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LLM Visibility

Know where AI cites your brand. Then improve it.

Citation tracking, brand mention monitoring, and competitor benchmarking across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.

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Be Visible to the Models

LLM visibility: get named by the AI your customers ask.

When someone asks an LLM — ChatGPT, Gemini, Claude, Perplexity — for the best provider in your category, a handful of brands get named and the rest don't exist. LLM visibility is the work of becoming one of the named. Killerspots optimizes the signals large language models rely on — structured, authoritative, well-cited content and a clean entity footprint — and continuously measures how often you show up across the major models. It's the newest front in marketing, and being early is a durable advantage.

Citation TrackingCross-LLM MonitoringCompetitor Benchmarks

Most agencies guess at AI visibility. We measure it weekly across multiple engines and benchmark against your direct competitors.

What We Track

Six dimensions of AI brand presence.

  • Brand Mention Monitoring

    Daily/weekly tracking of how your brand appears in ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews for category-relevant prompts.

  • Citation Tracking

    How often AI engines cite your domain as a source. Which pages get cited. Which prompts trigger citations. The ground truth of AI search visibility.

  • Competitor Benchmarking

    Side-by-side citation count vs. your direct competitors. See who AI engines trust more — and why. Data-driven gap closing.

  • Prompt Coverage Analysis

    Map the prompts your prospects ask AI engines. Identify which ones cite you, which cite competitors, and which return generic non-branded answers.

  • Content Gap Reports

    Topics your competitors cover that you don't. Long-tail prompt patterns you're missing. Sourced from real LLM response analysis, not keyword tools.

  • AI Visibility Dashboard

    Plain-English monthly report: where you appeared, where you didn't, what changed, what to do next.

Who It’s For

For brands that refuse to be invisible to AI.

Home & local servicesLegal & professional servicesHealthcare & elective careE-commerce & DTCMulti-location & franchise brandsB2B & SaaS
Our Process

How it works.

  1. 01

    Baseline Testing

    We query the major LLMs across your category's buying questions to baseline how often — and how — you appear versus competitors.

  2. 02

    Content & Entities

    Authoritative, answer-first content and entity/schema signals the models use to understand and trust your brand.

  3. 03

    Off-Site Authority

    Citations and mentions across the sources LLMs are trained on and retrieve from — the trust layer behind a recommendation.

  4. 04

    Track & Improve

    Ongoing measurement of your share of AI answers, with iteration as models and their sources update.

Start With a Baseline

Run KillerSEOx. See where you show up.

Free 60-second audit shows your current AI visibility, citation count, and content gaps. We expand from there.

LeadConnector

Capture every lead. Follow up automatically.

LeadConnector — our AI-powered CRM — captures the leads your marketing drives, scores them by intent, and follows up 24/7 by text and email. Missed call? It auto-texts back. No lead ever goes cold.

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FAQ

Frequently asked questions.

What is LLM visibility?

LLM visibility is how often and how prominently your business is mentioned when people ask large language models (ChatGPT, Gemini, Claude, Perplexity) for recommendations in your category. It is becoming a primary discovery channel, and it can be measured and improved.

Can you track how often AI mentions my brand?

Yes. We query the major models across your key buying questions and benchmark your share of mentions against competitors, then track it over time so you can see the program working.

How is this different from regular SEO?

SEO targets search-engine rankings; LLM visibility targets being named inside AI model answers, which draw on a broader and different set of signals. The foundation overlaps, but the tactics and the scoreboard differ — we handle both.

How do you actually measure LLM visibility?

We query major LLMs (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) for category-relevant prompts and score citations. Repeated weekly to track movement. KillerSEOx integrates this into our audit reports.

Why does LLM visibility matter?

30%+ of search queries that used to send Google traffic now end at an AI overview. The brands AI engines cite are the brands prospects encounter. Invisible to AI = invisible to a growing share of buyers.

Can you guarantee citations?

No — and any agency that does is lying. AI engines weigh sources based on authority, content depth, and structure. We can dramatically improve your odds. We can't force a specific citation outcome.

How is this different from Google ranking?

Google ranking shows pages. LLM citations show your brand by name in synthesized answers. Different surface, different signal. AI engines cite based on entity authority, structured content, and topical depth — not classic ranking factors alone.

How long until I see citations appear?

AI engines index quickly. Once content is structured for citation (entity-rich, FAQ depth, structured answers), citations can appear within weeks. We track and report monthly.