The measurement dashboard for a raise: eight numbers that matter
Measure reservations, active commitments, final investments, costs, and cancellations from the right systems. Reconcile to the intermediary.
By Bryce W Jones6 min read
A raise dashboard should answer whether the campaign is producing investment commitments at a cost the issuer can support, and whether it is on pace to reach its target. Eight numbers are enough to make most weekly decisions. The hard part is getting each number from the system that actually knows it. During a live Reg CF offering, commitments are provisional. Cancellations and material-change reconfirmations can change the total. Final completed investments are known only after close and reconciliation with the intermediary.
An ad account knows spend and attributed events. A CRM knows the people who expressed interest and the source recorded for them. The intermediary knows investment commitments, status changes, and cancellations. They will disagree. The dashboard has to show the disagreement instead of hiding it behind one large “conversions” tile. The cross-domain-tracking-for-a-raise and pixels-server-side-events-consent posts explain why the records separate.
The eight numbers, with their source
| Number | Calculate it from | What can mislead you |
|---|---|---|
| Cost per reservation | Media spend divided by valid interest records in the CRM | An ad platform can count a form event that never became a stored, usable lead. |
| Reservation to investment rate | During the raise, reserved people matched to active intermediary commitments; after close, reserved people matched to final investments | Label the live rate provisional. Unmatched people and later cancellations change it. |
| Cost per completed investment | After close, campaign spend divided by final intermediary investments; during the raise, show cost per active commitment as a separate provisional proxy | A live commitment can be canceled or fail reconfirmation. An ad event may be a duplicate or an incomplete transaction. |
| Average investment | During the raise, active committed amount divided by active commitments; after close, final amount divided by final investments | Label the live average provisional. Indicated amounts describe interest, not invested dollars. |
| Channel and creative breakdown | Spend and campaign IDs joined to active commitments, then final investments where possible | Unknown-source investments should stay unknown, not be assigned to the last clicked ad. |
| Existing-customer conversion | Pre-existing customer cohort in the CRM matched to active commitments, then to final investments after close | A later customer tag cannot tell you who was a customer before the raise. Live conversion is provisional. |
| Daily run rate against target | Net active committed amount, remaining target, and days to deadline | It is a forecast during the offering. Cancellations or failed reconfirmation can lower the total. |
| Cancellation rate | Canceled commitments divided by commitments eligible to cancel, from the intermediary | A cancellation can arrive after the ad dashboard has already celebrated a conversion. |
Define the denominator and date window on the dashboard. If spend is through Sunday but commitments are only exported through Friday, cost per active commitment will look worse than it is. If commitments are counted at click time and cancellations arrive days later, it will look better. Label the data lag and provisional state beside the number.
Cost per investment is the campaign number
Cost per completed investment connects the budget to the final outcome, but it cannot be known precisely before the close. During a live raise, use cost per active commitment to steer spending and label it provisional. When the intermediary confirms the final transaction ledger, replace that proxy with cost per completed investment and show the difference. It is still not the whole economics of a raise. Average investment, portal fees, production, and the issuer's own margins or cost of capital matter too. There is no universal “good” cost per investor. Work backward from this issuer's target, realistic average check, total allowable acquisition budget, and other costs.
During testing the waters, there are no completed investments to divide by. Cost per reservation is a learning measure, not a substitute for cost per investor. A low-cost list can be expensive if almost nobody invests. A smaller, more qualified list can be better. Do not rank channels on lead price alone.
The channel and creative cut is useful only if the source connection is credible. Mark confirmed matches, inferred matches, and unknowns separately. If the portal cannot return source fields, show campaign spend beside active commitment trends during the offering and final investment results after close. State that exact attribution is unavailable. Do not manufacture precision by making every investment belong to the last ad the team remembers running.
Watch the pace and the late changes
Daily run rate can be a simple calculation: target less net active commitments, divided by days left. It is a forecast, not final proceeds. Compare it with the recent pace, not only the average since launch. A strong first week can hide a stalled middle month. A weak opening can make the lifetime average look hopeless even after creative starts working. The deadline and target can change under the offering's rules, so the dashboard must use the current filed and portal terms.
Cancellation rate deserves its own line, especially near closing. Under Reg CF, investors generally have a right to cancel until forty-eight hours before the offering deadline, subject to the rule's details and notice requirements. Material changes can require reconfirmation, with commitments canceled if investors do not respond in time. The SEC's intermediary guidance explains these mechanics. A headline total that ignores them is not a dependable closing forecast. See reg-cf-limits-explained for the investor-side rules.
The existing-customer number is a useful check on one of the easiest assumptions to get wrong. A large customer list is not an investor audience by default. Fix the cohort at the start of the campaign, then measure how many of those people reserve and complete an investment. Do not credit every familiar email address as organic demand from the business.
Reconcile weekly; glance daily
Every day, look at spend, valid reservations, net active commitments, recent pace, and cancellations. That is enough to catch a broken form, a stopped campaign, or a material change in the close forecast. In launch week, also check the transition from the interest list to the live offering. In closing week, check deadlines and cancellation status with the intermediary before making a “last days” claim.
Once a week, reconcile the three ledgers. Export the intermediary's transactions and status changes. Join them to CRM records on stable IDs where permitted. Compare the intermediary's active commitment total with the ad systems' counts during the raise, and its final investment total after close. Investigate duplicate events, late exports, cancellations, failed reconfirmations, missing campaign IDs, and mismatched time zones. Freeze the week's version so a later correction can be explained rather than silently rewriting history.
Share a summary with counsel and the intermediary: spend, reservations, net active commitments, provisional pace, and exceptions that need review. Add final investment amount after the offering closes. They do not need a spreadsheet of names, emails, and indicated investment amounts to discuss the campaign. The crm-and-email-for-a-raise post covers the status record that feeds this report.
Leave reach, impressions, and video views off the headline. They can help diagnose creative, but they do not answer whether the raise is working. Leave the ad platform's own “return” number off it too unless it is reconciled to the intermediary. This dashboard should make an uncomfortable fact easy to see while there is still time to act.
FAQ
What metrics matter in an equity crowdfunding raise?
Track cost per reservation, reservation to investment rate, cost per investment, average investment, channel and creative performance, customer-list conversion, daily pace, and cancellations. During the live offering, base investment measures on active commitments and label them provisional. After close, calculate final measures from the intermediary's reconciled ledger.
What is a good cost per investor?
It depends on the issuer's average investment, offering costs, target, and available budget. Set a maximum from those economics. Use cost per active commitment as a provisional live measure, then compare the actual cost with final investments after close. A generic benchmark can hide a bad campaign or reject a good one.
Why does my portal show different numbers than my ads?
The systems count different events and use different timing and attribution rules. The portal records transaction states; the ad system records events it can observe or attribute. Reconcile them, and use the portal's ledger for financial totals.
How often should I review raise metrics?
Glance at the core figures daily and reconcile the ledgers weekly. Review more closely at launch, after a tracking change, after a material amendment, and near the close.
What is the most important number in a raise?
For campaign efficiency during a live raise, cost per active commitment is the useful provisional signal. Cost per final completed investment settles the result after close. For whether the offering will meet its target, net active commitments and recent pace matter alongside it. One metric cannot replace the closing forecast.