What CarDealer Live Taught Us About Where AI Actually Matters

As margins tighten and stock gets harder, execution becomes the real differentiator

Yesterday we spent the day at CarDealer Live.

First, credit where it’s due.
Huge credit to James Baggott and the team for putting together one of the most insightful events in the UK automotive calendar. If you want a full breakdown of the event, Worth reading their live blog

What follows is our take. Not a recap of everything, but the parts that matter most for where the industry is going and what we’re building at Ombox.

1. AI is here. But trust is still catching up.

There’s a clear shift happening.

On one side:

• Dealers are experimenting with AI tools directly

• Some are already using tools like Claude to build their own workflows

On the other:

• There’s still real skepticism

• Particularly around reliability, control, and ROI

This creates an interesting tension:

AI is inevitable.
But trust hasn’t caught up to capability.

The winners in this space won’t be the most “advanced AI”.

They’ll be the ones that:

• are simple

• are reliable

• clearly tie to revenue

2. The biggest problem isn’t demand

This was probably the clearest signal of the entire event.

When asked where revenue is being lost:

• 38% said lead management & follow-up

• far ahead of inventory, admin, or reporting

At the same time:

• 63% of customer engagement happens outside business hours

Let that sink in.

Most engagement:

• happens when dealerships are closed

• and the biggest revenue leak is…

• how leads are handled and followed up

The problem isn’t generating demand.
The problem is what happens after the enquiry comes in.

3. The industry has optimised the wrong layer

Over the last decade, the industry has become extremely good at:

• generating leads

• aggregating demand

• improving pricing transparency

Platforms like AutoTrader and carwow have done this incredibly well, something I saw first-hand during my time at carwow

But that has created a second-order effect:

• margins are tighter

• competition is higher

• customers are more informed

Which means:

Every missed lead matters more.
Every slow response costs more.

And yet:

• follow-up is inconsistent

• processes break

• execution depends on people, time, and availability

4. Stock is getting harder. Profit is getting harder.

Another strong signal:

• 57% believe 3–7 year old vehicles will be hardest to source

• Interestingly, newer vehicles, including EVs, weren’t seen as the biggest sourcing challenge, with pressure expected more in the 3–7 year segmen

At the same time:

• competition for stock is increasing

• holding stock is more expensive

• margins are under pressure

This creates a shift:

You can’t rely on margin.
You can’t rely on supply.
You have to rely on execution.

5. AI today = efficiency. AI tomorrow = conversion

When asked where AI is delivering value today:

• Customer experience (44%)

• Back-office efficiency (35%)

• Commercial strategy (7%)

This is telling.

Right now, AI is being used to:

• make things faster

• reduce admin

• improve experience

But very little is being applied to:

• directly drive revenue

That’s the gap.

6. The real opportunity: execution as infrastructure

At Ombox, this is exactly what we’re focused on.

Not:

• generating more leads

• building another ‘AI tool’

But:

Making sure every enquiry gets handled
and every lead gets worked properly

Because in today’s market:

• you’ve already paid for the lead

• you’ve already generated demand

The difference is:

• whether you convert it

• or lose it

7. Where this goes next

If you zoom out, the pattern is clear:

• The industry has got much better at generating demand, but not at converting it consistently.

• Pricing is transparent

• Supply is competitive

So the bottleneck becomes:

Execution at the moment of interaction

That means:

• speed

• consistency

• follow-up

And increasingly:

coherent contextual systems, not just people, determine outcomes

Final thought

More leads help, but the bigger opportunity is converting the ones already coming in.

It needs:

• better handling of the leads it already has

• consistent follow-up

• coverage outside business hours

without increasing cost base.

Because:

The next generation of winners won’t be the ones who generate the most demand
but the ones who convert it most consistently

If you’re a dealership thinking about this, we’d love to talk.

---

We’re building Ombox to solve exactly this.
If you’re missing calls, struggling with follow-up, or want to see how this could work in your dealership, get in touch.