Engagement and adoption comes up frequently once an association has launched their AI assistant. And of course, it’s the most important metric to look at. Are our members engaging with this new tool, and are they actually adopting it / are there repeat users.
One thing to remember in looking at metrics associated with your AI assistant is that the assistant, on its own, does not bring in new members. It doesn’t magically make people who were not engaging before suddenly engage, without being prompted. That’s the caveat. It will engage members or reach a new audience because you have a real reason to message your audience.
What your assistant will do on its own: make your expertise easier to reach, create a smoother certification experience, give people answers faster, and more. These things can absolutely lift engagement organically over time, but bringing in new members and bringing members back to engage will require marketing.
So, the real question isn't "will this increase engagement?" It's "how do I get members to actually use the excellent thing I just built?" Part of that answer is marketing. And it's the part a lot of associations underestimate.
Set Expectations and Baseline Your Engagement:
You can't tell whether your assistant is working if you don't know where you started. So, before you push adoption, write down your current numbers. A few worth grabbing:
Then watch how they move once the assistant is live and you're promoting it. Are more people coming back because things are easier to find? Are your resources getting more views? Is your "Contact Us" page getting fewer hits because members can find answers on their own now? That last one is a quiet win nobody thinks to look for. When self-service goes up, support requests tend to go down.
Baseline first. Otherwise every result is a guess, and you'll have nothing to point to when you want to prove the value you're building.
Having an AI Assistant is Cool and a Big Deal:
It's easy to get numb to this, so a reminder: an AI assistant trained on your organization's expertise is a genuinely big deal and very cool.
If you've ever asked ChatGPT or Claude about something you know really well, you've probably noticed how much it guesses. Confident, and often wrong at the edges. A specialized assistant trained on your certification program, your standards, your event, your legislative work is a completely different animal. It's instructed to never guess. It's either right, or it tells you it's unsure and either needs more information or hasn't been trained on that yet. For a member trying to get something right, that's the whole point.
That is worth telling people about. Which brings me to the part I really want to land.
Marketing is the Work, Not the Afterthought:
I spent years on the marketing team at an association, so I know the feeling. You need a reason to reach out to members, but you're so tired of pushing the same member benefits that don't apply to everyone and don't really move anyone.
This is different. Your assistant benefits every single member. It can help someone find their next professional development program, work through a confusing technical situation, make sense of a set of standards, prep for a certification exam, stay on top of legislation that actually affects them, or pick the right sessions at your conference. There's not a member it doesn't serve. That's a real reason to reach out, and you should use it more than once.
Here's why "more than once" matters. Look at what happens when the promotion stops. One customer launched with a strong push and got real early traction: about 65% of all the usage that instance has ever seen came in the first four months, roughly 87 exchanges a month. Then the promotion stopped. Usage dropped to about a fifth of that, 16 to 21 exchanges a month, and it's stayed there for a few months with no recovery. The tool didn't get worse. The marketing just ended.
Now the other direction. Two customers who kept promoting, and tied that promotion to real moments, grew quarter over quarter. One public instance grew conversations about 9% and unique users about 18% from Q1 to Q2. Another grew message exchanges 25%, and its single most-referenced piece of content in Q2 was its annual summit FAQ. That's not a coincidence. They had an event to point to, they pointed members at the assistant, and usage climbed.
Adoption follows attention. Plan to earn it again and again.
Real Things to Start Doing Now:
None of this requires a big project. Start with whatever you can ship this week.
Drop clickable prompts where members already are. Don't slap a generic "Try our AI assistant" banner on a quiet page and call it done. Put specific, literal prompts on the pages members already visit. "Ask about the protected classes in my county" beats "Ask us anything" every time, because it shows the value instead of just claiming it. Keep it to three to five prompts per page and swap them out by season and topic.
Use the pre-loaded prompt trick. You can load a prompt right into a link so it runs and answers the second someone clicks. Just add /?prompt=[your custom prompt] to the end of your Betty landing page URL, then drop those ready-to-go links into your CTAs, newsletters, emails, and social posts. One click, instant value, no blank box to stare at.
Give it jobs, not just answers. An answer gets read once. A job gives the member something to walk away with: a drafted notice, a built checklist, a plan that's actually theirs. Tie each job to a real moment so your promotion has something specific to point to. "Build your prep checklist for [seasonal event]." "Draft the notice you need to send." "Write your talking points for [timely issue]." Timed and specific beats generic and always-on.
Make it your event concierge. If you run a conference, this is one of the highest-value things you can do. Load your session data and the assistant can build a personalized agenda from someone's role and interests, draft the justification letter they need to get their trip approved, and act as a live companion on-site answering "When does [Session name] start?" One customer rebuilt their assistant into a full event concierge and logged 350+ conversations across the before, during, and after of a single conference. Another sends attendees from a "Start planning" button on their event site straight into the assistant, which hands them a couple of quick links and then asks a few questions to help them plan their time. Members come back to it across the whole event instead of using it once.
Turn your staff into the best advertisement. Every time a member emails or calls your team with a question the assistant could handle, have your team answer with "I asked [Betty] and here's what she said." It models the behavior, shows the tool is trusted internally, and quietly reminds members they could've gotten that answer instantly themselves.
Show, don't tell. The fastest way to teach members what's possible is to show them a real exchange. Have someone on your team share an actual "look what I asked, and look what I got back" in your newsletter. Lead with examples that show a job getting done, a notice drafted or a checklist built, over a simple Q&A. The example itself teaches people what to try next.
The Ending and Key Takeaway:
Your assistant improves the member experience. That's real, and it's worth a lot. But it improves the experience of the members who actually use it, and getting them to use it is a marketing job that doesn't end at launch. Set your baseline, keep giving members real reasons to come back, and tie every push to a moment that matters to them. The associations watching their numbers climb aren't the ones with a better assistant. They're the ones who kept showing up to promote it.