Websites, Stores and Search
Generative engine optimization: how to get cited by AI search
What generative engine optimization really is, what the research shows, and a step-by-step plan to get your pages cited by AI search.
Reviews & Reputation
AI Review Response Agent for Automotive
Sales and service reviews get reply drafts in your dealership's voice, each fitted to the department involved and approved before posting.
A dealership hears from two very different customers: people buying a vehicle and people bringing one in for service. This agent knows the difference. It drafts replies to every review in your dealership's voice, fitted to the department involved, thanks staff only as your rules allow, and answers repair complaints carefully without promising anything about fault. A manager approves each draft.
- Separate, fitting replies for sales and service reviews
- Repair complaints answered carefully, with no promises about fault
- Staff named only as your rules allow
$2,500
20–30 working days
Optional maintenance $249/mo
What it is
AI Review Response Agent for Automotive drafts replies to dealership reviews. It tells sales experiences apart from service and repair visits, so each reply fits the department involved. Its template covers sales reviews, service and repair feedback, and test-drive and handover comments. A manager approves every draft. Pricing complaints go to a manager.
Why businesses buy it
Car buyers and service customers check reviews before they visit, and a dealership that replies thoughtfully stands out. But review replies are easy to get wrong: a careless word on a repair complaint can create liability, and a generic thank-you to a happy buyer wastes the moment. This edition drafts the right reply for each department, in your voice, and leaves every decision to a manager. The Scope Card fixes the voice, formats, destination and testing before you order, so your team knows what to expect.
Problems this solves
Sales and service reviews get the same generic dealership reply
The agent tells sales experiences apart from service and repair visits. Each draft fits the department involved, so a test-drive review and a repair review are answered differently.
Repair complaints posted publicly can escalate fast
Repair complaints get measured, non-defensive replies shaped by the automotive tone guide. A manager approves every draft before it is posted, so nothing sensitive goes out unchecked.
Busy managers leave dealership reviews unanswered for weeks
Drafts are ready and waiting for approval, so replying becomes a quick review. Pricing complaints are routed to a manager rather than answered in a standard reply.
A good fit if
Your dealership collects reviews about both car sales and the service department, and replies sound the same for both.
Reviewers name salespeople and service advisers, and you want praise passed on properly in the reply.
Repair complaints need a measured reply that a service manager has checked before it goes public.
Reviews arrive outside showroom hours, and you want drafts waiting when the team comes in.
Not the right fit if
Sales and service enquiries go unanswered outside showroom hours. See AI Appointment Setter for Automotive.
Unhappy customers contact you across several channels, not only through reviews. See AI Customer Complaint Agent for Automotive.
Leads go quiet after a test drive. See AI Follow-Up Engine for Automotive.
You want review themes across sales and service reported rather than replies drafted. See AI Review Intelligence.
How it works
- Your dealership's voice is set from brand guidelines and up to 20 replies you liked, with separate examples for sales and service.
- Reviews arrive by the route agreed at intake, such as notification emails to the connected inbox or an export from your review platforms.
- Each review is sorted by what happened: a purchase, a test drive, a trade-in, a service visit or a repair.
- The Automotive template shapes the draft in up to three formats, for example a sales reply, a service reply and a private follow-up for a customer with a problem.
- Staff named in a review are thanked only as your rules allow, and repair complaints get a measured draft that promises nothing about fault or further work.
- Drafts land in your one destination and wait for the manager you name before anything is posted.
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.
- Brand guidelines and ten to twenty past replies, ideally some for sales and some for service.
- Your rules for naming staff in public replies.
- The policies reviewers raise, such as service booking, warranty work you offer and trade-in terms.
- Access to the destination, such as a shared inbox or drive, shared securely during intake and never by email.
- The manager who approves drafts, and how reviews will reach the agent.
- Your business information and one decision-maker.
- 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 verified; sales and service tone agreed.
Weeks 1–2
Automotive template, review sorting and reply formats built.
Week 3
Destination connected and tested on past dealership reviews.
Weeks 3–4
Sample drafts, 25 in all, reviewed across sales and service.
Week 4
Two rounds of changes to tone and staff-naming rules.
Go-live
Live, recorded 45-minute handoff, support begins.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $2,500 |
| Express | 15–25 working days | $2,950 |
| Rush | 10–20 working days | $3,400 |
What you receive at handover
- AI Review Response Agent for Automotive configured and deployed
- Automotive review categories split by sales and service, plus a tone guide and reply templates
- A connection to one destination system
- A test report using dealership scenarios
- An admin guide, a recorded 45-minute handoff and 30 days of post-launch support
Expected benefits and how to measure them
- Can help each department reply in a way that fits the visit
- Helps keep tone steady on difficult repair reviews
- Makes regular replies realistic for a busy dealership
- Reply rate for sales and for service reviews
- Compare each in your review platform for the month before launch and the month after.
- Time to reply
- Track days from review to reply monthly by department.
- Repair complaints resolved offline
- Count complaint replies that led to a follow-up call or visit.
Before you start: Record last month's reply rate and time for sales and service reviews separately.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
Running costs
The build is a one-off. Running it costs roughly $20 to $150 a month in AI model usage in your own accounts, depending on how many sales and service reviews arrive. Your DMS, CRM and telephony costs are unaffected.
AI usage during build and testing is also billed to your accounts.
Ask about running costsCustom requirements
Several sites or brands, a second destination, or more than three formats need extra scope. Multi-Brand Setup covers separate brands; other needs go through a written Change Quote of your checkout note.
Request a custom versionKeep it running
Monthly maintenance covers monitoring, fixes and change hours for work such as new staff names, a new service offer or an updated trade-in policy. It starts after the 30 days of support.
$249/mo (the minimum fee, includes 2 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance worksHow this compares
| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A dealer reputation tool charges monthly per site | A dealer marketing agency bills a retainer | Ours is one fixed price, shown before you buy |
| Departments | One reply style for sales and service | Depends on the brief | Ours drafts sales and service replies differently |
| Repair complaints | Generic apology text | Written by hand when someone has time | Ours drafts a measured reply for a manager to check |
| Delivery | Same week, replies still generic | Weeks to onboard | Ours has a fixed delivery time shown before you buy, with faster options |
Questions about this product
Can the automotive review agent tell sales reviews from service reviews?
Yes. Each review is sorted by what it describes, such as a purchase, a test drive, a trade-in or a workshop visit, and the matching reply format is used. Mixed reviews that cover both get a draft that answers each part, and your approver can adjust it before posting.
Will dealership review replies thank our staff by name?
Only as your rules allow. Some dealerships thank a named salesperson or service adviser publicly, while others keep names out of replies. You decide at intake, and every draft follows that rule. When staff change, the names are updated through monthly maintenance.
How does it reply to a complaint about a repair?
With a measured draft that acknowledges the experience, invites the customer to get in touch and promises nothing about fault, cost or further work. Those decisions stay with your service manager, who approves, edits or replaces the draft before anything appears publicly.
What does the Automotive edition add to the base review agent?
It adds the Automotive template. Its review types for buyers and service customers are sales experience reviews, service and repair feedback, and test-drive and handover comments. Pricing complaints are routed to a manager. It is tested on dealership scenarios. The base AI Review Response Agent drafts replies to Google and platform reviews for any business, without this sales and service split.
How long does the automotive review agent take to build?
Delivery follows a fixed schedule shown before you buy, with express and rush options if you want replies running before a sales event. Guidelines, past replies, staff-naming rules and destination access are due within 72 hours of ordering, and late items push the delivery date back. You approve 25 sample drafts covering sales and service reviews before launch.
What does a dealership pay monthly to run review replies?
Roughly $20 to $150 a month in AI model usage, in your own accounts, depending on sales and service review volume. A single site sits toward the low end of that range. Monthly maintenance is optional and includes change hours for updates such as new staff names.
Can review drafts be ready before the showroom opens?
Yes. Reviews that arrive overnight or at weekends are drafted as they come in and wait in your one destination, so a manager can approve a batch first thing. Posting still happens only after approval, never automatically outside working hours.
Guides on this topic
All guides Reply to every buyer and every service customer, properly.
Order AI Review Response Agent for Automotive and sales and service reviews get separate, measured drafts in your dealership's voice, approved by a manager before posting, from a fixed delivery date.
Works well with
Reviews & Research
AI Review Intelligence
Analyses product reviews for quality issues and product insights.
Front Line
AI Customer Complaint Agent
Acknowledges, categorizes and routes complaints with urgency and sentiment.
Outreach
AI Follow-Up Engine
Follows up with leads who went quiet using context from past conversations.