How to run a UGC audit: coverage, rights, freshness, value and a sample report

An audit answers a question the dashboard does not. Is UGC working across the catalogue, or only on twelve products? Most brands run UGC as a series of moments. A campaign, a homepage widget, a gallery on the hero product. The audit turns that into a map of the whole store.

It works like a stock count. Boring, periodic, and the only way to know what you have. The four measurements are coverage, rights, freshness and value. Run them in that order. Value means nothing if half the content counted is not cleared to show.

Coverage: how much of the catalogue has proof

Coverage is the share of products with cleared, live customer content. One piece is enough. Counting SKUs is the naive version. Weight by traffic instead.

A store where 15% of products carry UGC can go either way. Most sessions might see it, or almost none. Pull the product list and join it to 90 days of sessions. Mark each product covered or not. Report the SKU share and the traffic share. The gap between them is your first finding.

Then cut it by category and price band. Coverage clusters where the team already looked: the hero range, the launch, the sale. The long tail often has nothing. That list, sorted by traffic, is next quarter's collection brief. No source for those products? Read own versus rent for a UGC library.

Rights: cleared, dated, and not expired

Every covered piece needs a rights grant that exists, names its source and has not expired. Count the rest as uncleared. That includes grants with no date, because you cannot defend an expiry you do not know.

Legal exposure is one reason. A revoked or lapsed grant also pulls the content from every surface at once. A coverage number that includes it can drop overnight.

Report three counts per product. Cleared and current. Cleared but expiring within 90 days. Uncleared or unknown. The middle column is the renewal list. The rights-expiry audit covers how to find these past a few dozen agreements.

Freshness: the age of the newest post

Freshness is the age of the newest cleared post per product. Most audits skip it. Shoppers notice it. A gallery whose newest post is two seasons old says the product stopped selling.

Set a threshold that fits your cycle. Try 90 days for fashion and beauty, longer for furniture. Report the share of covered products whose newest post is older than that.

Freshness feeds the brief too. A product with twenty old posts needs a nudge more than one with three new ones. Try a post-purchase ask, a hashtag or a QR code on the packaging. The competition runbook is the fastest way to refill a stale product.

Value: engaged visitors against the store average

There is a clean version of the value question and a flattering one. The flattering version compares pages with UGC to pages without. That mostly measures where you chose to put UGC.

The clean version stays on the same pages, in the same window. It compares visitors who engaged with UGC against the store average for those pages. Engaging is a choice, so selection bias remains. A holdout test then confirms or corrects the number.

Keep the revenue lines apart. Attributed revenue is orders matched to a UGC click through the store's order webhook. Influenced cart value is add-to-cart value after an engagement, closed or not. They answer different questions. Never add them together. Engagement metrics go in a third column.

A store with 15% coverage and stale galleries will not match a dataset of 200,000 stores. The audit tells you how far off you are.

Sample report: a fictional homeware store

The store sells homeware on Shopify, with 240 live products. It runs one homepage gallery and a reviews app. It has never run an audit. Here is what the outside-in scan and the four measurements found.

What the scanner checked

What the four measurements found

Sample fix order

This order follows risk first, then reach. Live content without a grant is a problem today. Everything else can wait a week.

1. 1Take down or re-permission the 43 pieces with no dated grant.
2. 2Renew the 18 grants that expire within 90 days.
3. 3Move every grant from the inbox into one rights record.
4. 4Add Review and AggregateRating schema to product pages.
5. 5Ask recent buyers of the four stale top-ten products for photos.
6. 6Brief collection for the top 50 uncovered products by traffic.
7. 7Connect the order webhook, then plan a holdout on one surface.

Where you are, and what to do next

Running the first pass in an afternoon

Two free routes shorten the first pass. The UGC audit scanner checks a public homepage from the outside. It looks for widgets, video, social embeds, review schema and basic page hygiene. Four quick questions cover rights and measurement.

The 30-minute audit is the inside-out version, with a person on the call. Neither replaces the four measurements. Both tell you which one to start with.