Donor Engine · 03

Appeal performance you can act on while the appeal is still live.

Campaign reporting usually arrives after the campaign, which makes it history rather than management. HOPEAQUE measures response by segment and channel as gifts land, so the second wave of an appeal can be different from the first.

Granularity: Appeal, segment, channel
Cost tracking: Print, postage, fees, promotion
Feeds: The engagement score, per supporter

One appeal, four segments4 of your bed

Monthly9.1% resp

Volunteers6.4% resp

Annual3.2% resp

Lapsed0.4% resp

The same letter sent to four segments. Monthly donors and volunteers respond; the lapsed-reactivation segment does not, and it is the one that cost the most to reach.Illustrative appeal breakdown.

What gets measured

Four measurements, and the first one changes how you read the rest.

Response, by segment rather than in aggregate

A campaign total tells you almost nothing. The same appeal can carry a 9% response among monthly donors and 0.4% among a purchased list, and the average will hide both. HOPEAQUE splits every appeal by the segments you actually work with.

Channel effectiveness, per segment

Email works on the segment that reads email. Your older trust donors may answer a printed letter and nothing else. Channel lift is measured inside each segment, not across the whole file, so you stop paying for the channel that raised nothing.

Cost against what was raised

Print, postage, gateway fees and paid promotion recorded against the appeal that spent them. Cost per rupee raised for each channel, and the honest version of the number for the ones that lost money.

Mid-campaign, not post-mortem

The figures update while the appeal is live. If the monthly-donor segment has not moved by day four, there is still time to change the follow-up rather than write the learning into next year's plan.

Worked example

A monsoon relief appeal, read four days in.

The aggregate looks acceptable. The breakdown says the appeal is being carried entirely by people who already give monthly, and that the reactivation segment is burning the print budget.

Segment and channelReachedResponsePer rupee spent

Monthly donors, email1,2409.1%raised 41x

Active volunteers, email6106.4%raised 28x

Annual donors, printed letter8803.2%raised 4.1x

Annual donors, email8801.1%raised 19x

Lapsed reactivation, printed letter1,5000.4%lost 0.6x

What HOPEAQUE suggests on day four

Hold the second print run to the lapsed segment; the response does not cover the postage
Send the annual-donor letter recipients a short email follow-up, since email under-performed only because it went first
Move the volunteer segment to a personal ask from their shift coordinator rather than the general appeal

What it feeds back into the record

Every non-response is a signal on that supporter's engagement score, not just a blank cell
Three consecutive silences moves a supporter toward the drifting band
Supporters who gave to a relief appeal are tagged, so the next relief appeal starts warmer

On reactivation appeals

The lapsed segment losing money is not automatically a reason to stop writing to lapsed donors. It is a reason to stop reaching them with an expensive channel and a general appeal. Reactivation works when it is specific and cheap, which is exactly what the drifting list from the scoring engine is for.

Practical detail

How appeals are set up and attributed.

Attribution rules: Gifts attach to an appeal by coded link, reply reference, or manual assignment for offline gifts. A gift that arrives without a code goes to a review list instead of silently inflating your best-performing channel.
Segments: Built from record data and score bands: monthly donors, annual donors by band, active volunteers, lapsed by length, event attendees, first-time givers from a specific campaign.
Multi-channel appeals: One appeal can carry email, printed letter, messaging and a landing page. Each carries its own cost and response, and the appeal total is the sum rather than a guess.
Recurring campaigns: Annual appeals compare against their own previous runs, so a 3.2% response reads as up or down rather than as a floating number.
Payment platform integration: Gateway and donation-platform exports import against the appeal, including fees, so cost per rupee raised includes the transaction cost rather than ignoring it.

An appeal average is the arithmetic mean of one thing working and four things failing.

Split it while the appeal is still running and one of those four becomes fixable.

01Open an accountCreate your workspace, import a donor file, and see the bed planted with your own supporters.02Bring us your data problemLegacy donor database, split spreadsheets, unmatched receipts. Tell us the mess and we will map the migration.

Keep reading

Engagement & Retention ScoringWhere appeal silence becomes a signal on the supporter record.Impact ReportingWhat you send after the appeal, and why it decides the next one.PricingWhich tier includes appeal-level and channel-level reporting.