A Practical Framework for Evaluating Influencer Campaigns

Record platform, niche, audience size, average views, engagement rate, estimated fee, market and outreach stage. Note when a figure was last checked and where it came from. Public follower counts and engagement can change, so treat old records as historical.

Set a budget, define the target audience and decide which outcome matters: awareness, site visits, leads or sales. Record actual spend and results after the campaign. Use a consistent attribution window and avoid comparing creators whose campaigns had very different goals.

CPM and cost per conversion are useful summaries when their inputs are accurate and comparable. They do not establish incrementality or prove that a creator caused every conversion. Consider audience fit, creative quality, usage rights and brand safety alongside the numbers.

Shane’s Influencer Analytics manages a creator roster, imports CSV records, filters and sorts profiles, tracks campaign budgets and results, calculates workspace totals, CPM and cost per conversion, and exports workspace data as JSON. It does not discover profiles or fetch live platform metrics.

Start with audience fit, not follower count

A creator can have a large audience and still be a poor fit for a campaign. Review the audience location, subject matter, content style, comment quality and overlap with the customers you want to reach. Record why the creator fits the campaign and note the date each public metric was checked.

Use the same measurement window when comparing creators. Average views from one platform or format may not be comparable with another. Separate quoted fees, product costs, usage rights, agency fees and paid amplification so the campaign cost is not understated.

Choose metrics that match the campaign goal

For awareness, you may review reach, views and CPM. For traffic, track clicks and landing-page sessions. For lead generation or sales, use a consistent attribution window and record qualified leads or confirmed orders. Engagement rate can help describe audience response, but it does not prove purchase intent.

When the tool calculates CPM or cost per conversion, check the inputs first. CPM is spend divided by impressions, multiplied by 1,000. Cost per conversion is spend divided by the conversions you recorded. If spend, impressions or conversions are missing or use different time periods, the ratio can mislead.

Keep campaign comparisons fair

Compare creators with similar briefs, offers, audiences and reporting windows. If one creator receives a larger budget, a longer run or paid amplification, record that context. Include qualitative notes about brand safety, disclosure, creative quality and whether the creator delivered the agreed assets on time.

Shane’s Influencer Analytics organizes a creator roster, outreach stages and campaign actuals from data you provide. It does not discover creators or fetch live platform metrics. Use the dashboard to structure your records, then verify results against platform analytics and your own sales or lead system.