1. Submit benchmark inputs
You provide the business, category, services, city/state, known competitors, and contact details. The free step does not require a website URL.
Benchmark first, decisions later
A clear path from sampled recommendation visibility evidence to a safer first decision.
You provide the business, category, services, city/state, known competitors, and contact details. The free step does not require a website URL.
We log prompts, systems sampled, raw outputs, target appearances, competitor mentions, and referral/recommendation counts.
The benchmark review explains what the sampled results showed, what they do not prove, and whether optional deeper review is needed.
The optional deeper review is where website clarity, proof gaps, location confusion, and other issues that may be helping competitors show up first are diagnosed.
If deeper work is later chosen, fixes can be scoped, published, measured, and refined over time.
We do not crawl your website, score pages, diagnose robots/sitemaps, or give page-level website recommendations inside the free benchmark.
Public proof you can inspect before you request the benchmark
Buyers can verify Matt LaClear’s public SEO background before requesting the benchmark. The free benchmark stays narrow: sampled AI recommendation answers, competitor/source patterns, and a recommended next step.
Verify Matt LaClear's backgroundDecision checkpoint
Start with the sampled benchmark, then decide whether the visibility gap is real enough to investigate further.
Start the Free AI Referral Visibility BenchmarkWhere this fits
Every step answers one first question: are you being surfaced, skipped, or outranked in sampled local AI answers?
Are AI systems recommending you, ignoring you, or recommending competitors?
What did the sampled results show?
After the benchmark, decide whether any deeper review or help is needed.
Platform scope
The process prioritizes ChatGPT when standalone AI referral measurement is available, while still treating Google AI, Search, GBP, crawlability, and helpful local content as core discovery infrastructure.
Counts only the listed systems, prompts, and captured answer samples.
Connects benchmark symptoms to page types, proof sources, and measurement evidence when available.
No ChatGPT, Gemini, Claude, ranking, lead, or revenue claim is made unless the evidence was actually tested or measured.
Public background
Matt’s public profile, media page, and published work are available before you decide whether the benchmark or any deeper review is a fit.
Then decide later whether a optional deeper review is the right next step.
Request the Free Benchmark