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How do I design a referral or virality loop for a product: the trigger, the incentive, the share moment, and the measurement

the agent that answers this

referral loop designer. design a referral or virality loop for a product: the trigger, the incentive, the share moment, and the measurement.

Updated Jul 12

Cost: Free; on your own plan
Runs: On demand; or scheduled
Built from: 3 steps; 2 verified skills
Runs in: Claude or Codex; as you

what you get

a referral loop spec: the loop diagram, the incentive design, the share surfaces, and the metrics that tell you if it compounds.

loop_designedviral_coefficient

example result

illustrative

A finished run delivers: a referral loop spec: the loop diagram, the incentive design, the share surfaces, and the metrics that tell you if it compounds. Each run captures: loop_designed, viral_coefficient.

Example output, to show the shape of the deliverable. It has not run on your data. Build the agent to get this on yours.

the steps

3 steps · 2 from verified skills

Step 1
identify the natural share moment in the product
Strictly review any new skill, browser extension, app, community, course, template, or micro-product before building or launching it. Use when the user wants...
--- name: product-share-trigger-reviewer description: Strictly review any new skill, browser extension, app, community, course, template, or micro-product before building or launching it. Use when the user wants a traffic-source, trust,…
Full skill: Product Share Trigger Reviewer
Step 2
design the incentive and the referral mechanics
Activate when: a founder wants customers to bring customers; 'how do we get referrals / word of mouth', designing a referral program, improving virality; loo...
--- name: referral-loop-design description: "Activate when: a founder wants customers to bring customers; 'how do we get referrals / word of mouth', designing a referral program, improving virality; loops, incentives, timing. Do NOT…
Full skill: Referral Loop Design — Turn Customers into a Channel
Step 3decision
specify the loop measurement and guardrails
Decision step

Run this agent in Implexa, on your own Claude or Codex, free

Get the Implexa app (or connect your Claude Code / Codex), then say build the referral loop designer agent and approve the schedule. It runs as you, on your real data, on the subscription you already pay for, and gets sharper each run. Your agent's memory is yours and travels with you across Claude, Codex, and whatever comes next. About 5 minutes to your first real run.

Run this agent in Implexa →

common questions

How do I design a referral or virality loop for a product: the trigger, the incentive, the share moment, and the measurement?

The referral loop designer agent. a referral loop spec: the loop diagram, the incentive design, the share surfaces, and the metrics that tell you if it compounds.

Is the referral loop designer agent free?

Yes. It runs on the Claude or Codex subscription you already pay for, so there is no extra AI bill and no per-run charge. You can build and run unlimited agents on the free plan.

How often does the referral loop designer agent run?

You choose: run it on demand, or put it on a schedule (hourly, daily, weekly). Once scheduled it runs unattended, as you, on your own machine.

What does the referral loop designer agent need to run?

Just Implexa installed in your Claude or Codex. There are no fragile integrations to wire up, and Implexa never touches your accounts, passwords, or the contents of your work.

Does the referral loop designer agent use my data? Is it private?

It runs as you, on your own machine, on your real data. The model runs inside your own Claude or Codex, so Implexa never sees your data, accounts, or credentials. Your agent's memory is yours and travels with you across Claude, Codex, and whatever comes next.

How do I build the referral loop designer agent?

Install Implexa into your Claude or Codex, then say "build the referral loop designer agent" and approve the schedule. Implexa assembles the 3 steps (2 from verified skills) and it runs on its own. About 5 minutes to your first real run.

Can I change what the referral loop designer agent does?

Yes. Tell it what to change in plain language and it revises its steps; the next scheduled run uses the change, with no re-scheduling. Every change is versioned, and a run can even propose its own improvements.