames | TWiAI E36 · This Week in AI · Oct 22
- Speakers see SaaS vendors bloating products and raising prices, while AI lowers the barrier to building replacements.Microsoft AI, model routing, and the move toward portable workflows · The Intelligence Age · Oct 19
- Pure software investors are at risk as value shifts to intelligence and hardware layers.20VC: Why Robotics Will be 100x Bigger than Coding Agents | Inference Will Be a $10TRN Market: What No One Sees | Why Software Investors are F***** Today with Naveen Rao, Unconventional · 20VC · Oct 24
- Peter Levels argues SaaS is threatened by AI, and the hosts mostly agree software looks unattractive.We spent 8 hours finding the best stuff on X. Here it is. · My First Million · Oct 23
- Felix expects low-quality software to disappear as AI lets people build replacements, pressuring weak incumbents.Claude Engineering Lead: "Stop Using Claude Like It’s 2024" · Silicon Valley Girl: AI, Tech and Career Growth · Oct 23
- Hosts argue AI agents will replace legacy software vendors and Google products.Meta Made A Frontier Model, Google Still Can't Even With Gemini 4 · Nerd Snipe with Theo and Ben · Oct 22
- Software is described as incredibly challenged, weighing on Zoom and similar names.Will the AI Trade Resume? The Investment Committee Weighs in 10/21/26 · Halftime Report · Oct 21
- Character AI's bankruptcy is framed as evidence that second-tier AI companies lack sustainable economics.This Dum Week 2026-10-18 · This Dum Week · Oct 19
- Agents bypassing ads and search threaten the ad-driven revenue model of Amazon and Google.AI Agents Meet Reality: Access, Economics and Infrastructure · Techstrong Gang · Oct 19
Mixed 43
- Guest argues AI threatens stagnant SaaS but opens a large new agent TAM for incumbents who adapt.E446: Vista Equity President: The Death of SaaS? AI Agents and the $3 Trillion Opportunity · How I Invest with David Weisburd · Oct 23
- Field argues SaaS is not dead but some companies will struggle; founder-led, embedded products can thrive.Dylan Field: Is AI Replacing Designers?, Design is the New Code & Democratizing Creativity · All-In Podcast · Oct 19
- Salesforce's new fees on external AI agents test whether SaaS can monetize AI-driven usage of its data.1Password’s Potential IPO, Salesforce Customers Brace for New Claude Fees, Investors Await Anthropic S1 · The Information's TITV · Oct 23
- Software selloff on AI fears is seen as overdone by the CEO, yet he admits risks to enterprise software models.Software Stocks Crashed. This CEO Says the Business Has Never Been Stronger · In the Money with Amber Kanwar · Oct 22
- Fast AI growth at startups contrasts with slower incumbent software, while moats face disruption risk.AI’s Next Winners: Signals From Private Markets · Thoughts on the Market · Oct 20
- Software multiples have compressed sharply despite strong growth, reflecting investor fears that AI disrupts traditional SaaS.Christina Cacioppo - Building an Enduring Software Company in the Age of AI - [Invest Like the Best, EP.496] · Invest Like the Best with Patrick O'Shaughnessy · Oct 20
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- Software multiples have collapsed despite strong growth, while Vanta races to rebuild its product around agents.Christina Cacioppo - Building an Enduring Software Company in the Age of AI - [Invest Like the Best, EP.496] · Invest Like the Best · Oct 20
- Software multiples have compressed sharply despite strong growth and margins, pressuring SaaS firms to rethink their products.Christina Cacioppo - Building an Enduring Software Company in the Age of AI - [Invest Like the Best, EP.496] · Invest Like the Best · Oct 20
- Guest argues SaaS is not dead but some companies will struggle; founder-led, specialized products can still grow.Dylan Field: Is AI Replacing Designers?, Design is the New Code & Democratizing Creativity · All-In Podcast · Oct 19
- Field argues SaaS is not dead, citing founder-led companies and embedded UX, while others see the SaaSpocalypse thesis.Dylan Field: Is AI Replacing Designers?, Design is the New Code & Democratizing Creativity · All-In with Chamath, Jason, Sacks & Friedberg · Oct 19
- Marketing automation may be obsolete within a year, threatening incumbents while agents open new channels.SaaStr 883: The AEO Playbook: How to Get Picked by Agents (The Agents #017) · The Official SaaStr Podcast: SaaS | Founders | Investors · Oct 23
- AI agents reading inboxes may erode email channel value, though hosts see inbox persistence.Every's CEO says the newsletter is dead. Is he right? · 'LetterLand · Oct 21
- Discussion of whether done-for-you AI services can become pure software, and the role of human judgment.#2308 $570K/Year in a Month: One Guy + Claude Runs a 30-Client Agency · Startup Stories - Mixergy · Oct 20
- Salesforce's agent AI competes with Veeva, but Veeva's customized life-sciences focus keeps it defensible.Veeva Systems (VEEV) Up 77%: What We Learned · The 7investing Podcast · Oct 23
- Host and guest acknowledge uncertainty about what happens to SaaS, but argue people still need tools.The Browser Is Becoming an AI Workspace: Inside Atlassian’s Dia · The Ravit Show · Oct 22
- Agentic commerce may disrupt retail platforms, reducing retailers to selection, price and delivery.The Future of Luxury Beauty: Winning in the Age of Omnichannel, AI & Social Commerce (Mikael Brakker, Europe E-Commerce Channel & Amazon Director, Luxe Division at L'Oréal) · The CPG View · Oct 22
- Pricing is moving from seats toward consumption and outcomes, while headless software and AI front ends threaten legacy platforms.Klaviyo · BIG IDEAS BY NEW ECONOMIES · Oct 22
- Mid-tier SaaS may be replaced by custom builds, but entrenched enterprise systems are seen as durable.AI for the Fortune 2000: How Tenex Builds an AI-Native SDLC — Alex Lieberman & CJ Hess · Latent Space · Oct 21
- Subscription and hybrid licensing models are debated, with recurring software revenue seen as attractive but fatiguing.The Robot Software Tax That Is Killing Margins · The Robotics Business with Fexingo: Automation, Industrial Robots, and Hardware Startups · Oct 20
- Speakers argue Microsoft ecosystem is entrenched and safer, while tool-selling AI add-ons face pressure and consolidation.EP52 - I'm Training AI to Replace My Own Business · Impact of AI:Explored · Oct 20
- Yahoo competes with AI answer engines but is positioned as a trusted consumer brand with defensible data.Apollo’s Yahoo Playbook, 5 Years After the $5B Deal · Sourcery · Oct 19
- Software stocks sold off on AI fears, though hosts think some segments like cybersecurity may benefit.Bumble to be Acquired by Ithaca Holdings for $1.3 Billion – The Special Situations Report Episode #73 · The Special Situations Report · Oct 19
- Shift from seat pricing to usage credits raises questions about how software vendors monetize AI.HubSpot updates, HubSpot Credits, a Deep Dive, and Our Thoughts · The HubHeroes Podcast · Oct 19
- Startups can outrun incumbents, but incumbents may struggle to change workflows quickly enough.The New Startup Playbook | Box CEO Aaron Levie · The a16z Show · Oct 25
- Frontier labs moving into legal apps hit public legal tech stocks, while Legora sees strong demand.Meta’s AI Funding Push, a Major PHP Security Flaw and Tesla’s Flat Revenue & Positive Free Cash Flow · The Information's TITV · Oct 22
- Argues building in-house sourcing tools to replace paid software is often a poor use of time.What a Talent Engineer at Zapier Builds Instead of Another AI Sourcing Tool | Dan McCarthy · Unlocked Professional: AI and the Future of Hiring · Oct 21
- SaaS disruption fears are overstated, but seat-based enterprise suites face questions as AI spreads.GE & GM Earnings and Deals, Deals, Deals · Motley Fool Hidden Gems Investing · Oct 20
- Brokers' moats feared eroded by AI, but speakers argue brokers own the customer relationship and may benefit.Ep321 Dave Walsh & Graeme Newman Kantara Capital: Pull, not Push · The Voice of Insurance · Oct 20
- Speakers note AI has not yet produced an explosion of quality apps, though many niche apps may exist unseen.What Senior Engineers Are Actually Doing About AI · A Life Engineered · Oct 19
- AI tools tap headcount budgets, which could grow software spending but also reshape seat-based SaaS economics.The 20-Year Bet to Make Fusion Energy Work | Jeff Lawson · Grit · Oct 19
- Applications may fade as agents act on data, but software copycats and personalized apps remain plausible.What It Takes to Win as a Founder | Ben Horowitz · The a16z Show · Oct 24
- Everyone can now build dashboards, so getting others to adopt software is the real challenge.You are the Team — Anekha Sokhal, Moshi · Latent Space · Oct 22
- Concentrated AI spending by a small group of users poses revenue concentration risk to model makers.SpaceX’s Tesla Tie-Up, Muse Momentum, and AI’s 1% 10/21/26 · The Exchange · Oct 21
- Shift from seat-based to per-interaction agent pricing creates uncertainty for enterprise software economics.AI Cyberattacks, Anthropic’s $500B Bet and the New Cost of AI Agents · AI Proving Ground Podcast: Exploring Artificial Intelligence & Enterprise AI with World Wide Technology · Oct 24
- Hosts debate whether vibe coding and AI harm or help software, with SaaS-is-dead framing questioned.Cybersecurity Panic, Nationalizing AI, The Model Squeeze & Can't Own Anything · Empire · Oct 23
- Netcall looks sticky and well-priced, while AI disruption risk to software and services is acknowledged.2518: 2 P's on a Pod: Small Cap Investing with Paul Hill & Paul Scott · The Vox Markets Podcast · Oct 23
- Incumbents must change operating cadence and defend moats like data and system-of-record status against disruption.The New Apex Predator: CrowdStrike CEO George Kurtz on Adversaries Armed With AI Agents · No Priors · Oct 22
- Kurtz says incumbents must become agile and data moats matter, but disruption is a constant threat.The New Apex Predator: CrowdStrike CEO George Kurtz on Adversaries Armed With AI Agents · No Priors: Artificial Intelligence | Technology | Startups · Oct 22
- Hosts argue hardware is becoming more attractive versus software as AI erodes software moats, while noting software R&D costs are real.The Business of Drone Autonomy: Hardware, Defense, and AI | Stefan Hrabar, Emesent · The Drone Ultimatum · Oct 19
- AI-native vertical apps like Legora and Harvey can grow very large, though competition is intense.20VC: You Need $1BN To Do Seed Today: The Untold Truths of Venture | Who Wins and Who Loses in the Next Decade of VC | Why Margin and Price Matter Less in a World of AI with Sameer Dholakia, Bessemer · 20VC · Oct 19
- Companies must rebuild software to be agent-capable, creating both threats to incumbents and opportunities.Amazon CEO Andy Jassy on Why Amazon Is Investing $220 Billion in AI · The a16z Show · Oct 23
- Existing companies must reinvent products with AI or risk losing ground to AI-native startups.Amazon CEO Andy Jassy on Why Amazon Is Investing $220 Billion in AI · The a16z Show · Oct 23
- Guests argue AI coding raises spend and bug risk without clear downstream software quality gains."You Can See Everything" Sparks Debate, 17% GDP Growth Please, Call of Duty Campaign Review | Katie Drummond, Bing Gordon, Daksh Gupta, Jean-Denis Greze, Quinten Farmer · TBPN · Oct 19
Neutral 15
- Discussed as enterprise software adoption and licensing value rather than market-level disruption.Measuring the Business Value of Copilot · The Copilot Briefing · Oct 20
- Covers how Copilot and SharePoint features are configured inside Microsoft 365, not market impact.Episode 147 – Enhance Restricted Content Discovery Update · Microsoft 365 Voice · Oct 23
- Discussion centers on how AI reshapes security and engineering roles and vendor operating models, without a clear market lean.From The Field at DASH 2026 | Olivier Pomel & Alexis Lê-Quôc on Betting Datadog on One Platform · KBKAST · Oct 23
- Discussion covers how Salesforce platform and partner integrations fit into AI-driven interfaces, without a clear investment call.Salesforce VP: What Claudeforce Changes for Customers and Partners | Nia Samady · The AI Report · Oct 22
- Discusses how AI is changing software development lifecycles and security practices across the industry.Democratizing Security for the Agentic Web with CloudFlare CTO Dane Knecht · No Priors · Oct 23
- Discussion centers on how businesses adapt their sites and offers to agents rather than software valuations.Amazon & Delta Are Blocking AI Agents. How to Win Anyway. · The Startup Ideas Podcast · Oct 21
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- Covers workflow documentation and tool selection for advisory firms adopting AI.What RIAs Should Build Before Chasing AI with Marcos Segrera · Next Mile · Oct 20
- Discussion centers on how Atlassian's platform and context data position it within AI-driven workflows, without a clear valuation view.How Atlassian Is Building the Future of Human-AI Collaboration · The Ravit Show · Oct 20
- Discussion of how agents change merchant websites and the shopping interface, without a clear investing angle.Visa on Trust as the Key to Agentic Commerce · Tech Disruptors · Oct 22
- Cognition's new industry-vertical initiative reflects AI adoption across sectors, discussed without a clear investing verdict.Matthew Prince on PHP2Shell, iPhone Duo Early Reactions, Meta Unveils New Class C Stock | Matthew Prince, Kevin Weil, MC Lader, Dillon Baxter, Richard Starson, Brian Manning · TBPN · Oct 22
- Discussed only as a backdrop to agent-driven shopping and changing discovery; no direct investing angle.Episode 352 - Is Agentic Commerce a Mirage? Jason & Scot Debate It Live · The Jason & Scot Show - E-Commerce And Retail News · Oct 20
- Discussed only as context for Microsoft's AI focus, with no clear investing verdict.Inside Asha Sharma's Overhaul of Xbox | Fortune Daily · Fortune Daily · Oct 22
- Discussion of cybersecurity firms' AI exposure, with limited investing conclusions drawn.Why AI Compute Comes in Rectangles — Erik Bernhardsson, Modal CEO · Latent Space · Oct 22
- Discussed only as background; no clear investing lean on software companies is argued.Cybersecurity Red Alert, SpaceX Earnings, OpenAI Strikes Google Deal | Diet TBPN · TBPN · Oct 21
- Hosts discuss AI replacing expert work in passing without a clear investing angle.ASML – The Machine Behind the Machines · Up Against Reality · Oct 20
Around it
Companies named
Shows that covered it most
- The a16z Show5
- All-In Podcast3
- TBPN3
- Latent Space3
- All-In with Chamath, Jason, Sacks & Friedberg2
- 20VC2
Travels with
Themes in the same episodes, against chance.
Themes, sentiment and reasons are AI-written paraphrases, checked so they never quote an episode. They may contain errors. Not investment advice. Episodes remain the property of their creators.
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