Hey Sumo-lings, Pali here. 👋
A few of you have asked about AI credits — how consumption is calculated, what you actually get on each tier, and whether we compare well to other tools with high credit burn. Since it's come up a few times, wanted to post one place with the full picture.
How credits get used
Every conversation and AI Task your agent performs draws from your monthly credit pool. Usage can vary based on a few factors:
- Which AI model you pick. More credit-efficient models like Gemini Flash and Claude Haiku use fewer credits, while higher-reasoning models can use more. You can see the credit rate for every model before selecting it and track usage directly in your dashboard.
- Message length and what the agent is doing. A simple Q&A interaction can use fewer credits than longer messages or more complex, multi-step AI Tasks.
What that looks like in practice
On Tier 1 (400 monthly credits), you can still build agents that answer questions, capture and qualify leads, personalize conversations, and take actions like showing forms, videos, product recommendations, or booking calendars — the full AI Task toolkit, not a stripped-down version.
As a general reference, here are estimated usage levels for two of our recommended models for AI Tasks:
- Gemini Flash: 400 monthly AI credits can provide up to roughly 800 total messages exchanged between users and the AI per month.
- Claude Haiku: 400 monthly AI credits can provide roughly 1,000+ total messages exchanged between users and the AI per month.
Actual usage can vary based on the model, message length, and number and complexity of the AI Tasks being performed. You can easily track credit usage in your dashboard.
Higher AppSumo tiers include larger monthly AI credit allowances, giving you more usage each month.
The reset (and what happens if you run out)
Credits reset automatically at the start of every calendar month — full allowance, no rollover needed. If you use up your monthly credits, your agent simply pauses until the reset and you'll receive an email alert as you approach your limit; nothing gets shut off permanently, and you're never auto-charged overage.
What's coming
We're adding faster, lower-cost models soon that can deliver up to ~2x more message volume for simpler Q&A use cases where you don't need advanced reasoning or full AI Tasks. That'll stretch every tier's allowance further for straightforward support/FAQ-style agents.
A couple of related things worth flagging while I'm here:
- All AppSumo tiers include access to advanced models from Gemini, Claude, and GPT — you're not locked into one provider.
- BYOK isn't supported today, but it's something we may consider in the future, particularly for higher-volume use cases.
- We don't currently offer separate credit packs; if you need a larger monthly allowance, upgrading to a higher AppSumo tier is the way to increase your allowance for now.
- Bonus for anyone training with tutorial videos: point Surfn at the YouTube URL instead of uploading the file. We pull the transcript, including timestamps that can link back to relevant moments in the video, instead of storing the raw video itself. This means even a large video uses only a small amount of your training storage.
Thanks for all the questions so far — we really appreciate the feedback. Keep them coming.
— Pali, Surfn AI Founder Team