Win the war for
AI mindshare.

Every day, shoppers ask ChatGPT, Gemini, Perplexity, Copilot and Google AI which dealer to pick. LLM Visibility tells you who they’re recommending, who they’re ghosting, and which rival is sneaking onto your turf.

LLM Visibility dashboard showing a dealer group’s AI share of voice versus competitors across AI platforms (sample data)
Lumi, the Lectrium AI agent, answering a shopper's savings question about a vehicle
Lumi, the Lectrium AI agent, answering a shopper's savings question about a vehicle

9

AI platforms under surveillance

Daily

Fresh intel drops

6

Battlefronts. Zero mercy.

Live recon across 9 AI platforms · refreshed daily

LLM Visibility monitoring coverage: monitors, AI responses and platforms tracked (sample data)
Shopper asking Lumi how far a car can go and how to charge it

Recon on every prompt

We send scouts into nine AI platforms (ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, Claude, Meta AI and Grok) armed with the questions your shoppers actually ask, like “best used truck dealer near me,” and report back on exactly who got named.

Group missions by front, from sales to service to reviews, and filter out branded questions so you see where AI picks you on merit, not just because someone typed your name.

Catch the sneak attack

A daily scoreboard of AI share of voice for you and every rival. The moment a competitor starts creeping onto your turf, you’ll see it, on which platform and which topic, long before it shows up in your sales.

  • Share of AI answers, day by day

  • Results across all 9 AI platforms

  • Results by battlefront

  • Every rival on the map

Weekly competitive presence chart showing each dealer’s share of AI responses (sample data)
Lumi AI agent connected to dealership documents
Top brands ranking by share of AI responses mentioning each dealer (sample data)
Lumi answering how public EV charging works and connecting the shopper to the dealer team

Know thy enemy

See how often AI names you versus the store down the street, how it describes you, and which sources it trusts. Then pick your next target.

Stuck? Ask our AI Skills why a rival jumped ahead and get a battle plan to take the hill back.

You can only improve what you can measure.

Shoppers are trading search bars for AI assistants, and soon for personal agents that do the shopping for them. If the agent doesn’t name your store, you weren’t outsold. You were never invited. LLM Visibility gets you back on the guest list, and keeps score.

Measure it. Move it. Own it. (Then gloat a little.)

Our unfair advantage

The Lumi Loop

Most AI visibility tools guess what shoppers ask. We know. Lumi talks with your shoppers on every VDP, and we graph what they care about at scale: real zero-party data, straight from the source. Plug that into LLM Visibility and you get a loop no rival can copy.

Shoppers tell Lumi. Lumi tells you. You tell the AI.

01

Listen

Lumi chats with shoppers on your VDPs, 24/7, and hears what they actually want to know.

02

Graph

We map those conversations at scale: the questions, worries and must-haves of your market. Zero-party data, zero guessing.

03

Measure

LLM Visibility checks how ChatGPT, Gemini, Perplexity, Copilot and the rest answer those exact questions about your store.

04

Answer

Publish better answers where AI and shoppers look. Lumi hears the next question. Repeat. Win.

Six fronts. One scoreboard.

New Car Sales

When someone asks AI for “the best Ford dealer near me,” that answer should be you. We track who’s winning it, every single day.

Used Cars

Used-car questions are a free-for-all. Find out who AI trusts for pre-owned, then go plant your flag.

Service & Parts

“Where should I get my brakes done?” is a battle for repeat revenue. Win the fixed-ops prompts and keep the bays full.

Reviews & Reputation

Hear what AI says about you when you’re not in the room, and which review sites it’s listening to.

EVs & Hybrids

Our home turf. Lectrium’s VIN-level EV data gives your store an unfair advantage here. We don’t mind one bit.

Trade-Ins & Financing

Track who AI sends shoppers to for trade-in value and financing, and steal that conversation back.

The battle plan

Four moves to take AI territory

No 80-page report that dies in your inbox. LLM Visibility runs on a daily loop: scout, score, scheme, strike. Read the charts or just ask our AI Skills what to do next.

Dealers love the price. Agencies love the dashboards.

01

Scout

Send monitors into nine AI platforms with real shopper prompts.

02

Score

Daily share of voice, position and sentiment against every rival.

03

Scheme

AI Skills explain why you gained or lost ground, and what to do about it.

04

Strike

Fix the content, reviews and listings AI relies on. Watch the line go up.

The next front: personal shopping agents.

Meta’s Muse, OpenAI’s Dots, Anthropic’s Claude Duet and Instinct are already researching, comparing and even buying on shoppers’ behalf. These agents will be shaped by the same visibility signals LLM Visibility tracks, so the dealers AI trusts today are the dealers agents shortlist tomorrow. Next, we’re exploring agent protocols that help these agents find, understand and connect with Lectrium dealer partners.

Get on the shortlist before the agents write it.

LLM Visibility FAQ

What is LLM Visibility?

Think of it as a spy satellite over AI search. LLM Visibility monitors the questions shoppers ask AI platforms, records which dealerships get recommended, and charts your share of AI answers against competitors, with fresh intel every day.

Lectrium

What is LLM Visibility?

Think of it as a spy satellite over AI search. LLM Visibility monitors the questions shoppers ask AI platforms, records which dealerships get recommended, and charts your share of AI answers against competitors, with fresh intel every day.

Lectrium

Which AI platforms does LLM Visibility monitor?

Nine of them: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, Claude, Meta AI and Grok. Results are broken out by platform and refreshed daily, so you can see exactly where you’re winning and where you’re getting outflanked.

Lectrium

Which AI platforms does LLM Visibility monitor?

Nine of them: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Microsoft Copilot, Claude, Meta AI and Grok. Results are broken out by platform and refreshed daily, so you can see exactly where you’re winning and where you’re getting outflanked.

Lectrium

Is LLM Visibility expensive?

Nope. Dealers love the price. LLM Visibility is built to be an easy yes for a single rooftop and to scale across a whole group, so you don’t need a war chest to start winning. Book a demo and we’ll walk you through pricing.

Lectrium

Is LLM Visibility expensive?

Nope. Dealers love the price. LLM Visibility is built to be an easy yes for a single rooftop and to scale across a whole group, so you don’t need a war chest to start winning. Book a demo and we’ll walk you through pricing.

Lectrium

Do you work with agencies?

Yes, and agencies love it. Track AI visibility for every dealer client in one place, show them the scoreboard, and prove your work is moving the line. Ask us about agency partnerships.

Lectrium

Do you work with agencies?

Yes, and agencies love it. Track AI visibility for every dealer client in one place, show them the scoreboard, and prove your work is moving the line. Ask us about agency partnerships.

Lectrium

Why does AI visibility matter for car dealers?

Shoppers increasingly ask AI where to buy, service and trade in, and personal AI agents will soon build the shortlist for them. If AI doesn’t name your dealership, you’re not in the fight. You can only improve what you can measure.

Lectrium

Why does AI visibility matter for car dealers?

Shoppers increasingly ask AI where to buy, service and trade in, and personal AI agents will soon build the shortlist for them. If AI doesn’t name your dealership, you’re not in the fight. You can only improve what you can measure.

Lectrium

How does Lumi make LLM Visibility smarter?

Lumi talks with shoppers on your vehicle pages, and Lectrium graphs what they care about at scale. That zero-party data tells LLM Visibility which questions matter most in your market, so you track the right prompts and publish better answers. It’s a loop: shoppers tell Lumi, Lumi tells you, you tell the AI.

Lectrium

How does Lumi make LLM Visibility smarter?

Lumi talks with shoppers on your vehicle pages, and Lectrium graphs what they care about at scale. That zero-party data tells LLM Visibility which questions matter most in your market, so you track the right prompts and publish better answers. It’s a loop: shoppers tell Lumi, Lumi tells you, you tell the AI.

Lectrium

How will personal shopping agents like Muse, Dots and Claude Duet affect dealers?

Personal agents such as Meta’s Muse, OpenAI’s Dots, Anthropic’s Claude Duet and Instinct research, compare and even buy on shoppers’ behalf. They will be shaped by the same visibility signals LLM Visibility tracks, so dealers that AI trusts today are more likely to make an agent’s shortlist. Lectrium is also exploring agent protocols that help these agents find and connect with its dealer partners.

Lectrium

How will personal shopping agents like Muse, Dots and Claude Duet affect dealers?

Personal agents such as Meta’s Muse, OpenAI’s Dots, Anthropic’s Claude Duet and Instinct research, compare and even buy on shoppers’ behalf. They will be shaped by the same visibility signals LLM Visibility tracks, so dealers that AI trusts today are more likely to make an agent’s shortlist. Lectrium is also exploring agent protocols that help these agents find and connect with its dealer partners.

Lectrium

Get Started with Lectrium