AI Search Audit Service: Get Your Brand Cited in LLM Search

Someone searching your category on Google would find you easily. That same person asking Perplexity or ChatGPT the same question might never hear your name. Our assessment pins down exactly where that happens and gives you a way to change it.

See Our Case Studies
ChatGPT
Claude
Google AI Overviews
Gemini
Perplexity

Trusted by B2B and SaaS brands to win AI search.

Cydome
Hubble
MakroPRO
Thales
Google PartnerCertified
AhrefsVerified
SemrushAgency Partner
Clutch (5.0)
G2 (4.8)

You Don't Know Where You Stand in LLM Search

You rank on page one of Google, but when a buyer types your category into ChatGPT or Perplexity, your company doesn't exist. You have no idea why.

You have tried searching for your own brand on these platforms. Sometimes you appear, sometimes you don't, and when you do the information is wrong or outdated.

Your competitors are getting cited in LLM-generated answers. You can see it happening. You have no systematic way to figure out how they are doing it or how far behind you are.

Everyone is talking about GEO, AEO, generative-engine optimization. Agencies are pitching you on it. You have no way to tell a good pitch from a bad one because you don't have your own numbers to compare against.

You tried one of the automated assessment tools floating around. It gave you a score. You got a number back. Nobody in your team knows what it actually means or what to do with it.

Your leadership wants to see how the company performs in LLM search. You have nothing to put in front of them. No dataset, no competitor benchmarks, nothing concrete.

If you are nodding along to any of this, the fix is an ai search audit service. A real one, run by people who do this work full time.

Find out what AI says about your company.

AI Visibility Score

At Risk

Google Search

Ranking

ChatGPT

Not found

Perplexity

Not found

Gemini

Not found

Claude

Not found

What Our AI Search Visibility Audit Services Cover

An ai search audit service flips that. We pull your brand through six platforms first and document what comes back.

We type your target queries into ChatGPT, Gemini, Perplexity, Google AI Overviews, Copilot, and Claude. Manually. The ai visibility audit logs every mention, every omission and every competitor that got cited instead of you. Platform by platform, prompt by prompt.

Real Results From Our LLM Search Campaigns

Most agencies show you dashboards full of numbers you can't verify. LLM visibility is something you can verify on the spot. Take any query from this page, type it into ChatGPT or Perplexity, and see whether the result matches what we claim.

MakroPRO · B2B Wholesale (Thailand's #1 Grocery Platform)

748 signups/mo

Problem: Strong Google rankings, completely invisible in generated answers about wholesale grocery. We restructured their category pages so language models could actually pull useful answers from them, and removed the technical barriers that had been keeping platform crawlers out. Sixteen months into the engagement, MakroPRO was gaining 748 new paying signups every month through LLM-driven channels.

Solution: You can verify this yourself: ask ChatGPT which wholesale grocery platforms operate in Thailand.

See official stats →

Thales · Enterprise Cybersecurity

56 sales calls/mo

Problem: Dozens of regional sites, product data scattered everywhere, no coherent entity presence for the models to pull from. We consolidated schema, aligned knowledge-graph data, and ran full technical cleanup. Result: 56 booked sales calls per month, client-confirmed. Real pipeline from LLM-driven discovery.

Solution: Ask Gemini about enterprise cybersecurity solutions and check who shows up first.

See official stats →

Cydome · Maritime Cybersecurity

4 enterprise clients/mo

Problem: Enterprise buyers in this niche ask a language-model assistant for recommendations first; vendors don’t hear from them until after that. We mapped the prompts that mattered, placed Cydome in the maritime security press, and built the comparison content that could be used in generated answers. Eleven months in: 4 new enterprise clients per month and the #1 position in ChatGPT for maritime cybersecurity.

Solution: Run that query yourself right now.

See it in ChatGPT →

Hubble · Online Contact Lens Subscription

426 subscribers/mo

Problem: A DTC brand in a category that language models kept handing to the legacy players. We built the definitions, comparisons, and citation architecture that gave LLMs a reason to recommend Hubble. Thirty-two months of compounding work: 426 new subscribers per month attributed to these platforms, client-reported.

Solution: Type "best contact lens subscription" into Perplexity and check the sources listed on screen.

See official stats →

Want results like these?

How Our LLM Assessment Process Works

  1. 1

    Full Visibility Assessment

    WEEKS 1–2

    We run a full review on every platform that matters. The report tells you which platforms mention your brand and which ones skip you, and how your competitors perform in the same queries.

  2. 2

    Prompt Mapping & Strategy

    WEEKS 2–3

    Before a buyer visits your site, they've already asked an LLM assistant about your category. We find out what they're asking, check if your brand shows up in the answer, and go after the questions that carry the most business value.

  3. 3

    Content & Entity Optimization

    WEEKS 3–8

    We rebuild your content around the way language models read and extract information. Schema gets implemented, your knowledge-graph presence gets cleaned up, and every key page is structured so these platforms can cite it directly.

  4. 4

    Citation Building & Digital PR

    ONGOING

    Language models trust certain sources more than others. We get your brand placed in those sources — industry publications, specialist directories, niche media — so the models have a reason to recommend you.

  5. 5

    Tracking & Reporting

    MONTHLY

    Every month you get a report: how many citations you received in generated answers, which prompts you’re ranking for, and how much pipeline came from model-driven discovery. Revenue is what we track, not vanity dashboards.

Ready to start?

Full Scope of Work

Strategy & Assessment

  • Complete ai visibility audit across ChatGPT, Gemini, Perplexity, Google AI Overviews, Copilot, and Claude

  • Prompt research and commercial-intent mapping

  • Competitor LLM-presence benchmarking (3–5 competitors)

  • Entity gap analysis and knowledge-graph review

Content & Optimization

  • Answer-first content creation and optimization

  • Schema and structured data implementation (Organisation, Product, FAQ, How-To)

  • Technical crawler accessibility setup (GPTBot, OAI-SearchBot, PerplexityBot, Google-Extended)

  • Existing content restructuring for answer extraction

Authority & Reporting

  • Citation building and digital PR

  • Platform citation tracking and monitoring

  • Monthly LLM visibility and pipeline-impact reports

  • Ongoing strategy refinement based on platform algorithm changes

Who This Service Is Built For

GREAT MATCH

Good fit:

  • Companies that rank well on Google but have no idea whether generative search engines cite, recommend, or misrepresent them. The assessment is how you get that starting point.

  • B2B companies in which the buying process starts with an LLM query long before anyone fills out a demo request. If you are comparing ai search visibility audit providers, start with the review. See our SaaS GEO work →

  • DTC and e-commerce brands in categories that language models hand to legacy players by default. The review shows you what you are losing and what it takes to win. See our fintech AEO work →

  • Marketing leaders who need to walk into an executive meeting with real numbers on LLM visibility, not a verbal update.

  • Companies that tried an automated check and got back a dashboard that nobody knew what to do with.

NOT A MATCH

Not the right fit:

  • You don't have a website yet. We review what exists; we don't build from scratch.

  • You need results overnight. LLM authority builds over 60 to 90 days, and anyone promising instant visibility is not telling the truth.

  • You are shopping for the cheapest option. Our work is priced for companies that treat marketing as an investment, not an expense.

  • You only care about Google rankings. If traditional SEO is all you need, there are good agencies for that. We specialize in LLM search.

AI search audit service Pricing: How Most Clients Land

Every engagement is quoted after the review. Here is a rough guide so you know how most clients land:

Local business, one market

$1,500–2,500/mo

Category that isn't contested yet. One location, one city, a handful of buyer questions to win. The review often reveals quick wins here, simply because nobody in the category has started.

Established company

$3,000–4,500/mo

Several products or markets, competitors already showing up in generated answers. More prompts to contest, more content to rebuild, citations that have to be earned rather than claimed.

Enterprise

$5,000+/mo

Multi-market or multi-language, contested category. Scaled digital PR, reporting into your BI stack.

These are what our current clients pay after the review, not packages. The assessment costs nothing, your actual price depends on the results.

FAQ

Frequently Asked Questions About LLM Search Assessments

Related Generative Search Services

The review is step one. Depending on what it reveals, these are the services that take you from knowing how you stand to actually winning LLM citations.

ChatGPT SEO Agency

Get your brand recommended when buyers ask ChatGPT about your category. Prompt mapping, content optimization, and citation building specifically for OpenAI's models.

ChatGPT SEO →

Gemini SEO Agency

Optimize for Google's Gemini and Overviews, the LLM layer that now sits above traditional search results.

Gemini SEO →

Claude SEO Agency

Anthropic's Claude is gaining traction in enterprise and research contexts. We optimize your presence for Claude's citation model.

Claude SEO →

Start With an AI Search Audit Service — It's Free

Your competitors are already being cited in LLM answers. Every week without data is a week of decisions based on assumptions. Our ai search visibility audit services give you the baseline. The review is free, takes 15 minutes of your time, and shows you exactly how you stand across ChatGPT, Gemini, Perplexity, and Google Overviews.

Get a free audit

This is the exact query we'll check for you.

Your audit takes 5–10 business days. No spam, ever.