What Part Of Your Company Would You Rebuild From Scratch With AI?
16 min
•Jul 21, 20267 days agoSummary
The hosts discuss which company departments would be rebuilt from scratch with AI, focusing on IT, product, and recruiting teams as prime candidates for AI-native transformation. They explore how AI is being used for corporate development and M&A outreach, including a live acquisition strategy targeting European performance marketing agencies. The episode also covers observations from a Moz conference, including thoughts on Moz's product direction and Profound's aggressive marketing spend.
Insights
- IT and product teams are the most likely to be disrupted first by AI because they are often the least AI-native and actively resist change, slowing down the rest of the business.
- AI-powered recruiting can replace entire talent teams by enabling hyper-personalised outreach — including custom landing pages per candidate — dramatically reducing screening time and improving conversion.
- Corporate development is being automated end-to-end: AI can scrape public financial data in European markets, identify acquisition targets, enrich contact data, and handle initial outreach, removing the need for expensive corp dev headcount.
- The 'dentist model' is emerging as the future of agency work — AI handles routine execution (hygienist work) while humans focus on high-judgment, strategic decisions (dentist work).
- Strong brand alone is insufficient in the SEO tools market; Moz's struggle to articulate product differentiation signals that the SEO software space is lagging in AI-native product development.
Trends
AI-native team restructuring: companies are replacing non-AI-adapted employees rather than retraining them, particularly in product and ITHyper-personalised AI recruiting outreach replacing traditional screening pipelines and talent teamsAI-driven M&A sourcing using public financial data scraping to identify and contact acquisition targets at scaleFounder-to-founder deal-making replacing corp dev teams for initial acquisition outreachAgency roll-up strategies targeting regional performance marketing firms for cross-sell synergiesAI visibility and GEO (Generative Engine Optimisation) features becoming table stakes for SEO platformsAggressive event sponsorship by well-funded AI startups (e.g. Profound) to capture SEO market mindshareThe 'dentist model' emerging as a framework for human-AI collaboration in professional servicesSEO software sector perceived as lagging behind broader AI product development trendsInterns and junior employees outperforming senior product staff due to AI tool fluency, accelerating generational workforce shifts
Topics
AI-native company rebuilding by departmentAI-powered recruiting and candidate personalisationCorporate development automation with AIEuropean agency M&A acquisition strategyPerformance marketing agency roll-up modelAI scraping of public European company financial dataProduct team restructuring and AI adoption resistanceThe dentist model for human-AI collaboration in agenciesMoz conference observations and product positioningProfound AI marketing spend and event sponsorship strategySEO software product development lagAI visibility dashboards and GEO tracking in SEO toolsFounder-led M&A outreach vs. corp dev teamsCross-selling clients across acquired regional agenciesAdapt-or-die workforce dynamics in AI era
Companies
Moz
Discussed after a conference visit; questioned on product differentiation and relevance in the AI-era SEO market.
Profound
Marquee sponsor of the Moz conference; noted for heavy marketing spend post-Sequoia raise and AI visibility product.
Semrush
Mentioned as a historical competitor to Moz in the SEO tools market.
Ahrefs
Referenced as a competitor that disrupted Moz; Profound reportedly ran anti-Ahrefs truck ads at their conference.
Ziff Davis
Identified as the acquirer of Moz, with the hosts suggesting its ownership may help Moz stabilise product development.
Sequoia
Mentioned as the VC firm that funded Profound, enabling its aggressive event sponsorship and marketing spend.
NP Digital
Neil Patel's agency, referenced in the context of acquiring European performance marketing agencies for expansion.
People
Neil Patel
Co-host discussing AI team restructuring, European M&A strategy, and observations from the Moz conference.
Willow
Moz GM met at the conference; praised by the host as capable of steering the company's product turnaround.
Josh
Profound team member met at the Moz conference; described as very smart by the host.
Quotes
"It's either adapt or die. I hate to say it, but that's reality."
Neil Patel
"Nobody gives a poo poo about your brand if your product ain't good."
Eric Siu
"You're going to have more and more people that are strategic, that can be like the dentist. And most of the hygienist work is going to be done by robots."
Eric Siu
"Instead of having a massive corp dev team fielding all the calls, we're having AI field a lot of this stuff, sending out the emails."
Eric Siu
"When you raise that kind of money, you have no choice but to figure out how to burn it and just try to grow faster."
Neil Patel
Full Transcript
3 Speakers