Can established software companies charge significantly more for AI agent capabilities?

Zach Lloyd · Oct 17, 2025

Companies will absolutely pay multiples of current developer-tool budgets for AI coding tools

Legacy developer productivity tool budgets are tiny per seat per month, while the developer whose output you're multiplying costs ~$200,000 a year

Scope: framed relative to existing developer productivity tool spend

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Harry Stebbings · Oct 17, 2025

Spend on AI coding tools could reach up to $10,000 per month per developer

14:55 20VC: The Startup Adding $1M ARR Every Week | Competing Against OpenAI's Codex and Claude Code: Who Wins | Why Gemini is Failing and GPT-5 Is Winning | Do Margins Matter in a World of AI | The Ugly Truth About AI Coding with Zach Lloyd, Warp

David Cahn · Aug 5, 2024

Software companies that genuinely make their product more useful with AI will have pricing power, but those injecting AI for investor and marketing optics are just adding cost with no consumer benefit and cannot charge more.

Consumers only pay more when they receive more value; the burden to deliver value in business is very high, and AI is not yet clearly meeting it.

Scope: applies product by product

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AJ Tennant · Oct 23, 2024 · hedged

Some vertical software vendors that have layered AI onto existing products will likely not deliver enough value to justify the incremental spend they are asking customers for

They sold a story of accelerating customers who already pay them, but the delivered value won't match the added price

Scope: "I don't think some of those solutions" — applies to a subset

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Harry Stebbings · Jun 12, 2024

Commoditization of AI features in existing software products will yield better products for users but not value extraction in the form of increased pricing

Incumbents adding AI features like Notion AI and Box are seeing slowing growth — Salesforce and Mongo are now growing at single digits

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Harry Stebbings · Aug 5, 2024 · hedged

Adding value via AI does not guarantee pricing power, because commoditisation of AI features across many providers forces a race to the bottom.

If Canva, Adobe, Sketch and ten others all offer feature parity, pricing power disappears regardless of added value.

Scope: asks 'am I wrong?'

22:14 20VC: Sequoia's David Cahn on AI's $600BN Question | Why the Data Centre is the Most Important Asset | Servers, Steel and Power: The Core Pillars Powering the Future of AI

Harry Stebbings · Apr 20, 2026

If you can't charge significantly more for your agent product, Wall Street doesn't care; agents must reaccelerate revenue

36:48 If you cannot charge more agents do not count

Aaron Levie · Apr 20, 2026

You can charge significantly more for agent products, and Box's new higher plan tier bundling agents with workflow and automation is already reaccelerating its revenue growth

The agent automates work on customers' content — reading documents, extracting metadata, processing information in workflows — which justified a new premium tier and produced an inflection in revenue growth last year

37:11 Premium tier bundling agents reaccelerates revenue

David Cahn · Aug 5, 2024

AI does not change pricing power; it is determined by pre-existing barriers to entry, so if you had pricing power before AI you will after, and if you didn't you won't.

Businesses with barriers to entry such as data moats and switching costs can raise price; low-barrier sectors get bid down toward zero gross margin and structurally low-margin industries can only pass through a little of a cost increase.

22:43 Pricing power is determined by pre existing barriers to entry not by ai itself