Using non-donor knowledge to enhance segmentation

Yesterday, we introduced you to two special people that a traditional RFM analysis would group as 4-6 month $25-49.99 multis.  To wit:

Since Sandy first donated to your organization in 1992, she’s given over 100 gifts.  Nothing exorbitant – she’s now giving $30 every three or four months – but she also has volunteered, come to three walks, signed up for emails, and taken almost every advocacy action you offer.

On the other hand, you acquired Miriam from an outside list in 2012.  She gave $25, but nothing since then.  You don’t have her email or phone number, but a last chance lapsed package piqued her interest four months ago and she gave another $25.

We talked about how their donation history can and should differentiate them.  There are additional indicators here, however, that can also enhance your messaging and segmentation:

Online interactions.  If someone is active online, it’s relatively simple to group their interests by their activity – what they click on, look at, and interact with.  (Actually, technically, interact with is the easiest, click on is slightly harder, and look at can be a bear with some online tools.)

With Sandy, she is an advocate for you and doesn’t seem to require premiums to donate – perhaps you can replace the labels in that upcoming package with a paper version of an action alert – cheaper, and likely more effective.

Other organizational interactions.  Sandy has been a walker – do you want to mention that your walk is coming up in 90 days in the PS or in a buckslip?  Similarly, you should probably customize the messaging to acknowledge that she has given her time as well as her donations.  Making her feel known will only help her loyalty.

Outside data.  Getting outside data on your donors can help you adapt your tactics.  If you find out that Miriam does all of her banking online, perhaps she’s a better target for an EFT-based monthly gift than you thought (with the right messaging).

List co-operative data may indicate that that she gives to nine other charities far more often and more generously than to you.  Perhaps she’s just not that into you and you might want to cut your losses soon than you might have thought.

You may find out she does a lot of business on the telephone and find that it isn’t your organization that wasn’t lighting her up; it was the means by which you were approaching her.

All this and more can come from data appends.  And you can try to get that email address and engage her online, so hopefully you can learn more about her.

All of this – donor and non-donor interactions – are masked by an overarching RFM category.  But what if we could dispense with RFM categories altogether?  We’ll talk about that Friday; if you don’t want to miss it, or any of our Direct to Donor posts, please sign up for our free weekly newsletter.

Using non-donor knowledge to enhance segmentation

Time value of donations: I would gladly pay you Tuesday for a warm feeling today

Are you ready to increase your monthly donations?  Can you wait until two months from now?

It’s time for a week of studies of nonprofit direct marketing.  This has quickly become one of the favorite types of post on the blog, so if you don’t want to miss the entries later in the week on ask strings, matching gifts, when to ask to support awareness activities and more, please sign up for my free weekly newsletter.

Today’s study comes to us from Anna Breman of the Stockholm School of Economics (it’s not actually a great school of economics, but the longer they keep you there, the more you believe it is*).

In it, she tries a unique approach to increasing monthly donations that, since the title of the paper is Give More Tomorrow, you can probably guess worked.

 

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Wimpy, Patron Saint of the Time Value of Money

The experiment takes advantage of one of those cognitive biases or heuristics we are always yammering on about (explanation of heuristics here).  In this case, being human means that you prefer immediate benefits and delayed costs.  This is why diets start tomorrow, plasma TVs trump retirement savings, and dentists ask you to commit to a time to come back rather than trusting that one day you will feel like a dentist visit.  It’s also why, in a famous experiment with children, the pull of one marshmallow now is strong even when there is a promise of two marshmallows later.

So what if you could commit future-you to making a monthly donation, but present-you doesn’t have to feel the pain?  It makes a lot of sense, given Benartzi and Thaler’s experience with a Save More Tomorrow plan that successfully asked employees to commit a portion of their future pay raises to savings.

Breman worked with a Swedish charity Diakonia** and their existing bank of monthly donors.  In one group, they asked their sustainers to increase their monthly donation now.  In the other, they asked sustainers to increase their monthly donation in two months.

The increase in donations was 32% more in the group asked to increase their donations in two months.  Part of this was an increase in average donation (19%) and part was an increase in the frequency of donation rate (11%).

And, looking back, the treatment donors were no more likely to cancel or decrease their monthly donation than the control group.  In fact, the long-run effect was slightly higher than the short-run effect.

This seems like a tactic that is easily implemented on the phone.  It would be harder online if you are using an out-of-the-box online solution.  I won’t mention any names (*cough*cough*BlackbaudLuminate*cough*cough*), but some programs are so inflexible you can’t even schedule monthly donations to be processed on a specific date each month, as is common practice for monthly donations.

While the study did not ask this question, I would also wager than donors who increased their giving months down the road were also happier with their decision as a result.  It’s quite common to have stress reactions to charitable asks (even when one wants to give) and knowing that you don’t have to give now in order to have the impact that you want could be soothing.

The next test, I would argue, for academia is whether this technique also works for monthly donor acquisition/conversion.  It would seem that the same logic would apply, but I don’t know of anyone who has tested it.

So, if you are among the bold and fortunate few, can I prevail upon you to share your experience in the comments or to email me at nick@directtodonor.com so that I might illuminate your fellow readers (and myself)?  Thanks in advance and hope you enjoyed reading.


* I just couldn’t help myself for this joke.  I apologize for that joke to you the audience, Anna Breman, the Stockholm School of Economics, any former or current hostages, the people of Stockholm and Sweden, people of Scandinavian extraction, and people who drive Volvos or have Ikea furniture.  Also to Tom Hanks.  He knows why.

** I should also apologize to Diakonia, which does really good work on sustainable development around the world.

Time value of donations: I would gladly pay you Tuesday for a warm feeling today

Using your real estate better: post-donation interaction

Online and telemarketing donations have a unique feature that few other direct marketing interactions have: you are still communicating with them once they have made their donation.

Obviously, a large part of this post-donation interaction should be aimed at confirming that the donation was made and sincerely thanking the person for contributing to the cause.

But there is a unique opportunity in these interactions to get additional value from and give additional value to your donors; it’s the time between donation and processing.  A person has selected an amount, given their credit card (or EFT) information, and decided to make the donation (whether online or by phone).  But the person or the series of tubes has not yet processed the credit card.

You may not even have known there was a time in between donation and processing; I know it took me years before realizing this.  But you can put a shadowbox on your donation page immediately after someone hits “Submit” (or hopefully a more creative button like “Save Lives Now!”).  For telemarketers, it’s just a part of the script.

Since the donor is unlikely to turn back at this point, it’s an ideal time to explore an additional option with them (and I do mean “an” in the sense of “one and only one” – we do not want to turn off the donor).  There are two goals you can have for this: upgrade in amount or upgrade in kind.

If you are looking to upgrade in amount, I would suggest:

  • Selecting a small amount – something that is 10% or less of your normal donation in the medium.
  • Tying it directly to a tangible and immediate win for the donor – e.g., “if you add $3 to your donation right now, you’ll be feeding a child three healthy, lifesaving meals in war-torn Freedonia tomorrow.”
  • Making it very easy to say no and move on with the original donation.  This is not a circumstance to let the better be the enemy of the good.

Because of the limited upside of this tactic, I would suggest the second option: aiming for an upgrade in kind.  This will almost always be trying to upgrade to a monthly gift.  Some tips on this upgrade:

Don’t get greedy.  One of the more frequent upgrade strategies attempted online is a check box that says “repeat this gift on a monthly basis” as part of the donation form.  There are three problems with this:

  1. It explains none of the reasons why you would want to do such a thing
  2. It’s stilted, non-donor-friendly language
  3. It’s before the donation is attempted.  In this case, if the donor is turned off by this half-asked ask, there is no donation.

You want to make the donation ask small enough that it seems like a similar amount of money to what they have already pledged to give.  While you will want to test what this amount is for your organization, I’d advocate a rule of thumb that you’d want to start at about a quarter, plus or minus, of what a person has pledged to give.  Thus, if someone wanted to make a $100 gift, ask them if they would like to make a $25 monthly donation instead.

It doesn’t take a rocket surgeon or a brain scientist to see that this will take at least four months to pay off.  But the average monthly donor is far more loyal than the average one-time donor and will likely extend out past this four-month mark.  And, since we humans value present money more than future money (witness the exchange rate we are taught between birds-in-hand and birds-in-bush), this seems reasonable-ish to the prospective donor.

Explain the benefits of the upgrade to the organization. Your donor has already made the tough decision: to donate to you in order to help people.  If there is a way that they can be more effective in their giving, they are more receptive to it at this point than almost any other (and, at the very least, are not that likely to be turned off by it).  So let them know that giving a smaller amount per month helps even more, because it’s predictable revenue that helps you get through lean times together.  You’ll also likely want to have some strong social math here (what does their $10/month do in terms of tangible benefit) as well as positioning against a hedonic good (“that’s the price of a cup of coffee each day”) to help you win the upgrade.

Explain the benefits of the upgrade to the donor.  Of course, to some extent, being able to help more people is a benefit to the donor – that was their goal going in and they are able to do more of it.  However, there are also tangible benefits as well:

  • Ease.  No more forgetting a donation the donor might want to make.
  • Budgeting.  The donor would be able to budget for donations on a monthly basis, which is how our mental accounting systems usually work.
  • The donor will be able to cancel at any time.  This is critical in the pitch.  You want people to know that you want only 100% satisfied* donors and thus want them to have freedom in their donation.  This is also because one of the primary mental objections to setting a monthly donation is “what if I change my mind?” (and its close cousin, “what if the organization does something I don’t like?”).

You can also put in whatever benefits your organization has for monthly donors (e.g., special member card, donor newsletter, etc.), but I would test it both with and without.  You might find your donors are more drawn in by the mission and the impact they are having and don’t want that special relationship cheapened.

Speaking of special relationships, I’d like to have one with you through our weekly newsletter.  You can sign up here and get the week’s updates in digest form, along with late-breaking thoughts and information.  Thanks for reading!

* Perhaps even donors who are 110% satisfied, for those direct marketers who are bad at math.

Using your real estate better: post-donation interaction

It’s time to stop… the donor pyramid

All pyramids are lies.They have a dishonest scheme named after them.  They will not keep your razor blades sharp or apples fresh.  They messed up the four food groups.  Maslow’s Hierarchy of Needs isn’t really true (in the sense that there are fundamental needs, but there isn’t a hierarchy).  Even the Egyptian pyramids were really built by aliens.  I know that last one is true because I saw it on the History Channel and you can’t have lies in history.

They have a dishonest scheme named after them.  They will not keep your razor blades sharp or apples fresh.  They messed up the four food groups.  Maslow’s Hierarchy of Needs isn’t really true (in the sense that there are fundamental needs, but there isn’t a hierarchy).  Even the Egyptian pyramids were really built by aliens.  I know that last one is true because I saw it on the History Channel and you can’t have lies in history.

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It’s time to give up the donor pyramid as yet another three-dimensional-triangle lie, something that desperate presenters shove into PowerPoint slides to give the illusion of intelligence.  (See also: clipart of stick figures doing things, photos of people shaking hands, any time arrows make a circle.)

So let’s see and know the enemy:

pyramid-12

It looks innocent enough.  But do not be drawn in by its tetrahedral lies.  These include, but are not limited to:

Steady steps up the pyramid.  Some illustrations even have a person climbing up the side of the donor pyramid like Yodeling Guy from The Price Is Right (I’m sure Yodeling Guy has a canonical name and such, but hopefully the description suffices).  In reality, steps are so frequently skipped as to render the metaphor useless.  Think of the little old lady who gave your organization $10 each year at Christmas, then left you a bequest of $400,000.  She skipped all of the steps.  You didn’t even try to get her to be a monthly donor, because your modeling indicated that she probably refers to going online as “The Google.”  And major donor?  Fuhgeddaboutit.  $10 per year.  She was probably the last person you were going to ask.  Literally, the last person.

I will bet the contents of my wallet (two dollars cash and seven receipts from my trip to DMA) that this experience happens more often than someone stopping at every step of the so-called donor pyramid.  At the point that the worst-case scenario for your metaphor is more common than your best-case, you have a metaphor problem.

More mundanely, it’s probably counterproductive to think that you are moving someone up one step at a time.  Take a look at monthly givers versus major givers.  Yes, you are probably going to invite your monthly donors to make major givers.  But if someone is giving you a thousand dollars through the mail and comes in high on wealth screening and affinity, you are going to start personal cultivation with that person (while not removing them from direct marketing, because you are not an idiot).  That will come at the expense of, and rightly so, an invitation to, and stop off in, monthly donor land.

The donor experience pinnacle is death.  If this is true for your organization, take a good long look at your donor relations processes.

Progress.  The donor pyramid has never heard of a lapsed donor.  When the donor pyramid thinks someone is about to say “lapsed donor,” it sticks its fingers in its ears* and says “lalalalalalalalalala” like a recalcitrant seven-year-old.**  The idea that you would have to get a donor back doesn’t occur to this pyramid – its donors are too busy ascending.

Meanwhile, in reality, lapsed donors are valuable.  They are less valuable than multi-donors, but more valuable than person-off-the-street.  But they don’t fit into the pyramid power’s progress.  So they are left aside.

This last point also shines the way to the better analogy: the donor flowchart.  It isn’t as aesthetically pleasing, but it is true.  In being true, it also helps us better conceptualize our process.  We need to differentiate major donor versus monthly donor asks.  We need to try to get our lapsing donors back.  And death is not the only way the donor story ends.

So congratulations, donor pyramid.  You make our list of Things to Stop Doing.  Now, if someone asks where your donor pyramid slide is, let them know that aliens took it.  After all, aliens are far more plausible than the pyramid-y version of the donor story.

* Yes, in this analogy, pyramids have fingers and ears.

** This author has a seven-year-old and knows of what he speaks.

It’s time to stop… the donor pyramid

Welcome step three: Ask again

Now you have thanked someone for their gift, you’ve used both asking and revealed preferences to learn about your donor, and you have given your donor opportunities to learn about you.  Once all of this is established, you should ask again.

I’ve said earlier that the welcome series time doesn’t matter too much to me, as long as you are accomplishing all of these objectives.  I’m going to give lie to that here to say that you should be trying to get to this point fairly soon (within 15-30 days online; within 30-60 days offline).  Contrary to your intuition and the indignant cries of your board members that they would never give again so soon after making a first gift, this window is actually your best opportunity for getting that second gift.

And it is critical to get that second gift, for a couple of reasons:

  • Your likelihood of retaining a donor goes up significantly after a second gift.  This is why I advocate not looking at a monolithic retention rate.  Instead, it’s best to break down into retention among new, first-year, lapsed reinstated, and multiyear donors; the retention rates among these are really that different.  Indeed, that’s why on Monday I said that a one-time giver is not really a donor.  Retention rates after first gift are really that low.

  • The second gift sets the tone for the rest of their relationship with you.  Looking at one of the studies we’ve discussed on ask strings, you can see that first-time donors are fluid in terms of their giving. They are in a place where it is literally better to ask them for anything but what they gave previously.  Multidonors, on the other hand, need to be asked for what they were asked for previously.  Ask them for too little and they will downgrade; too much and they will not give.

1280px-Blacksmith_workingImage source here.
It’s a metaphor for a reason: cool metal hardens — only when it is hot is it pliable.

If you have done your welcome series/letter/email/whatever well, this ask should be natural.  You’ve learned about them, you’ve customized your ask to specifically what they want to hear about and who they are, and you know that what you are asking them for is something they will support.

Because of this, and because of the fluidity of first-time donors, I strongly advocate that this second ask be an upgrade in amount or degree.

After all, your ask now should be improved from your semi-blind graspings in acquisition, where your goal was to cast your net far and wide.

And you can drastically increase the value of your donor (to you and hopefully to them) by upgrading them to a monthly giver.

There are some who advocate for acquiring with a monthly giving ask (and, in fact, acquiring with only a monthly giving ask).  As I’ve mentioned, I don’t have the guts to try this yet, other than in means like DRTV where the medium is too expensive to try anything else.  (If you’ve done this, please write in the comments or to nick@directtodonor.com.  I would love to share your experiences with the readers of this blog and/or to read them myself).

But post-acquisition, you may have the perfect storm of factors to lead someone to become a monthly giver:

  • They are still in the glow of their first gift
  • You’ve created a customized experience for them
  • They have not yet become set in their ways of how they give to you.  We’ll talk more about mental accounting at some point, but suffice it to say that people have different boxes of finances in their heads.  Once you are in a box, it is difficult to break out of it unless the person’s finances or perceptions of you change.

We’ll dedicate a week to monthly giving, but you’ve already seen some of the tactics you can bring to bear in this upgrade ask:

It’s definitely worth testing against a more traditional upgrade strategy that would ask for a larger one-time gift.  So test away, but make sure both versions incorporate what you know about the donor.

Welcome step three: Ask again

A direct marketing bridge to… monthly giving

I had the pleasure of hearing a speaker from Greenpeace talk about how you should never ask for a one-time gift.  In fact, he went so far as to say that you should turn down the one-time gift if offered because it is the wrong response.

I loved this talk, but I will freely admit that I lack the intestinal fortitude and the spinal integrity (guts and backbone) to try this approach.  Monthly giving is certainly more and more popular and more accepted in the United States, both with credit cards and with EFTs.  Electronic banking has helped with this; hacking scandals hurt, as you force everyone who shopped at Target (a purely hypothetical example) to change their credit card on your site.

 

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I can’t imagine why hackers would aim for this company…

But it still seems like we have at least one technological generation of people to go before every gift will be a monthly gift (Greenpeace, with a substantially younger supporter base than the average nonprofit, may already be there).

So I will confess that this is the wimp’s guide to getting into monthly giving.

First, as with planned giving yesterday, plan out your systems.  Part of this is the giving society you have for monthly giving (and benefit levels, if you choose to have them or incorporate a membership concept).  But the major part is managing exceptions.

You want to have a plan when credit cards are declined to try them again, potentially twice.  Then, you want to have a plan to reach out to that donor to attempt to obtain their new credit card information and a continued gift (telemarketing and email, not in that order, are preferred for speed).  Failing all attempts to get them into a monthly cycle again, you want to restart the appeal process, ideally to rejoin the monthly giving society.

The best way to do this is to charge all of your credit cards on one day a month.  Which is another way of saying “don’t use Luminate CRM for your monthly gifts.”  I had the pleasure of meeting with my then Convio, now Blackbaud, rep about one time per year and every time I would ask them to create the ability to charge all on one day so you can automate the recapture process and coordinate it with offline monthly donors.  They would look at me with the same expression that a Labrador retriever would use to regard the space shuttle and say they had never heard of something so absurd and no one else in history would ask for such a thing.

While just meant that I talked to more of their customers than they did because most people I talked to bemoaned the lack of single day processing.

So you want an online and an offline system for processing your cards and EFTs in place and a system for following up on declines.

Now, as for getting monthly donations, you should definitely have monthly giving incorporated into your online strategy and as much a focus of your donation forms as you can without giving away net.  You should also have it mentioned in direct mail pieces, especially in acknowledgment follow-ups (a good opportunity for a buckslip for the people who aren’t getting the planned giving one) and donor newsletters.

But telemarketing is the best means I have seen of getting a bulk audience of monthly giving donors.  Modeling your donors helps immensely. Your donors who already use online banking, who are receptive to telemarketing, and/or who do frequent online ordering are going to be good targets for this. Also, your telemarketing vendor should have a history of who paid by credit card in the past.  I’m not saying the people who send checks in for a pledge will be entirely useless for monthly giving, but I will say they will be mostly useless (for this; they are lovely people who are doing great work through great causes).

Since I’ve been critical of Blackbaud above with my Luminate ravings, I will say that I’ve had good experience with the Target Analytics Group’s telemarketing receptivity index.  I’ve found that it does a good job of separating out among people who haven’t given by telemarketing to find who is most likely to (that said, everyone who had given a gift in telemarketing before outpaces everyone who hasn’t in terms of calling).

One weird data anomaly – when I did sustainer calling, the best performing group were the people who had given through telemarketing to us, but rated low on the TAG telemarketing index.  We hypothesize that these were our special little snowflakes who we knew gave through the phone, but no-one else did.

Use a follow-up ask in traditional telemarketing. While you can and possibly should do telemarketing strictly for monthly givers, you can work with your callers to ask for a monthly gift after they have the credit card information from a donor.  The script would go something like “Thank you, Mr. Hinx, for your donation of $40 today.  Before I process that, would you like to be part of our [name of monthly giving society]?  It’s for especially loyal donors who make a gift each month on your credit card that you can cancel at any time.  I could set you up for a donation of $10 a month instead of your $40 donation today?”

The divide by 3-5 to get the monthly gift is a pretty good rule of thumb.  Before I had a lot of online giving experience, I took our average offline gift, which was about $28 at the time, divided it by 12 to get $2, then set up an ask string of $2, $4, and $8 for a monthly gift.  The average monthly donation on that form was almost $10 – the first and only time I’ve had the average gift be higher than anything on the ask string.  So learn from my idiocy.

In fact, if I had to rename this blog today, I could do far worse than LearnFromMyIdiocy.com.  It is available, but at some point, I’m going to have to blog about how rebranding is almost never the answer to a fundraising question, so Direct to Donor it is.

Thank you for reading once again.  Please let me know what you’d like me to cover next at nick@directtodonor.com or in the comments below!

A direct marketing bridge to… monthly giving