LLMClarity
FAQ

Questions, answered.

What LLMClarity measures, how it works, and who it's for.

What is LLMClarity?

LLMClarity is an AI visibility tracking tool. It shows whether AI assistants like ChatGPT, Claude, Gemini, Perplexity, and Google AI recommend your business when people ask them for suggestions in your industry — and how you compare to the competitors named instead.

How is this different from SEO or traditional rank-tracking tools?

SEO tools tell you where you rank on a page of Google links. AI assistants don't return pages of links — they recommend a small handful of businesses directly in a written answer. LLMClarity measures whether your business is one of the ones being recommended, across multiple AI platforms, which traditional rank trackers don't see.

Which AI platforms does LLMClarity track?

LLMClarity tracks the five most widely used AI answer platforms: ChatGPT, Claude, Gemini, Perplexity, and Google AI — the tools people increasingly use to find and compare businesses.

How does LLMClarity measure my visibility?

We run real buyer-intent prompts — the questions your customers actually ask, like "best HVAC company in Austin" — across each AI platform, then track which businesses appear in the answers and where yours falls. You see how often you're mentioned, who's recommended ahead of you, and how that changes over time.

Why do you run each prompt more than once?

AI assistants don't give the same answer every time — ask the same question twice and you can get different businesses named. A single query is a screenshot, not a measurement. LLMClarity runs each prompt multiple times per cycle (five samples per prompt) so your score reflects a reliable pattern, not one lucky or unlucky response.

Does LLMClarity track my competitors too?

Yes. Every time we run a prompt, we capture which businesses the AI recommends — so you see exactly who's being named instead of you, and how often. Those competitors are often the clearest signal of what winning looks like in your market.

How often is my visibility checked?

On the Starter and Growth plans, your prompts are tracked on a monthly cycle. Custom plans can run weekly or bi-weekly for businesses that want to watch visibility more closely or measure the impact of changes faster.

Do I need to install anything or give you access to my website?

No. LLMClarity measures what AI platforms say about you from the outside — the same way your customers see it. There's no code to add to your site, no analytics access required, and nothing to install.

Can LLMClarity guarantee my business will show up in AI answers?

No — and you should be skeptical of any tool that promises that. AI recommendations depend on many signals no single vendor controls. What LLMClarity does is show you exactly where you stand today, who's ahead of you, and the realistic gaps worth closing, so your effort goes toward changes that actually matter.

Can you help me improve my visibility, or just measure it?

LLMClarity shows you where you're falling short and what the businesses ahead of you are doing differently, then points to practical changes you can realistically make — stronger content, clearer authority signals, filling topic gaps. We focus on changes a normal business can actually implement, not PR campaigns or expensive agency retainers.

Who is LLMClarity for?

Any business that depends on being discovered and recommended: local service businesses (plumbers, dentists, HVAC, law firms), marketing agencies tracking their clients or their own visibility, SaaS and ecommerce brands, and consultants or professional services in high-intent markets.

How much does LLMClarity cost?

LLMClarity offers flat monthly plans starting at $89 (Starter) and $149 (Growth), plus a configurable Custom plan for businesses that want more prompts or more frequent tracking. You can see current pricing and build a Custom plan on the pricing page.

Who's behind LLMClarity?

LLMClarity is a product of Kettle Hole Partners LLC, a marketing firm focused on helping businesses adapt to how AI is changing search and discovery.

Get Started

See your AI visibility.

See how your business shows up in AI answers, and what to do next.