Chapter 11

Metrics and the weekly review

Twenty-four numbers, one hour every Friday. Half of them are targets rather than measurements today, because Austen has not sold a pilot yet and has little usage history. The job of the first three months is to replace every target on this page with something you actually counted.

The Friday hour
  1. Open /admin/costs (or run php artisan credits:usage --models once the pilot branch is merged) and write down the cost per finished article.S7
  2. Update the pipeline table: accounts touched, replies, calls, pilots sold.
  3. Update the delivery table: articles delivered, articles late, brief rounds.
  4. Update the money table: cash in, recurring revenue, gross margin on the month.
  5. Pick the one number that looks worst and write one sentence about what you will do differently next week.

Do it at the same time every week. An hour that moves is an hour that stops happening.

Pipeline: your side

NumberTarget, months 1 to 3Target, months 4 to 12Worry when
Accounts first-touched this week1510, because renewals take the timeUnder 5 for two weeks running
Gap reports sent8 a week6 a weekFewer than half the accounts you touched. It is the touch that works and it is nearly free
Reply rate, whole 5-touch sequence10% of accounts15%, as the copy gets betterUnder 5% after 60 accounts. The problem is the segment or the trigger, not the volumeS40
Discovery calls booked3 a week4 a weekUnder 1 a week for a month
Discovery to demo50%60%Under 30%: the qualification gate is not being used
Demo to pilot25%35%Under 20% after 10 demos: the demo is wrong, most likely because the tracked-changes moment is missing
Pilots sold this month1 to 22 to 3Zero in any month after month 3
Pilot to retainer or subscriptionNot measurable yet1 in 4 to a retainer; 1 in 2 to somethingS39Under 1 in 5 converting to anything. The pilot is being delivered as a project, not sold as a start

Every figure in this table is a planning assumption. None of it is measured on Austen and none of it comes from a vendor benchmark either, because vendor outbound statistics are published by companies selling outbound tools. Overwrite them after 100 accounts and 10 demos.S40

Delivery: the customer's side

NumberHealthyWorryWhy it matters
Articles delivered this monthMatches what was soldAny shortfall at allThis is a delivery business. One missed batch on a publisher campaign ends the account
Articles delivered late0AnyLate is the only failure mode that is entirely yours
Brief approval rounds per article1 to 23 or moreThree rounds means the kickoff call did not establish the voice or the audience. Fix the kickoff, not the briefs
Articles rejected after delivery0 to 1 per pilot2 or moreEither the acceptance criteria were not agreed, or the brief approval is being rushed
Tracked changes accepted by the customerMost of themAlmost noneIf a customer declines every edit, the editor and the brand voice disagree. Fix the style guide. Austen shows the count in the review but does not store it, so note it when the edits are applied
SEO and GEO scores on delivered articlesAverages steady or risingEither average falling two months runningAusten's own grades, shown on every article against a 90 target most articles do not reach: in the 60 days to 30 September 2026, 11 of 35 reached 90 on SEO and 3 of 35 on GEO.S6 Watch the trend, not the target. A falling average is an early warning about brief quality
Average delivered word countNear 1,500Above 2,000Editing is priced per word. A 2,200-word average moves the pilot margin from 77% to about 67%S10
Your hours per pilot8 to 12Above 15It is the binding constraint on the whole plan.S40 Measure it honestly on the first three

Money

NumberWhere it comes fromBase case, month 6Base case, month 12
Cash collected this monthStripe$10,988$20,272
Recurring revenueSubscriptions plus retainers$5,988$12,772
Pilots live this monthPilot status pages23
Subscriptions liveStripe8 Starter, 4 Pro18 Starter, 10 Pro
Retainers liveStripe24
Model cost per finished article/admin/costsTarget under $1.50; estimate is $0.79S9Same
Editing cost per 1,000 wordsProofed's own booksAssumed $35; must be measuredS10Same
Gross margin on the monthRevenue minus model, editing and payment feesTarget 75%+Target 78%+
The one number that can go wrong silently. The article allowance is enforced, but credits are measured and never enforced, so a Pro account running heavy optimisation, images, translations and derivatives around its 50 articles is invisible unless somebody looks.S7 That is what the first item in the Friday hour is for. Set an allowance from measured data before you ever turn CREDITS_ENFORCE on, and never turn measurement and enforcement on together.

The four numbers that rewrite this guide

  1. Real model cost per finished article, from /admin/costs, available now. Replaces the estimate table in Chapter 4.
  2. Real editing cost per 1,000 words, from Proofed's books. It is the single largest uncertainty in the whole guide and it moves the pilot margin between 77% and roughly 95%.
  3. Real reply rate by segment, after 100 accounts. Replaces the pipeline targets above and tells you which of the six segments to stop working.
  4. Real hours per pilot, after three. It decides how many retainers you can carry, which is the constraint the plan runs into around month 9.

A CRM that will actually get used

Do not buy one yet. Use a spreadsheet with one row per account and these columns: company, segment, priority, trigger, trigger URL, trigger checked date, contact one title, contact two title, touch one to five dates, reply yes or no, call date, demo date, outcome, next action, next action date. Sort by next action date every Friday. Move to a real CRM when you have more than 40 live conversations, not before, because the setup time buys you nothing at this stage.

The target CSV in Chapter 7 is already in this shape. Import it, add the tracking columns, and start.

What this chapter is not