What are the highest-ROI AI use cases right now?
In order: getting cited by AI, then lifecycle, then paid-backed thought leadership. All three pay off, and they roughly stack on top of each other.
Why put getting cited by AI first?
Because the ground is still moving and there's real space to take. The people who owned a topic in old-school SEO aren't always the ones winning the AI answers for it, so you can take those spaces from established competitors.
And the buyers are already there. G2's 2026 research found 51% of B2B software buyers now start their research in an AI chatbot, and a third bought from a vendor they'd never heard of before the AI named it. If you're not in those answers, you're not on the list. That's the whole case for our AEO and search work, and there's a fuller version in why your brand doesn't show up when buyers ask AI.
What makes lifecycle the second-best play?
Because most teams use AI in lifecycle for the wrong thing. They hyper-personalise emails until they're creepy: the "I saw you went to this college and have a cousin in your area" school of outreach. Too much information, and it backfires.
The ROI is in matching the right content to the moment someone hits a problem. If the signal is a recent job change, look at what they moved to, how long they were at the last place, what might be worrying them now, then pull the piece from your backlog that speaks to it. It stops being a static three-email sequence and becomes: they hit a signal, here's why, here's the single most useful thing to send.
Stop over-personalising the message. Use AI to understand the moment, then send the one thing that actually helps.
That's the heart of a proper lifecycle engine.
How does paid-backed thought leadership work?
It's a simple play almost nobody runs properly. Use AI to build look-alike audiences from people you've already sold to and your tier-one list, once in bulk, and set up signals that add new people automatically as they qualify. Put them in a LinkedIn audience. Then, when you publish a thought-leadership post that suits that sector, put a little paid budget behind it to that audience. You might only post something that fits every few weeks, but when you do, people who've never heard of you start seeing you, and you already know they fit.
What's the one overhyped use case to skip?
Auto-connecting and auto-DMing everyone who likes or comments on your posts. In B2B the volume is rarely so high that you can't handle it yourself in fifteen minutes each morning.
We automate these small things because "that's fifteen minutes off my plate." What we've actually done is turn a warm, earned lead into a fluffy nothing message.
If someone in your ideal audience finally engages, that's the last thing you should hand to a bot. Which parts to automate and which to protect is the same call we cover in what to automate in GTM. If you want a hand picking the plays worth automating for your team, book a free Growth Audit.
Frequently asked questions
Why is AI visibility the top play?
Because buyers have moved there faster than most brands have. With over half of B2B software research now starting in an AI chatbot, being cited in those answers is where new pipeline is being decided, and the incumbents have not locked it up yet.
How is good AI lifecycle different from creepy personalisation?
Creepy personalisation stuffs an email with everything you could find about a person. Good lifecycle uses AI to read the moment they hit a problem and sends the single most useful piece of content for it. Enrich the situation, not the individual.
Do I need a big budget for paid-backed thought leadership?
No. You are boosting the occasional post to a pre-qualified look-alike audience, not running always-on campaigns. Small, targeted spend behind content that fits the audience is enough to earn early awareness.
Why not automate LinkedIn connections and DMs?
In B2B the volume is manageable by hand, and automated connects and DMs read as exactly what they are. Engaging warm leads yourself is one of the highest-value fifteen minutes in your day, not a chore to hand off.
