Alystron tells you what to do
next
to get more customers —
and helps you do it.

The decision system for solo founders.
It turns your data into one clear next action.

Get early access See how it works

Built for solo founders25 founding member spots

You already have analytics.

What you don't have is a clear answer to: “What should I do next?”

Alystron is for solo founders who keep asking that, with a lot of data or a little.

What a decision looks like

Here is one recommendation, from the evidence to how it's measured.

A founder with a small SaaS wants more signups this month.

Next decision

Example

ModerateBased on: your data + history

Publish more problem-specific Reddit posts this week.

Reddit converts noticeably better than X on signups right now.

Suggested action: Write posts aimed at the same audience as your best-performing post.
Expected signal: A visible lift in Reddit signups over the next two weeks.
Evidence: Your signup rate by channel, and what you've already tried on Reddit.

One recommendation

Example

Evidence: Reddit converts noticeably better than X on signups right now. You've also logged Reddit posts as something that worked before.
Confidence: ModerateYour own data points the same way, with enough of it to take seriously. If there were less, this would say Early signal instead.
Suggested action: Publish more problem-specific Reddit posts this week, aimed at the same audience as your best-performing post.
Execution: Alystron drafts the posts. You edit and publish them, and commit to a date.
Measurement: After your deadline, Alystron compares Reddit signups with the 30 days before you started, and says how sure it is about the result.

Example only. Real decisions use your own data.

A founder's Reddit traffic has been slowing down.

Next decision

Example

Early signalBased on: your data

Publish one Reddit post this week, then see whether visitors pick back up.

Reddit is sending fewer visitors this week than over the past month.

Suggested action: Publish one problem-specific post, aimed at the same audience as your best-performing one.
Expected signal: Reddit visitors holding steady or rising over the next two weeks.
Evidence: Your visitors by channel, this week against the past month.

One recommendation

Example

Evidence: Reddit is sending fewer visitors this week than over the past month. Your other channels haven't dropped.
Confidence: Early signalThe dip is about the size of your usual ups and downs, so this is a first read. Treat it as something to test, not a conclusion.
Suggested action: Publish one problem-specific Reddit post this week, aimed at the same audience as your best-performing post, then see whether visitors pick back up.
Execution: Alystron drafts the post. You edit and publish it, and commit to a date.
Measurement: After your deadline, Alystron compares Reddit visitors with the 30 days before you started, and says how sure it is about the result.

Example only. Real decisions use your own data.

A founder has just connected, with only a first week of data.

Next decision

Example

Early signal· typical for your stageBased on: your stage, not your own data

Share one problem-specific post in a community where your audience already spends time.

There isn't enough of your own data yet to compare channels. This is what's typical for founders at your stage.

Suggested action: Pick one community and write about a specific problem your product solves.
Expected signal: Your first real data on what gets people to sign up.
Evidence: What's typical for founders at your stage, since you have little data of your own yet.

One recommendation

Example

Evidence: There isn't enough of your own data yet to compare channels, so this rests on what's typical for founders at your stage.
Confidence: Early signal· typical for your stageThis rests on what's typical for your stage, not on your own data, so it can't go higher than Early signal. Treat it as something to test, not a conclusion.
Suggested action: Pick one community where your audience already spends time, and share one post about a specific problem your product solves.
Execution: Alystron drafts the post. You edit and publish it, and commit to a date.
Measurement: After your deadline, Alystron checks what changed in your own numbers and says how sure it is. With so little data to compare, it will say that too.

Example only. Real decisions use your own data.

How Alystron Works

Alystron is in early access. This is the loop it is built around, and some steps are still being built.

Observe
Reads your analytics and the numbers you add yourself.
Understand
Works out what's driving your results, using your data and your history.
Decide
Picks one next decision and shows the evidence behind it.
Act
You accept it and set a deadline. Alystron helps you get it done. At the deadline there's one check-in: done, not yet, or abandoned.
Measure
After the deadline, it checks what actually changed.
Learn
You say why you think it happened, and Alystron remembers.

Then the loop starts again, with a better next decision.

Business memory

Records what you tried and what happened, so recommendations can account for it.

Your business memory

Example

Reddit posts · Mar–Apr
Worked
You noted: the ones about a specific problem got the most signups.
Product Hunt launch · Feb
Didn't work
You noted: bad timing, buried by bigger launches.
Cold email to past users · Jan
Unsure
You noted: only sent to a handful of people, hard to tell.

You can see everything it remembers. Export it or delete it any time.

Confidence

Every recommendation carries a confidence level, worked out from your data, not chosen by the AI.

Early signal· typical for your stage
A first read: not much data yet, or based on what's typical for your stage (dashed outline). Something to test, not a conclusion.
Moderate
Your own data points the same way, with enough of it to take seriously.
High
Your own data is consistent, and there's a lot of it.

Expect Early signal at first. With little or none of your own data, Alystron can't go higher, and it says so.

Inputs

Alystron reads your Google Analytics 4 data and the numbers you add yourself.

Available at launch

Google Analytics 4
Manual input

Planned

Stripe
DataFast
Dub
Plausible
PostHog
Search Console

Planned integrations aren't available yet. Product names and logos belong to their owners; Alystron isn't affiliated with or endorsed by them.

What Makes It Different

Typical tools compared with Alystron
Typical tools	Alystron
Show you what happened	Tell you what to do next
Leave you to interpret the data	Give you one prioritized decision
Start over every time	Record what you tried and what happened
Focus on dashboards	Focus on action

Founding Member Offer

First 25 founders — $9/month (USD, excl. taxes), for as long as you keep an active subscription.

What's included

One prioritized decision at a time, with its evidence and a confidence level
Your data from Google Analytics 4, or numbers you enter yourself
Help doing it: drafts to get the action started (content first)
A deadline check-in, and a measured outcome
Business memory that carries what you learn into your next decision
Export or delete your data any time

Planned standard price after the founding cohort: $19/month.

Get early access

Alystron tells you what to do next to get more customers — and helps you do it.

You already have analytics.

What a decision looks like

How Alystron Works

Business memory

Confidence

Inputs

What Makes It Different

Founding Member Offer

What's included

Start making better decisions.

Alystron tells you what to do
next
to get more customers —
and helps you do it.