Most businesses can tell you how many messages their Facebook Page sent last month. Far fewer can tell you what those conversations were actually worth. Measuring Messenger marketing ROI properly means moving past vanity metrics like open rate and looking at three things: how fast you reply, how often the conversation actually resolves something, and whether it turns into revenue you can trace back through your CRM.
Open rate on Messenger is almost always high, which makes it a poor way to judge success — nearly every message gets seen. The real question isn't whether someone opened your message, it's whether the conversation that followed was useful enough to lead somewhere: a resolved query, a booking, a sale, or a customer who trusts you more than they did before they messaged.
What to track instead of open rate
Response time is the easiest of the three to measure and the one most likely to be quietly getting worse as message volume grows. It's not just an average worth tracking, but the spread — a good average can hide plenty of messages that sat for hours because nobody was assigned to them.
A fast reply that doesn't actually answer the question isn't a win. Resolution rate looks at how many conversations end with the customer's problem solved, rather than left hanging, escalated repeatedly, or abandoned. It's a more honest measure of whether your Messenger setup is working than response time alone, because it captures quality, not just speed.
Tag conversations as they close
A simple resolved / unresolved / escalated tag on every closed conversation turns resolution rate into something you can actually report on, rather than a guess.
This is where most businesses lose the thread entirely. A Messenger conversation happens in one place, and the sale gets recorded somewhere else, with no link between the two. Without that link, there's no way to know whether Messenger is actually driving revenue or just generating chatter.
The fix is treating every Messenger conversation as an event on a customer's CRM record, the same way an email open or a website visit would be logged. When a conversation leads to a booking or purchase, that outcome needs to sit against the same contact, not in a separate system nobody cross-references.
Setting up conversation-to-sale tracking
Attach every Messenger conversation to a CRM contact
Even first-time enquiries should create or match to a contact record, not sit as an isolated thread.
Tag the outcome of each conversation
Booked, purchased, still deciding, not converted — a simple outcome tag is enough to start measuring conversion.
Connect the sale back to the conversation that led to it
When an order or booking is created, log which channel and conversation it came from.
Review conversion by segment, not just in total
A single overall conversion number hides which types of enquiry actually turn into sales.
What a trackable outcome looks like in the CRM
Contact: Sarah M. Channel: Messenger Conversation: Asked about appointment availability this week Outcome: Booked — Tuesday 2pm Linked value: £85
“We didn't realise how much revenue was starting on Messenger until we could actually see the conversation sitting next to the booking in the CRM.”
— Havari customer, service-based business
What's a reasonable resolution rate to aim for?
There's no universal benchmark, but tracking it consistently over time matters more than the exact number — a falling resolution rate is an early warning worth acting on.
Do we need separate software to track conversation-to-sale conversion?
Not if your Messenger conversations already sit inside the same CRM as your sales and bookings — the tracking is a matter of tagging outcomes consistently, not adding new tools.
Is response time still worth tracking if most of our volume is automated?
Yes — automated replies should be near-instant, so response time becomes a measure of how quickly a human picks up once a conversation is handed off.
Havari keeps Messenger conversations inside the same CRM as SMS, WhatsApp and email, so response time, resolution and outcome sit against one customer record rather than being scattered across separate tools. Once a conversation and a sale live in the same place, Messenger ROI stops being a guess and starts being a number you can actually report on.