PostHog AI's PM on pricing like infra, designing AI free tiers, and more | Annika Schmid

PostHog AI's PM on pricing like infra, designing AI free tiers, and more | Annika Schmid

In this episode of Thank You for Vibe Pricing, Chargebee's series on teams scaling AI monetization, we're joined by Annika Schmid, PM for PostHog AI [https://posthog.com/ai]. Annika shares instructive notes on: PostHog's cost-proximate, yet unconditionally value-first pricing philosophy, why PostHog treats pricing first and foremost as a product feature rather than a revenue lever, how they designed PostHog AI's free tier by working backwards from persona and beta usage data, how they navigated the question of whether AI should be priced as a horizontal platform layer or rolled into individual product pricing, how the billing team and product PMs divide ownership on monetization bets, and Annika's predictions on the two paths that AI monetization models can take — both centred on consumption — in the near future. — Chapters: 00:00 - Episode highlights 02:16 - What's PostHog? 03:11 - Annika's role at PostHog AI 04:41 - (Principally) pricing closer to cost 06:37 - "Default alive" monetization 08:58 - A methodical view of costs 11:39 - Designing PostHog AI's free tier 14:38 - Factoring in LLM volatility 18:51 - Charging for consumption 21:54 - Pricing as a product 23:05 - Usage and spend reporting 25:53 - Monetizing a multi-product AI layer 32:18 - Where pricing hypotheses originate 35:14 - MoM growth metrics that matter 37:07 - Pricing PMs and the billing team 39:47 - What's more exciting than pricing AI 42:17 - The habit of changing prices often 44:37 - Two (near-future) pricing predictions 47:02 - AI pricing as an existential question — Referenced: PostHog [https://posthog.com/] AWS [https://aws.amazon.com/] Cloudflare [https://www.cloudflare.com/] PostHog's pricing principles [https://posthog.com/handbook/engineering/feature-pricing] 8 learnings from 1 year of agents – PostHog AI [https://posthog.com/blog/8-learnings-from-1-year-of-agents-posthog-ai] Non-obvious pricing advice for startups [https://newsletter.posthog.com/p/non-obvious-pricing-advice-for-startups?r=1tb4kk] Glue teams vs back-office teams [https://posthog.com/newsletter/glue-teams-vs-back-office-teams] AMA w/ James & Tim (founders of posthog) [https://www.producthunt.com/p/posthog/ama-w-james-tim-founders-of-posthog] — Connect with Annika: LinkedIn [https://www.linkedin.com/in/schmidannika/] — Connect with Vinay: LinkedIn [https://www.linkedin.com/in/vinayseshadri/]: — Connect with Ariela: LinkedIn [https://www.linkedin.com/in/ariela-bitran-70373429/] — About Chargebee: Chargebee [https://www.chargebee.com/] builds foundational billing and monetization infrastructure for the dynamic, fast-scaling AI-era business models — from seats and usage, to agents, outcomes, and hybrid structures. Built for product, finance, and GTM teams that treat pricing as a growth lever.

Clay’s monetization lead on scaling a credit-based model, sustainable growth, and more | Zona Zhang

In this episode of Thank You for Vibe Pricing, Chargebee’s new series on scaling AI monetization, we're joined by Zona Zhang, who leads monetization at Clay [https://clay.com/]. Zona walks us through Clay's deeply value-led credit-based pricing model (among the 6 consequential GTM bets that helped them grow from $1m-$100m ARR in 2 years)—why monetization sits at the intersection of finance and product, how they’ve designed credits as a currency for unlocking modules of usage and exceptional, full-funnel growth, why and how they iterated on differentiating Clay’s enterprise pricing from the very early days, how they introduced credit rollovers after observing high "restart rates" from episodic users, why engineers at Clay review AI P&Ls as a core part of the product development process, and Zona's thesis on how AI monetization will evolve in the coming years, and much more. — Chapters: 00:00 - Episode highlights 00:57 - Episode intro 03:37 - Zona’s career path 04:47 - Why pricing sits under finance at Clay 06:37 - AI credits as “currency” 07:20 - Reverse trials and fixing the education gap 08:57 - Pricing “modules of usage” 10:40 - What sets Clay’s PLG motion apart 13:48 - The thesis behind credit rollovers 15:45 - Strategies for solving usage friction 18:58 - Formulating Clay’s enterprise pricing 24:05 - Scaling pricing across GTM motions 25:30 - Two things that matter for discounting 27:42 - Unit economics and engineers 31:24 - The billion-dollar AI pricing question 34:36 - “We look at dashboards a lot” — Referenced: Introducing Clay Pricing 3.0 [https://www.clay.com/blog/introducing-clay-pricing-3-0-the-most-flexible-credit-system-on-the-market] Varun Anand (Co-founder, Clay) [https://www.linkedin.com/in/vaanand/] Kareem Amin (Co-founder, Clay) [https://www.linkedin.com/in/kareemamin/] The GTM Inflection Points That Powered Clay to a $1B+ Valuation [https://review.firstround.com/the-gtm-inflection-points-that-powered-clay-to-a-1b-valuation/] Asana [https://en.wikipedia.org/wiki/Asana,_Inc] Custom Signals (a Clay feature) [https://www.clay.com/signals] Snowflake [https://en.wikipedia.org/wiki/Snowflake_Inc.] Databricks [https://en.wikipedia.org/wiki/Databricks] OpenAI [https://en.wikipedia.org/wiki/OpenAI] Everett Berry (Head of GTM engineering, Clay) [https://www.linkedin.com/in/everettberry/] — Connect with Zona: LinkedIn [https://www.linkedin.com/in/zona-xiaotian-zhang/] — Connect with Vinay: LinkedIn [https://www.linkedin.com/in/vinayseshadri/] — Connect with Ariela: LinkedIn [https://www.linkedin.com/in/ariela-bitran-70373429/] — About Chargebee: Chargebee [https://www.chargebee.com/] builds foundational billing and monetization infrastructure for the dynamic, fast-scaling AI-era business models — from seats and usage, to agents, outcomes, and hybrid structures. Built for product, finance, and GTM teams that treat pricing as a growth lever.

Intercom's pricing lead on Fin's radical AI monetization model, PMs as GMs, more | Aisling O'Reilly

In this inaugural episode of Thank You for Vibe Pricing, Chargebee’s new series on scaling AI monetization, we are joined by Aisling O’Reilly, Head of Pricing at Intercom [https://www.intercom.com/]. Aisling talks about: Intercom’s complete pricing overhaul and why they risked multi-millions in ARR in the short run to chalk out a path of durable, customer-first growth, how they designed Fin’s pioneering outcome-based model (and chose it over a usage-based variant), the operational readiness that allowed them to price for AI resolutions, how and why Intercom PMs are evolving into more commercial GMs, how the future of outcome-based pricing will likely capture even more nuanced forms of value, and so much more. — Chapters: (00:00) Episode highlights (01:41) Episode intro (03:53) A “sink-or-swim” pricing moment  (06:55) Origins of Fin’s pioneering model (09:56) A CTO-led transformation (13:16) Being ready for pricing outcomes (15:55) Is a dollar too expensive? (18:48) Inventive predictability unlocks (22:57) A bet on falling infra costs (26:15) “It took that one PM” (30:27) No perfect pricing model (32:51) Outcomes beyond outcomes  (37:25) The intersection of product and pricing (41:34) Strong-minded finance teams (45:09) The problem with (cost-plus) AI credits — Referenced: Fin AI [https://fin.ai/] LinkedIn [https://en.wikipedia.org/wiki/LinkedIn] Darragh Curran [https://www.linkedin.com/in/darraghcurran/]: Eoghan McCabe [https://www.linkedin.com/in/eoghanmccabe/]: Pricing AI agents: What does ‘value-based pricing’ really mean for AI? [https://www.intercom.com/blog/pricing-ai-agents/] — Connect with Aisling: LinkedIn [https://www.linkedin.com/in/aislingoreillyproduct/] — Connect with Vinay: LinkedIn [https://www.linkedin.com/in/vinayseshadri/] — Connect with Ariela: LinkedIn [https://www.linkedin.com/in/ariela-bitran-70373429/] — About Chargebee: Chargebee [https://www.chargebee.com/] builds foundational billing infrastructure for the dynamic, fast-scaling AI-era business models — from seats and usage, to agents, outcomes, and hybrid structures. Built for product, finance, and GTM teams that treat monetization as a growth lever.

Introducing: Thank You for Vibe Pricing

This is Thank You for Vibe Pricing — a new Chargebee [https://www.chargebee.com/] series chronicling field notes from teams at the frontier of AI monetization. Tune in for sharp, in-the-thick-of-it operator breakdowns of what it really takes to price, package, and scale AI products in the real world.