For automotive retail
Car buyers now ask ChatGPT and Google's AI answers which model to buy and where to buy it before they contact a dealer. Sigzen AI measures which dealers those engines name for your brands and areas, corrects stock, service and location details, and follows up the enquiries that arrive.
What car buyers ask.
Four prompts from this industry’s buyer language, put to five engines. Illustrative until your audit runs.
- Where to buy a certified pre-owned hybrid SUV with a warranty
- Which dealers in Australia have the shortest wait for an electric car?
- Best used electric car under $30,000 and where to buy one
- Where to get a car serviced under manufacturer warranty in the United States
Where to buy a certified pre-owned hybrid SUV with a warranty
Illustrative- ChatGPTCited
- GeminiNot yet
- PerplexityNot yet
- Google AI ModeCited
- ClaudeNot yet
Named in 2 of 5 answers
1 / 4“Shoppers turn up having asked AI about the car, and we never knew they were looking.”
“The AI answer sends local buyers to another dealer group.”
“We've been sold AI visibility before and couldn't see a single extra lead.”
Composites drawn from published buyer research, in buyer language; not client quotes.
How it runs for you.
- How we start
Audit the buying and service questions
An AI Visibility Audit across your rooftops on where-to-buy, used and certified, service and EV prompts, across five engines, showing which dealers are named, what each engine says about yours and which marketplaces and reviews it used.
- What we do
Dealer entities and local answers
An entity page for every rooftop, consistent map profiles and marketplace listings, structured data for stock and service, and a review programme with real customers, measured in calls, enquiries and appointments, not just AI sessions.
- What follows
Lead follow-up agents
An agent in your CRM that qualifies and follows up every enquiry, books test drives and service appointments, and hands each lead to a salesperson, scoped as a fixed-price automation sprint.
The services that apply.
Most relevant first. Each links to the service on its page.
- AI Visibility Audit and share-of-answer benchmarkBaseline share of answer, citation count and factual-error countAI Visibility
- Local AEO for multi-location businessesInclusion in local AI answersAI Visibility
- AEO on-site programmePages cited by AI and AI Overview inclusion rateAI Visibility
- GEO off-site citation engineeringCitations from third-party domains and share-of-answer upliftAI Visibility
- Revenue-ops automationQualified meetings a month and cost per meetingAI Automation
- Customer-support AI agentsDeflection (we target 40–70%), first-response time and CSATAI Automation
Off-site sources the engines trust in this industry
- Manufacturer and dealer sites
- Automotive marketplaces and review sites
- Map profiles and reviews
- Video reviews
- Owner communities
Questions from dealers.
Often it does send little. Buyers use AI to research, then call or visit. So we measure what moves: whether the answer names your rooftops correctly, and the calls, enquiries and appointments that follow, not AI sessions alone. If the numbers do not justify a programme after the audit, we say so.
Free, in two minutes. Enter your domain and we'll score it against three competitors across five engines.
No account needed. The report is emailed within 24 hours.