AI Visibility
Audit.

Audits & Reviews
Your customers are asking ChatGPT and Perplexity about your industry right now. If your business is not in those answers, your competitor is. 10 to 14 business days from kickoff to report.
We test real queries your customers ask across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot. We document where your brand appears, where it does not, and why competitors show up instead — then deliver a prioritized optimization plan to get your business into AI-generated answers.

What We Measure

Six Dimensions That Determine Whether AI Recommends Your Brand.

Traditional SEO tells you how Google ranks your pages. AI visibility tells you whether ChatGPT, Perplexity, and Copilot mention your brand at all. These are the six areas we measure.

01

AI Search Presence

We run the exact queries your customers ask across five AI platforms and document every instance where your brand is mentioned, cited, or absent from the response.

02

Citation Analysis

When AI tools cite sources in their answers, we track whether your website is among them. Citation frequency directly correlates with perceived authority in AI responses.

03

Competitor Benchmarking

We run identical queries for your top competitors and map who appears where. You see exactly which brands AI platforms prefer for your target topics and why.

04

Content Authority

AI models prioritize content that demonstrates expertise, depth, and clear structure. We score your content against the patterns AI platforms use to determine source quality.

05

AI Crawlability

We evaluate whether AI crawlers can access and understand your content — including robots.txt directives, llms.txt configuration, structured data, and content hierarchy.

06

Sentiment and Positioning

AI platforms do not just mention brands — they position them. We analyze how AI tools describe your brand relative to competitors and whether the tone matches your intended positioning.

Methodology

Real Queries. Real Platforms. No Simulated Results.

We do not rely on third-party tools that estimate AI visibility. We run actual queries across live AI platforms using custom prompt frameworks that mirror how your customers search.

Platform Testing
Every query is tested across ChatGPT (GPT-4 and GPT-4o), Perplexity AI, Google AI Overviews, Google Gemini, and Microsoft Copilot. Results are documented with screenshots, response text, and citation sources for each platform.
Custom Prompt Frameworks
We build query sets based on your industry, services, and target audience. These are the questions your customers actually ask — not generic keyword lists. Queries cover informational, comparative, and transactional intent.
Competitor Cross-Reference
Every query is run for your brand and your top three to five competitors. We map who appears, who gets cited, and who gets positioned as the preferred option — giving you a direct competitive comparison across all platforms.
Technical Analysis
Beyond content testing, we evaluate your site’s technical readiness for AI crawlers. This includes structured data validation, schema markup coverage, llms.txt configuration, robots.txt directives for AI bots, and content hierarchy assessment.

Packages

We Find the Gaps. We Can Also Close Them.

Choose the package that fits your needs. The audit gives you the roadmap. The optimization package gives you the roadmap plus hands-on implementation.

Audit Only

A complete analysis of your AI search presence with actionable recommendations your team can implement independently.

  • AI search presence analysis across five platforms
  • Citation frequency and source tracking
  • Competitor benchmarking report
  • Content authority scoring
  • Prioritized optimization roadmap

Audit + Optimization

Everything in the audit plus hands-on implementation by our team to improve your AI visibility measurably.

  • Everything in the Audit Only package
  • Content restructuring for AI readability
  • Structured data and schema enhancements
  • llms.txt configuration and deployment
  • AI-optimized FAQ and knowledge content
  • Monthly monitoring with trend reports

Related Services

AI Visibility is One Layer. These Audits Cover the Rest.

AI platforms pull from well-structured, fast, accessible, and technically sound websites. These audits ensure the foundation your AI presence depends on is solid.

Technical SEO Audit

Crawlability, indexation, site architecture, and structured data — the infrastructure that both Google and AI platforms depend on.

Site Speed Audit

Core Web Vitals, server response, and rendering performance. Fast sites get crawled more frequently by both search engines and AI bots.

ADA Compliance Audit

WCAG 2.2 conformance, semantic HTML, and structured content — the same accessibility patterns AI models use to parse your site.

WordPress Security Audit

Vulnerability scanning, access controls, and hardening recommendations to protect the site AI platforms are indexing.

AI Readiness Assessment

A department-by-department analysis of where AI can improve operations, beyond just search visibility.

Custom Chatbot Integration

Turn your optimized content into an AI-powered chatbot trained on your business data for customer support and lead qualification.

Process

Kickoff to Optimization Roadmap In 10 to 14 Business Days.

Four phases. Clear milestones at each stage. You know exactly where we are and what comes next throughout the engagement.

1

Scope and Query Development

Days 1 — 2

We review your website, identify your target audience and competitive landscape, and build the custom query frameworks we will test across all AI platforms. You approve the query set before testing begins.

2

AI Platform Analysis

Days 3 — 7

Every query is run across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Microsoft Copilot. We document responses, track citations, capture screenshots, and score your brand presence against competitors on each platform.

3

Analysis and Report Compilation

Days 8 — 10

We analyze patterns across platforms, score content authority, assess AI crawlability, evaluate sentiment positioning, and compile everything into a structured report with severity-coded findings and prioritized recommendations.

4

Delivery and Review

Days 11 — 14

You receive the complete AI Visibility Report with a walkthrough session. We review every finding, explain the scoring methodology, and align on the optimization roadmap — whether your team implements or we handle it.

Deliverables

What We Need to Start. What You Receive When We Finish.

Three inputs from you. Four deliverables from us. Everything documented, scored, and ready to act on.

What We Need

  • Website URL — Your primary domain and any subdomains or regional variants you want included in the audit.
  • Competitor List — Three to five competitors you want benchmarked. We can also recommend competitors based on your industry if needed.
  • Domain Access — FTP or hosting panel access for llms.txt deployment, only required for the optimization package.

What You Receive

  • AI Visibility Report — Platform-by-platform analysis of your brand presence with screenshots, response transcripts, and citation tracking for every query tested.
  • Brand Performance Scorecard — Quantified scoring across all six audit dimensions with benchmark comparisons against your competitors.
  • Content Authority Framework — Detailed assessment of which content assets perform well with AI platforms and which need restructuring.
  • Optimization Roadmap — Severity-coded action items organized by impact and effort, covering content, technical, and strategic improvements.

Pricing Variables

Every Audit is Scoped To Your Specific Situation.

These are the variables that determine scope, timeline, and investment. We review these during the initial consultation and provide a fixed quote before work begins.

Timeline
Standard audits take 10 to 14 business days. Expedited delivery is available for an additional fee. Ongoing monitoring engagements begin after the initial audit is complete.
Platform Coverage
The standard audit covers five AI platforms. Additional platforms or region-specific AI tools can be added based on your audience and market.
Query Volume
The number of queries tested depends on your service offerings, industry breadth, and competitive landscape. More product lines or service categories require more query frameworks.
Competitor Depth
Standard benchmarking covers three to five competitors. Extended competitive analysis with deeper positioning assessment is available for crowded markets.
Content Scope
Sites with extensive content libraries, multiple service lines, or multiple audience segments require deeper content authority analysis. Smaller focused sites require less.
Optimization Scope
Audit-only engagements deliver recommendations. Audit plus optimization engagements include content restructuring, schema implementation, llms.txt deployment, and AI-specific content creation.
Ongoing Monitoring
AI search results change frequently as models update. Monthly monitoring tracks your visibility trends, competitor movements, and new optimization opportunities as platforms evolve.

See Our Work

See Exactly What You Will Receive.

Browse a complete AI visibility audit. Every platform tested, every citation mapped, every optimization opportunity documented.

Download Full Report (PDF)

Find Out Where AI Sees You. Get an Audit.

Share your site URL and key competitors. We will run a comprehensive AI visibility audit and return a clear picture of where you appear — and where you do not.

  • Visibility analysis across ChatGPT, Perplexity, and Google AI
  • Competitor comparison with gap identification
  • Actionable recommendations delivered within 5 business days

FAQ.

An AI Visibility Audit measures how your brand appears when people ask questions in AI-powered search tools like ChatGPT, Perplexity, Google AI Overviews, and Microsoft Copilot. We run real queries your customers would ask, document where your brand is cited or missing, analyze why competitors appear instead, and deliver a prioritized plan to improve your presence in AI-generated answers.

AEO (Answer Engine Optimization) focuses on optimizing content so AI tools can extract and cite it in their responses. GEO (Generative Engine Optimization) is broader — it includes AEO but also covers how AI models interpret, summarize, and position your brand relative to competitors. Our audit covers both dimensions to give you a complete picture of your AI search presence.

Most audits are completed within 10 to 14 business days depending on scope. The timeline covers query development, platform testing across five AI tools, competitor benchmarking, analysis, and report compilation. Expedited delivery is available if you need results faster.

We audit ChatGPT (GPT-4 and GPT-4o), Perplexity AI, Google AI Overviews, Google Gemini, and Microsoft Copilot. These five platforms represent the majority of AI-powered search traffic. We use custom prompt frameworks to simulate the types of queries your customers actually ask rather than relying on generic keyword lists.

llms.txt is a file placed in your website root directory that provides structured guidance to AI crawlers about your site content, similar to how robots.txt works for traditional search engines. It helps AI models understand your site structure, key pages, and content hierarchy. Our audit evaluates whether llms.txt would benefit your site and includes configuration as part of the optimization package.

Both options are available. The audit-only package delivers a complete analysis with a prioritized roadmap your team can implement independently. The audit plus optimization package includes hands-on implementation — content restructuring, structured data enhancements, llms.txt configuration, and monthly monitoring to track improvement over time.