.public-content{max-width:860px;margin:48px auto;padding:0 24px 64px;color:#242424;font:16px/1.65 Geist,Arial,sans-serif}.public-content h1,.public-content h2{font-family:"Instrument Serif",Georgia,serif;font-weight:400;line-height:1.15}.public-content h1{font-size:42px}.public-content h2{font-size:32px;margin-top:48px}.public-content h3{font-size:20px;margin-top:32px}.public-content a{color:inherit;text-underline-offset:4px}.public-content table{border-collapse:collapse;display:block;overflow-x:auto}.public-content td,.public-content th{padding:12px;border:1px solid #ddd}.public-content dt{font-weight:600}.public-content dd{margin:0 0 16px}.public-content nav{margin-top:48px;border-top:1px solid #ddd;padding-top:24px}.public-content-brand{font-weight:600;text-decoration:none}.public-content ul{padding-left:24px}@media(max-width:600px){.public-content{margin:24px auto;font-size:15px}.public-content h1{font-size:34px}.public-content h2{font-size:28px}}PIING

Reading Piing: IntelligencePreview your profiles

Piing: Intelligence

In this guide

How the sample is chosen
Generate the preview
Cached and refreshed previews
What the preview does not do
If no profiles appear
Ready for a full run
Next steps

Search or browse documentation

Piing: Intelligence 4 / 8

Preview your profiles

Generate a free Intelligence preview for up to five real Shopify customers with orders, with no subscription and no allowance spent.

The Intelligence preview shows proposed output for up to five real customers with order history. It uses the same field definitions, rules and confidence model as a wider run, but it does not require a subscription and does not consume the analysis allowance.

How the sample is chosen

Intelligence automatically selects up to five recent customers who have at least one order. The merchant does not need to tag customers or build a sample list first.

Generate the preview

Open Preview profiles free from onboarding, the dashboard or billing screen.
Review the explanation of which Shopify data the preview reads.
Choose Generate preview.
Inspect each proposed field, its source and confidence.
Compare the results with customers the team already knows.

The preview may return null for a field when the available order history is too thin. That is expected and is preferable to inventing a value.

Cached and refreshed previews

The app caches the latest preview so reopening it does not regenerate the analysis. Use Refresh sample when you need a new sample. Fresh preview generation is rate-limited, while loading the cached result does not consume the analysis allowance or consume another preview run.

What the preview does not do

The preview is an evaluation surface. It does not activate a paid plan, consume the merchant's analysis allowance or start a full-customer analysis. The merchant should still review enabled fields, confidence thresholds and output rules before a full run.

If no profiles appear

Confirm the store has at least one customer with an order.
Wait for any full analysis already in progress to finish.
If the preview was recently refreshed several times, wait for the rate limit to clear.
Confirm the app still has access to the Shopify customer and order data required for the preview.
Contact us if the error persists.

Ready for a full run

Choose the fields the merchant needs and estimate how many customer profiles will need refreshing during each allowance cycle. On new plans, each successful refresh counts once regardless of enabled fields. See Run and schedule analyses and Profile refreshes and legacy units.

Next steps

Review The fields it writes.
Set Custom fields, prompts and output rules.
Compare Plans and pricing.

Related guides

Was this guide helpful?

Next guide in Piing: Intelligence

Custom fields and prompts

On Scale plans and above, add your own AI prompts and rules to write custom customer fields, and use output rules to control what every field writes.

Still need a hand? Contact us