Playbook
Superwall Agents: Run Your App Business with AI
Superwall Agents is an AI workspace that reads your experiment results, finds the patterns, checks your setup, and hands back the next test to run.
Superwall Agents is an AI workspace that turns your Superwall data into the next experiment to run. Reading results, spotting patterns, and deciding what to test next is the growth work that takes the most digging — Superwall Agents does that digging for you.
Why it matters
Growth teams keep hitting the same wall: the data exists, but pulling it together, spotting what's working, and deciding the next test eats days. Customers tell us the thing they want most is to test anything, fast, without waiting on an analyst queue or an engineering cycle to get the numbers.
Superwall Agents collapses that loop. Instead of digging through dashboards, you ask in plain language and get back a winning variant, the segment that drove it, and the next experiment to run, all in one chat. It's how a growth team runs its app business without adding headcount.
What you can do with Superwall
Analyze experiments without the dig. Ask the agent to read your latest paywall test and tell you what changed, which variant is winning, which segments look different, and what to run next. It works across metrics like conversion, ARPU, trials, and segmentation. See Recipes.
Find leaking revenue. Ask it to find campaigns with strong traffic but weak paywall conversion, grouped by placement, with the highest-leverage changes ranked, per the Recipes examples.
Verify your setup. Connect a GitHub repo and the agent can inspect your code to confirm the SDK identifies users, resets on logout, registers placements, and handles subscription status. See Integrations.
Automate the routine. Schedule a saved prompt so a weekly readout or a daily anomaly check runs unattended and lands in your chat history. See Automations.
Connect your stack. Wire in GitHub, Slack, provider tools, skills, and machine environment variables, and trigger chats from your own systems with webhooks.
Share the output. The agent generates charts, summaries, and shareable reports your team can read, and you can share completed chats with teammates.
How it works
Start a chat. The main unit of work is a chat, which keeps its own messages, model settings, selected Superwall organization, attachments, generated files, and transcript. You can attach up to 10 files such as exports, screenshots, CSVs, and logs.
Select your data. Choosing an organization gives the agent the Superwall org ID and a managed API key for the work, and you can name a specific project to scope it.
Ask for growth work. Use a recipe prompt like analyzing an onboarding paywall test or finding weak-converting campaigns, then steer the agent mid-turn to refine.
Put it on a schedule. Turn a one-off prompt into a recurring automation; just make the prompt self-contained, since automated runs can't ask follow-up questions.
Proof from customers
In our analysis of customer and prospect calls, paywall A/B testing and experimentation was the single most common demand signal (75% of calls), followed by promotions and recovery (43%), onboarding optimization (39%), and analytics and insights (24%). Customers describe wanting an "air traffic control" view of everything at once, and they consistently want to move faster without waiting on engineering.
Superwall Agents is built for exactly that job: read the experiments, find the leverage, and hand back the next test.
Use cases
Weekly experiment readout. Every Monday, the agent reviews last week's results and proposes three next tests with expected impact and risks.
Anomaly watch. A daily check flags drops in trial or paywall conversion before they cost you a week of revenue.
Campaign triage. Surface high-traffic, low-converting placements and a ranked list of fixes.
SDK health check. Verify your integration after a release using a connected repo.
Multi-app reporting. Scope analysis to a named project and generate a shareable summary for stakeholders.
Get started
Open Superwall Agents at superwall.ai, start a chat, select your organization, and try a recipe prompt. All you need is your existing Superwall account. New to Superwall? Create an account at superwall.com.