Turn declined ROs back into revenue.Ranked by what's actually worth chasing.
Vehicle AI ranks every declined service from the last 90 days by recovery value, safety relevance, and likelihood to convert — so your service team chases the right opportunities, not all of them.
- Step 1 of 3
Declined work sits in the order it was declined.
Oldest first, the way your DMS lists it. Nothing says which of these is worth a phone call.
- Step 2 of 3
NEON weighs what each job is worth.
Recovery value, safety relevance, and how likely the customer is to come back, with the reason on every row.
- Step 3 of 3
The list becomes a call list.
The queue re-ranks by recovery value, and the jobs most worth chasing land at the top for your advisors.
Your fixed-ops director knows declined services should be followed up. Nobody has the time to triage 200 of them.
Every week your service advisors recommend work the customer declines. Brake pads, transmission service, cabin air filter, alignment. Some of those declines were budget, some were timing, some were the customer waving off without thinking. All of them are revenue that walked out the door.
Most stores have a vague intention to follow up on declined ROs. Almost nobody actually does it consistently because the queue is too long and there's no triage. Vehicle AI ranks the declined work by recovery value and conversion likelihood, so your service BDC spends time on the 20 that will close — not the 200 that won't.
From signalto action.
- Step 1 · Step 1
Every declined service from the last 90 days gets scored.
Recovery value (parts + labor). Safety relevance (brakes and tires score higher). Customer recency (recent visits convert better). Manufacturer-recommended status. Bundle opportunity at next visit. Score combines into a ranked queue.
Top declined ROs · ranked by recovery value$1,760 recoverableK. Patterson·2022 Toyota HighlanderBrake pad replacement + rotor resurface$820high· Safety relevance + 18 days old · likely to recover · declined 18d agoM. Reyes·2021 Honda CR-VTransmission service$540high· Manufacturer-recommended at 60k mi (now at 64k) · declined 11d agoJ. Park·2023 Ford F-150Coolant flush$220medium· Customer mentioned overheating in advisor notes · declined 9d agoS. Williams·2019 Nissan RogueCabin air filter + tire rotation$180medium· Bundle opportunity at next visit · declined 25d ago - Step 2 · Step 2
Top of the queue surfaces every Monday.
Your service BDC opens the week with the top 20-30 opportunities. Each row has the customer, the vehicle, the declined service, the dollar value, and the reason it's worth chasing now.
Top declined ROs · ranked by recovery value$1,760 recoverableK. Patterson·2022 Toyota HighlanderBrake pad replacement + rotor resurface$820high· Safety relevance + 18 days old · likely to recover · declined 18d agoM. Reyes·2021 Honda CR-VTransmission service$540high· Manufacturer-recommended at 60k mi (now at 64k) · declined 11d agoJ. Park·2023 Ford F-150Coolant flush$220medium· Customer mentioned overheating in advisor notes · declined 9d agoS. Williams·2019 Nissan RogueCabin air filter + tire rotation$180medium· Bundle opportunity at next visit · declined 25d ago - Step 3 · Step 3
Approved outreach becomes a work queue.
Your fixed-ops director approves the list. v.Agent generates the outreach (text, email, or call list) and tracks who's been contacted. Conversions feed back into the next week's scoring.
Reprice 2026 Murano SL: $53,140 → $47,500PendingWholesale 2018 Civic LX (174 DIM, $-141 loss)PendingReach out to 23 customers ready for follow-upApprovedAdjust appraisal threshold to 19% over-allowanceRunning - Step 4 · Step 4
Coaching surfaces for systematic decline patterns.
If a specific advisor's customers decline brake work at 2x the store average, that's coaching opportunity. Vehicle AI surfaces the pattern; you decide how to address it.
Reprice 2026 Murano SL: $53,140 → $47,500PendingWholesale 2018 Civic LX (174 DIM, $-141 loss)PendingReach out to 23 customers ready for follow-upApprovedAdjust appraisal threshold to 19% over-allowanceRunning
Everything traceable.Your team approves everything.
- Your DMS service module for RO history and declined-work records
- Customer CRM records for contact preferences and visit recency
- Manufacturer service recommendations and TSBs
- Your advisor productivity data for coaching context
- Set scoring weights for your store (safety-first vs. revenue-first)
- Approve outreach list before any customer is contacted
- Configure outreach channel: text, email, advisor call, or BDC handoff
- Audit log: who was contacted, when, with what offer, conversion outcome
What your team should expect to see.
Dollar value of declined-service work converted to actual ROs through followup.
Repeat visit rate among customers in followup outreach vs. control.
Variance in decline rates across advisors — surfaces who needs help with what.
Illustrative figures from a worked example store · not customer results
The product surfacesbehind this use case.
See your recoverable service revenue this week.in your store this week.
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