How agencies use Creator reports to measure profitability, creator by creator

How to read Inflowwww's Creator reports for profit per creator: LTV, ARPU, revenue by source and messages against earnings.

Total revenue tells you what a creator earned. It does not tell you whether the team's hours paid for themselves. Analytics > Creator reports (/analytics/creator-reports) gives you the inputs; this post shows how to turn them into profitability numbers.

What the report shows

Pick a date range (it defaults to the last 30 days). Each model gets a tile with:

Fans: the current subscriber count, as OnlyFans reports it.
New fans (30d) on free pages, or New subs on paid pages (new and renewed paid subscriptions, trials excluded).
LTV: revenue in the window divided by the new fans or new subs in that window.
ARPU: revenue in the window divided by current fans.
Messages and PPVs sold in the window.
Revenue chips by source: PPV, Post, Tip, Sub, Rebill and Other, with pending amounts marked.

The header shows when the data was last read, and Refresh re-fetches it. Note that our LTV is a window ratio, not a lifetime figure. Compare it only against itself, period to period.

Monetization beyond the subscription

Take the chips and compute one ratio per creator:

Engagement ratio = (PPV + Tip + Post) / (Sub + Rebill)

A creator at 3.0 earns three dollars from conversations and posts for every dollar of subscriptions. A creator at 0.5 is mostly a subscription business. Neither is wrong, but a low ratio on an account with a full chatting team is the first place to look.

When the ratio is low, open Analytics > Employee reports for the same window and see who is selling on that account. The best performer's threads, read in Messages Pro, are your training material.

Return on the team's hours

There is no hourly earnings view, and Employees > Shift schedule is NotBuiltYet: the page is real, the feature is not. You can still do this in a spreadsheet:

Take the window's total revenue for the creator.
Divide by the hours your team covered that account. Your own rota is the source.
Divide that by the hourly cost of the people on it.

If a creator earns $200 an hour of coverage and the team costs $40 an hour, the return is 5x. Close to 1x means the hours need a look before the headcount does. The software line in this calculation is $0, which keeps the arithmetic short.

Messages against earnings

Compare the Messages tile with revenue for each creator:

Messages	Revenue	Likely meaning	Try
High	Low	Lots of talk, few sales	Shorter threads, clearer offers
High	High	Working, but heavy	Save the best openers as Scripts
Low	Low	Fans are not being reached	More outreach, a mass message to a Smart list
Low	High	Efficient	Keep it, and do not over-message

"High" and "low" mean relative to your own other creators, not to an industry number.

Traffic and retention

Creator reports does not split visitors by type. What you can track today:

New fans or new subs per window, compared month to month, to see whether promotion is working.
Rebill revenue against Sub revenue. Rebill growing faster than new subs means retention is carrying the account.
Growth > Tracking links and Free trial links to see which links bring people in.

For fans who rarely hear from you, build a Smart list of active subscribers who have spent nothing and look at how many there are. A large number is a reach problem, not a content problem.

A monthly routine

On the first of the month, set the range to the previous month.
Write down each creator's revenue chips, LTV, ARPU and messages.
Compute the engagement ratio and the return on hours.
Pick one creator to improve and one change to try.
Check the same numbers a month later.

The pitch. Creator reports reads from a SQLite file on your own server, and the report is the same price for every creator: $0. Deploy it yourself.