Introducing ELLA Insights: Taking AI Agents One Step Further
By Megan Girard · 10 August 2026
Every dealership knows the shape of the problem, even if no one's ever been able to see it clearly. Leads come in. Some convert. Some don't. And in between those two outcomes sits a black box: hundreds of conversations, objections, hesitations and reasons that never make it into a CRM field, a report, or anyone's line of sight.
Until now, that space in between has been invisible. optimAIze® agents have always handled the conversation itself – qualifying leads, answering questions, keeping momentum across email, SMS and voice. But the why behind a "not interested" has typically gone unrecorded, unanalysed, and unused.
That's what ELLA Insights changes.
From conversations to intelligence
ELLA Insights adds a layer of response sentiment analysis on top of every optimAIze® conversation. Instead of a lead simply dropping out of the funnel, every response is read, categorised and quantified – turning conversations that would otherwise disappear into a structured breakdown dealers can actually act on.
The result is a live, evidence-based answer to a question every sales manager has asked at some point: why aren't these leads converting?
What that looks like in practice
Below is a real breakdown from a recent optimAIze® deployment, covering 230 leads that didn't proceed:
| Reason category | Leads | % of not-proceeding |
|---|---|---|
| Paused – Timing / Contract Not Up | 48 | 20.9% |
| Poor Dealer Service / Experience | 27 | 11.7% |
| Price / Finance / Part-Exchange | 26 | 11.3% |
| Purchased Vehicle Elsewhere | 26 | 11.3% |
| Keeping Current Vehicle / No Longer Need | 23 | 10.0% |
| Availability / Stock / Test Drive Issues | 18 | 7.8% |
| No Longer Interested – No Reason Given | 17 | 7.4% |
| Cannot Attend Event – Diary Clash | 15 | 6.5% |
| Vehicle Not Suitable / Spec / Range | 13 | 5.7% |
| Purchased Competitor Vehicle | 11 | 4.8% |
| Unsubscribe / Do Not Contact | 4 | 1.7% |
| Depreciation / Residual Values | 2 | 0.9% |
| Total not-proceeding | 230 | 100.0% |
Before ELLA Insights, this would have been 230 closed leads and not much else. Now it's a diagnostic.
The learnings hiding in plain sight
A few things jump out immediately once the data is in front of you:
- Leads aren't actually lost. Timing and contract cycles (20.9%) mean roughly one in five leads simply aren't ready yet – not disinterested. That's a pipeline to nurture, not a number to write off. Your optimAIze® agent will automatically keep these leads warm with scheduled future contact.
- Service experience is costing sales, not just satisfaction. At 11.7%, poor dealer service or experience is one of the single largest reasons leads walk away and it's the one most within a dealer's control to fix.
- Price and stock issues are close behind, and both are actionable. Together, price/finance/part-exchange and availability/stock account for nearly a fifth of drop-off – signals that can inform sourcing, offers, and finance positioning.
- Only 7.4% leave without a trace. Even when a lead doesn't convert, ELLA Insights captures a reason over 92% of the time – a level of visibility no manual process comes close to.
Why this matters
This isn't sentiment analysis for its own sake. It's about giving dealers the same clarity over lost leads that they've always had over won ones. Every category in that table is a lever – service standards, stock planning, finance flexibility, event scheduling, follow-up cadence – and for the first time, dealers can see which lever to pull, backed by real conversation data rather than guesswork.
optimAIze® agents were built to handle the conversation. ELLA Insights makes sure the conversation keeps working for you long after it ends.
Want to see what ELLA could surface in your own lead data?