SurfaceIQ^™ · Pilot program

AI search visibility for car dealerships — measured honestly

Shoppers ask AI — and AI answers by citing a handful of sources. SurfaceIQ^™ is RevvIQ's SEO × GEO content platform for franchise dealers: it checks that AI engines can actually read your site, publishes OEM-compliant local content built to earn citations, and shows you — engine by engine — whether ChatGPT, Gemini, Perplexity, and Google AI Overviews mention and cite your store.

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Early access — now onboarding a limited number of pilot rooftops

Your priority question, engine by engine

Sample view

Google AI Overviews

Citedyour site linked as a source

ChatGPT

Mentioned onlystore named, no link

Gemini

Not citedtracked, not hidden

Perplexity

Citedyour site linked as a source

SurfaceIQ^™

Most AI-SEO pitches are hype. SurfaceIQ is measurement.

Dealers are being sold llms.txt files, schema-markup "hacks," and guaranteed AI rankings nobody can actually deliver. SurfaceIQ takes the opposite bet: publish content AI can genuinely use, then verify what happens — and tell you the truth either way.

No magic files
llms.txt and schema markup are never sold as citation levers here — no uploaded file makes an AI engine recommend your store.
Mention ≠ citation
Being named in an answer and being linked as a source are different outcomes. SurfaceIQ reports them separately — never blended into one flattering number.
Directional by design
Visibility is reported as rates over repeated samples, with run counts shown — and labeled directional, because a single "AI rank" would be fiction.

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The AI-SEO sales pitch

…and the honest answer

Reality check

"Add one magic file and some schema markup, and you'll be every AI's top recommendation. Guaranteed."

"Nobody can guarantee a citation. What you can do is publish content AI can actually read and use — then measure every engine and see what's really happening."

"But how would I even know if it's working?"

"Exactly. That's the product."

What SurfaceIQ does

The full content loop — gated and measured

One system audits your site, writes and compliance-checks local content, publishes it to your blog, and then verifies — per engine — what AI actually does with it.

Per-engine measurement you can trust

SurfaceIQ samples your priority buyer questions against ChatGPT, Gemini, Perplexity, and Google AI Overviews — and reports every engine separately, as rates over repeated runs. Mentions and citations are never rolled into one flattering number.

Mention ≠ citation

AI-crawlability audit

Before a word gets written, SurfaceIQ probes whether AI crawlers can actually read your website — robots.txt rules, per-engine access, pages that only render with JavaScript — and turns what it finds into concrete fixes. If AI can't read your site, nothing else matters.

Citation-shaped content

Question-led, answer-first local articles written in your store's voice — aimed at the buyer questions your own search data says are worth owning.

Fail-closed OEM compliance

Every article and refresh passes an OEM advertising-compliance gate before publishing. Anything that fails — or is even uncertain — is held for human review, never pushed live.

Publishes to your blog

Ships straight to your dealership's WordPress blog with SEO metadata, structured data, and image alt text — and refreshes aging posts in place as they go stale.

How it works

Three steps, no leap of faith

You start in approve mode and stay in control — the compliance gates run either way.

Audit & connect

We audit your website's AI-crawlability, connect your WordPress blog, tune a brand-voice profile, and seed the buyer questions worth owning in your market.

Publish — gated

SurfaceIQ writes question-led local articles and gates every one against OEM advertising rules. You start in approve mode: nothing publishes without your sign-off.

Measure & prove

Daily sampling shows where each AI engine mentions or cites your store — reported separately, per engine, so you always know what's real.

FAQ

Asked by dealers, answered straight

What is AI search visibility for car dealerships?

AI search visibility is how often AI engines — ChatGPT, Gemini, Perplexity, and Google AI Overviews — mention or cite your dealership when shoppers ask buying and service questions. Because AI gives one answer instead of ten links, only the sources it cites get seen. SurfaceIQ measures that visibility per engine and publishes content designed to earn it.

How do I get my dealership cited in ChatGPT and Google AI Overviews?

There is no guaranteed trick — and no vendor can promise a citation. What helps is content AI engines can actually read and use: crawlable pages, question-led articles that answer directly, and real local depth. SurfaceIQ builds exactly that, then samples the engines to show whether citations are actually happening — instead of assuming they are.

What is GEO, and how is it different from dealership SEO?

GEO — generative engine optimization — is earning a place in AI-generated answers, while SEO earns rankings in traditional search results. The two overlap but aren't the same: a page can rank on Google and still never be cited by an AI engine. SurfaceIQ works both together, with honest per-engine measurement so you can see the difference.

Does SurfaceIQ keep dealership content compliant with OEM advertising guidelines?

Yes — compliance is enforced, not suggested. Every article and refresh passes through a fail-closed OEM advertising-compliance gate before it can publish. Anything that fails, or is even uncertain, is held in a human review queue instead of going live — and gate-failed content cannot be approved, only fixed and re-checked. Your live pages stay untouched until content passes.

How does SurfaceIQ measure AI search visibility?

SurfaceIQ samples your priority buyer questions against ChatGPT, Gemini, Perplexity, and Google AI Overviews, and reports each engine separately. A mention (your store named in the answer) is never conflated with a citation (your site linked as a source). Results are shown as rates over repeated samples and labeled directional — never as a single made-up 'AI rank.'

How can my dealership get access to SurfaceIQ?

SurfaceIQ is currently in a pilot program with a limited number of franchise rooftops, and pricing is quoted per store — there's no self-serve signup yet. Request access through the RevvIQ demo form and we'll walk through your market, your website's AI-crawlability, and whether the pilot is a fit for your dealership.

Pilot program

Ready to see if AI can even read your site?

SurfaceIQ is onboarding a limited number of franchise rooftops as pilot partners. Request access and we'll start with the honest part: an AI-crawlability read-out of your website and a per-engine look at where your store stands today.

AI-crawlability audit of your current website
Pilot scope and a quote tailored to your rooftop
No hype — if we're not a fit, we'll say so

Request pilot access

SurfaceIQ is in early access — limited rooftops, request-a-quote pricing. Tell us about your store and we'll follow up.

Request pilot access

Requests go through the RevvIQ demo form. Pricing is quoted per rooftop — there's no public price list yet. See our Privacy Policy and Terms of Service.