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AI Follow-Up Engine for Automotive

Test-drive, service and trade-in enquiries that went quiet get a follow-up that picks up exactly where the buyer left off.

A buyer asks about a test drive, gets a finance quote or requests a trade-in valuation, then goes quiet. This edition picks those leads up from your dealer management system or CRM and follows up about the exact vehicle, quote or service they raised. Your sales and service teams stay focused on the showroom, and every message follows your approval rules.

Unbooked test drives and unaccepted finance quotes followed up by vehicle
Ignored service reminders and trade-in valuations chased in context
Every message logged against the buyer's dealer record

$4,900 20–30 working days Optional maintenance $249/mo

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A wrench across a calendar page beside a dial and looping arrows, showing a stalled dealership lead picked back up.

What it is

AI Follow-Up Engine for Automotive reopens dealership leads that stalled after a test-drive enquiry, an unconfirmed service booking or a trade-in question, writing each follow-up from the buyer's own history in your dealer management system or CRM. It runs inside your approval rules. Every follow-up is logged against the buyer's record.

Why businesses buy it

Car buyers shop several dealers at once. If your follow-up is late or generic, the buyer books the test drive somewhere else, and the service customer drifts to an independent garage. Sales teams know this, but chasing quiet leads always loses to the customer standing in the showroom. This edition makes follow-up dependable for every enquiry, with dealership language and workflows built in. The written scope sets the channel, connected systems and workflows before you order, so you know exactly what your dealership gets.

Problems this solves

Test-drive enquiries go cold when the buyer stops replying

The engine reopens dealership leads that stalled after a test-drive enquiry. Each follow-up is written from the buyer's own history in your dealer management system or CRM.

Service bookings stay unconfirmed and bays sit empty

Unconfirmed service bookings are followed up using the Automotive follow-up sequences. Customers get a reminder that refers to their actual booking, sent within your approval rules.

Trade-in questions get a valuation request and then silence

When a trade-in question stalls, the agent writes a follow-up that picks up from that question. Lead-stage rules decide when to try again and when to stop.

Managers cannot see which stalled leads were chased

Every follow-up is logged against the buyer's record. Sales and service managers can check which stalled leads were contacted and what was said, without asking each salesperson.

Scope card SKU UPM-I0111

AI Follow-Up Engine for Automotive

Everything this build includes, written down before you pay. Choose a delivery speed and any add-ons, then add it to your cart.

$4,900 one-time build price

1. Choose your delivery speed

Standard 20–30 working days $4,900 Express 15–25 working days $5,750 Rush 10–20 working days $6,600

Delivery times are in working days (Monday to Friday) and start once your intake is complete. They can extend because of national or public holidays, technical issues outside our control (such as platform outages, third-party changes, account approvals or access delays), or natural disasters and other events beyond our control. If a delay happens, we tell you in writing with a new date.

What is included

Channel: 1 channel
Integrations: Up to 2 systems with read and write access
Knowledge: Up to 100 documents
Workflows: Up to 6 workflows with your approval rules; includes the Automotive follow-up sequence template
Languages: 1
Testing: 50 documented test scenarios
Revisions: 2 rounds
Handoff: 1 × 60-min handoff session (recorded)
Support: 30 days after launch

A good fit if

Showroom enquiries arrive in the evening or at weekends, and by the time a salesperson calls back the buyer has stopped answering.

Service customers ask about a booking, never confirm a slot, and nobody owns chasing them.

Trade-in conversations stall after the first question, and the lead quietly drops out of the pipeline.

Your leads already live in a dealer management system, a CRM such as HubSpot, or both, with enough history to read.

Not the right fit if

You need calls answered live at the showroom or service desk, not quiet leads chased later. See AI Voice Receptionist for Automotive.

New enquiries need qualifying the moment they arrive, before anyone has gone quiet. See AI Lead Qualification Agent for Automotive.

You want quiet buyers phoned rather than messaged. See AI Voice Follow-Up for Automotive, which follows up by phone after quotes, visits or missed calls.

You want qualification, appointment setting, follow-up and call answering bought together. See the AI Automotive Dealer Stack, which includes the core AI Follow-Up Engine.

How it works

Silence rules are set per lead type. A test-drive enquiry, a service booking request and a trade-in question can each wait a different length of time before a follow-up is drafted.
The engine reads the record first. Deal stage, assigned salesperson and the last messages in your dealer management system or CRM tell it which vehicle or service the buyer asked about.
Each follow-up names that detail. A buyer who asked about a particular model or a service slot hears about that, not a generic dealership check-in.
The Automotive workflow template covers test-drive booking, service booking, lead follow-up and trade-in questions, with buyer and service-customer terminology tuned from your examples.
Your approval rules decide what sends on its own. Anything outside them, such as a pricing question, waits for the salesperson or service advisor you name.
Outcomes go back to the lead record. Replies and stop reasons are logged, so the next person to pick up the lead sees what happened.

What you provide within 72 hours

Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.

Admin or API access to your dealer management system or CRM, plus test records if you have them.
Your qualification criteria and ideal buyer profile, so the engine knows which quiet leads deserve a follow-up.
Your sales playbook or sample emails, and ten real buyer or service-customer conversations.
Automotive-specific policies and service information, such as how test drives and service bookings are arranged.
The salesperson or service advisor who approves messages outside your rules.
Admin access or API keys for each connected system.
One decision-maker who signs off the follow-up rules.
An API key for your own AI model account (for example OpenAI or Google Gemini), created for this build with a spending limit.

The 72-hour rule. Send everything on your checklist, including access, within 72 hours of ordering so your build starts on time.

Timeline

Start Intake checked, silence rules agreed for sales, service and trade-in leads.

Weeks 1–2 Automotive template configured and follow-up drafts built from your playbook and buyer conversations.

Week 3 Dealer management system or CRM and the sending channel connected, write-back tested.

Weeks 3–4 50 dealership test scenarios run, results shared for your review.

Week 4 Two rounds of changes to timing, wording or approval rules.

Go-live Live, recorded 60-minute handoff, 30 days of support begins.

Delivery options, in working days (Monday to Friday) from completed intake. They can extend because of national or public holidays, technical issues outside our control (such as platform outages, third-party changes, account approvals or access delays), or natural disasters and other events beyond our control. If a delay happens, we tell you in writing with a new date.
Option	Delivery time	Price
Standard	20–30 working days	$4,900
Express	15–25 working days	$5,750
Rush	10–20 working days	$6,600

What you receive at handover

The AI Follow-Up Engine for Automotive, configured and deployed
Automotive follow-up sequences and lead-stage rules for test drives, service bookings and trade-ins
Connections to up to two agreed systems, such as your dealer management system and CRM
A test report built on dealership scenarios
An admin guide and recorded handoff session
30 days of post-launch support

Expected benefits and how to measure them

Can win back buyers who went quiet after their first enquiry
Helps fill service bays by confirming open bookings
Makes follow-up activity visible to sales and service managers

Stalled leads that re-engage: From the engine's log, count follow-ups sent and buyer replies each month.
Service bookings confirmed after a reminder: Compare confirmed and no-show bookings in your dealer system for the month before launch and the month after.
Test drives booked from reopened leads: Count test drives linked to followed-up leads in your CRM each month.

Before you start: Record how many leads stalled last month and your current service no-show count. Note test drives booked from older leads.

These are things to track, not promised results. Outcomes depend on your data, your team and your market.

Running costs

The build price is one-time. After launch, expect roughly $50 to $250 a month for AI model usage and hosting in your own accounts, plus whatever your dealer management system or CRM plan already costs. A dealership with a large backlog of quiet leads to review each day sits nearer the top of that range.

Testing usage during the build lands in your own accounts as well.

Ask about running costs

Custom requirements

A second channel, a third connected system such as telephony alongside your CRM and calendar, or more than six workflows can be quoted. Add a note at checkout and a written Change Quote follows.

Request a custom version

Keep it running

Monthly maintenance for this edition covers monitoring, fixes and change hours, enough to adjust silence rules for a new model launch or a seasonal service push.

$249/mo (the minimum fee, includes 2 change hours)

Optional. Starts after the post-launch support period. Cancel any month.

How maintenance works

How this compares

	Do it yourself with a SaaS tool	Hire a custom agency	Upmark Labs
Price	A lead-management tool bills a monthly subscription	A marketing agency charges a monthly retainer	Ours is one fixed price, shown before you buy
Follow-up content	A scheduled template goes to every unresponsive buyer	Depends on who writes the campaign	Ours refers to the vehicle, service or trade-in the buyer asked about
Service leads	Often handled in a separate service tool	Usually outside a sales-focused retainer	Ours covers sales and service follow-up in one Automotive template
Delivery	Self-serve, but your team still writes the sequences	Usually several weeks, set per project	Ours has a fixed delivery time shown before you buy, with faster options

Questions about this product

Can AI Follow-Up Engine for Automotive chase service customers as well as sales leads?

Yes. The Automotive workflow template covers service booking alongside test-drive booking, lead follow-up and trade-in questions. A service customer who asked about a slot and never confirmed gets a follow-up about that visit, written in your service team's wording and held for approval if your rules say so.

Will AI Follow-Up Engine for Automotive work with our dealer management system?

Yes, if the system offers admin or API access. Your dealer management system or CRM counts as one of the two connected systems with read and write access, and the second can be a calendar, telephony or WhatsApp. HubSpot also works as the CRM. A third connected system is quoted through a Change Quote.

How does AI Follow-Up Engine for Automotive handle trade-in questions it cannot answer?

It holds them for a person. Questions outside your approved policies and service information, or outside your approval rules, wait for the salesperson you name, with the buyer's history attached. The engine only writes from the documents you approve, up to 100 of them, so it does not improvise figures or promises.

What does the Automotive edition cost compared with the core AI Follow-Up Engine?

Both prices are shown before you buy, and the Automotive edition costs a little more than the core engine. The difference pays for the Automotive workflow template, an intent library tuned for buyers and service customers, and test scenarios built from real dealership situations such as unbooked test drives and ignored service reminders. Express and rush delivery are available at a set uplift.

How quickly can follow-ups start running for our dealership?

The delivery time is fixed and shown next to this page before you order, with express and rush options if a model launch or sales event is close. The clock starts once access to your dealer management system or CRM and your follow-up rules are verified. Send the checklist items within 72 hours of ordering, because each day late moves delivery by 3 working days.

Who owns the buyer data and follow-up history at our dealership?

Your dealership does. Leads, messages and outcomes stay in your own dealer management system, CRM and channel accounts, and AI model usage runs on accounts in your name. Nothing about your buyers is held in a system you do not control, and ending maintenance changes none of that.