How to Package Agents
Plus: Updates from Notion, GitLab, Buffer, Botpress, and ChartMogul.
Welcome back to Good Better Best.
Each week, we break down real pricing, packaging, and product moves from SaaS leaders and extract the ideas worth stealing.
Last week, we launched the PricingSaaS MCP. This week, we shared a Claude Skill we created called Report Builder that we’ve been using for deep dives on individual companies. Grab it here, test it, remix it, and use it for your own research 🫡
This week, we’re digging into Agents. We’re starting to see more of them pop up, and importantly, noticing different ways to price and package them.
Let’s get to it.
PS. Next week, we’re hosting an Office Hours session with Scott Woody, CEO of Metronome on the latest in AI pricing and packaging. Learn more and register here.
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This Week in Pricing, Packaging, and Product
Another busy week with 50+ changes detected. Here are the highlights:
Notion launched a Custom Agents add-on [Link]
Buffer slashed prices 75% but cut default channels to 1 [Link]
Alfred hiked annual plan prices up to 68% across all tiers [Link]
GitLab added Claude Code and Codex to its Duo Agent Platform [Link]
Botpress cut prices on Team and Managed plans [Link]
ChartMogul expanded the Pro plan ARR cap from $500k to $10M [Link]
DigitalOcean raised GPU Droplet prices on multi-month contracts [Link]
LexisNexis rebranded its AI legal assistant as Lexis+ with Protege [Link]
Exa expanded its free tier to 1,000 monthly requests and revamped pricing [Link]
Alchemy capped Enterprise webhooks at 500, ending unlimited access [Link]
Check out more updates on PricingSaaS →
PricingSaaS Pulse Intelligence
Here’s what users searched for in Pulse this week:
🔥 Hot Companies
Notion — 8.9% of searches
OpenAI — 5.6% of searches
HubSpot — 5.4% of searches
Figma — 5.4% of searches
Anthropic — 3.8% of searches
🚨 Hot Topics
AI credit models: How to structure credit-based systems for AI features
Credit-based pricing: General frameworks for token/credit monetization
AI features packaging: Bundling vs. add-on decisions for AI capabilities
Good/better/best tiering: Structuring plan hierarchies effectively
Volume pricing mechanics: Tiers, brackets, and commitment models
How to Package an Agent
Two of the biggest names in SaaS, Notion and Hubspot, launched AI agents in the past couple weeks. Both are betting that autonomous agents — not just copilots or assistants — are the next packaging frontier. While their strategies share similarities, they also represent two distinct ways to go to market with agents.
Notion: Custom Agent Add-On
Notion launched Custom Agents as a paid add-on last week. It’s available only to Business and Enterprise customers, who can trial for free, then pay on a credit-based model ($10 per 1,000 credits).
Interestingly, Notion isn’t actually launching credits until May, so Business and Enterprise customers get the next couple months to trial Custom Agents and see how it fits into their workflow.
Importantly, when credits go live, the base price of the Business plan won’t change, and Custom Agents will be a pure add-on on top of that base price.
HubSpot: The Bundled Customer Agent
HubSpot took a different approach. Their Breeze Customer Agent is bundled directly into Service Professional and Enterprise plans — no separate purchase required.
But here’s where it gets interesting. They’re offering 28 days of completely unlimited, free access to Customer Agent when you buy at least one Pro or Enterprise seat. No restrictions on messages or features during the trial window. After the trial, Customer Agent runs on HubSpot Credits at 100 credits per conversation. Some subscriptions include monthly credits, and you can buy more as needed.
By removing all friction for a month, they’re betting that once support teams see 65%+ of conversations resolved automatically (their claimed stat), the credits-based cost becomes a no-brainer.
Looking Ahead
Both approaches share similarities that we’ll likely see in future launches:
Credits as the underlying metric
Gated access to Business users
Generous access to early adopters
Beyond the similarities, Notion and Hubspot offer two different ways to package agents. On one side: the Notion model, where agents are a distinct, premium add-on with transparent per-unit pricing. On the other: the HubSpot model, where agents are bundled into existing tiers to drive upgrades and upsells, with usage-based economics kicking in after adoption.
Both make sense.
Notion’s agent is flexible, and customers can scale up or down as many agents as they need. For this, an add-on model makes perfect sense.
Hubspot’s Customer Agent is purpose-built to resolve support queries. Since it ladders up to the broader value prop of Service Hub, it makes sense to bundle it into their core plans to drive adoption from existing users.
We’re going to see a lot more of these launches in the coming months. The playbook is forming in real time.
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