Measurement6 min readUpdated
Creator campaign measurement for intimate brands
Creator campaign measurement for intimate brands has a twist: many customers buy discreetly, clear their history or never use a code. How to combine links, codes, surveys and baselines into an honest answer.
The short version
No single number tells you whether a creator campaign worked. For intimate brands the gaps are wider than usual, because many customers shop privately: on another device, days later, without a code. Good measurement combines four sources and is honest about what none of them can see.
Four sources, used together
| Source | What it shows | What it misses |
|---|---|---|
| Tracked links | Visits and sales from people who tapped the link | Anyone who searched for you later instead |
| Creator codes | Sales where the code was used | Buyers who did not want to type a creator's name at checkout |
| Post-purchase survey | What customers say brought them | Anyone who skips the question |
| Baseline comparison | Lift in branded searches and direct visits during the campaign | Other things happening at the same time |
Why intimate brands see bigger gaps
A customer buying a sexual wellness product may not tap a link on a shared phone, may use a private browser, and may prefer not to use a code with a creator's name in it. That is a reasonable choice, and it means links and codes will undercount.
A short, optional question after purchase, such as "Where did you first hear about us?", with creators listed as options, can fill more of the gap than a tracking change. Keep it anonymous and optional.
Set a baseline first
Before a campaign starts, note two to four weeks of normal figures: branded search volume, direct visits, new customers and sales. During and after the campaign, compare against that baseline rather than against last month's best week. Launches, holidays and ad changes should be written down alongside, so you do not credit creators for something else.
Metrics to report, and ones to avoid
- Report: cost per new customer, sales from links and codes, survey mentions per creator, saves and shares, and the baseline lift.
- Treat with care: reach and views, which show attention, not buying.
- Avoid as a headline: earned media value, which converts reach into dollars using assumptions rather than sales.
The most useful result of a first campaign is usually which two or three creators worked. That decides who to rebook, who to turn into ambassadors, and whose content to reuse as UGC.
Turning results into the next campaign
Rebook the creators who drove new customers, reuse their best content on your own channels, and drop formats that drew views but no sales. How we report this every month is part of campaign management; when to move proven creators to ambassador deals is covered in creator brand strategy. Reusing content depends on the rights you agreed, explained in creator usage rights.
A results template
| Creator | Fields to fill (illustrative) |
|---|---|
| Fee and rights | $1,200 post with 30 days of paid usage |
| Reach among adults | Views or impressions, with audience age share |
| Clicks and sales | From tracked link and code |
| Survey mentions | Customers naming the creator when asked |
| Cost per new customer | Fee divided by new customers attributed |
Wording the survey question
A post-purchase question such as "How did you first hear about us?" with options including "a creator or influencer" and a free-text box captures purchases that links and codes miss. Keep it short, optional and discreet; many intimate-brand customers prefer not to share more than they must. Read the free-text answers each month; they often name creators directly.
Codes that leak
Discount codes given to creators often spread to coupon sites within days, so sales using the code may not come from the creator's audience at all. Use unique codes per creator, watch for sudden spikes from unexpected sources, and treat code sales as an upper bound rather than a precise count. Tracked links and surveys help balance the picture.
Testing whether creators add sales
To see whether a campaign added sales rather than moved them, compare the campaign period with a similar period before, or compare markets where the campaign ran with similar markets where it did not. Neither is perfect, but either is better than counting only clicks. Record the method used, so results from different campaigns can be compared fairly.
Attribution windows
People often buy days or weeks after seeing a creator post, especially for considered or private purchases. Decide in advance how long after a post a sale may be credited to it, and use the same window across campaigns. A window that is too short undercounts; one that is too long credits creators for sales they did not drive.
A worked example
A made-up case. A campaign of five micro creators costs $6,000. Links and codes show 60 new customers, the post-purchase survey adds 25 more who named a creator, and branded search rises during the campaign. The cost per new customer is roughly $70 to $100 depending on how the survey answers are counted. If a new customer is worth more than that over a year, the campaign paid off. Rights and reuse are covered in usage rights.
Reporting to stakeholders
Founders and investors want a simple answer: did the money bring customers? Give it as a range, with the method behind it: tracked sales as the floor, survey mentions as the likely addition, and brand search as the wider signal. Add one sentence on what to repeat and what to drop. A clear, honest summary builds more confidence than a deck of vanity metrics.
Longer-term value
Some creator campaigns pay back over months rather than weeks: customers who return, content reused in ads, and creators who become long-term partners. Track repeat purchases from customers who came through creators, and the performance of reused content. These numbers often justify campaigns that looked marginal at first. Fit is covered in our guide to brand fit.
Mistakes in measurement
- Judging a campaign by likes or views alone.
- Counting every code sale as caused by the creator.
- Changing the attribution window between campaigns.
- Ignoring survey answers because they are messy.
- Skipping the baseline, so nothing can be compared.
Tools that help
A spreadsheet is enough for most brands: one row per creator, columns for fee, rights, reach, clicks, code sales, survey mentions and cost per new customer. Platform analytics, link trackers and your store's own order data feed it each week. Fancy dashboards add little until the basics are in place and trusted by everyone who reads them.
Sharing results with creators
Tell creators how their content performed, with the numbers you can share. It helps them improve, builds trust, and often leads to better work in the next campaign.
Summing up
Set a baseline, use links, codes and surveys together, fix the attribution window, report a range, and look at repeat purchases over months. Choose creators again on the results. Sizes are compared in micro vs macro creators.
Questions brands ask
- Is earned media value a useful metric?
- Not on its own. It turns reach into a dollar figure using assumptions, not sales. Treat it as a rough comparison between creators, never as return on spend.
- How long should we wait before judging a campaign?
- Look at the first week for early signals, but judge sales over four to eight weeks. Customers for considered or private purchases often take time and several visits.
- What if the numbers are too small to trust?
- Say so. Small campaigns give directional answers, not proof. Repeat what looked promising with more creators before drawing firm conclusions.