The SAGE Audit: Is Your Site Invisible to AI Search?
68% of Google searches now end without a click. Users get answers directly from AI — ChatGPT, Perplexity, Google AI Overviews — and your site is invisible to them. The SAGE Audit is a four-layer diagnostic that examines your site the way modern discovery actually works: Search (SEO), AI Answers (AEO), Generative citations (GEO), and Experience (UX, functionality, and design). We find every leak — technical cracks, AI citation blind spots, content structure failures, and UX friction that drives users away — then hand you a prioritized fix plan. Or we do the fixing ourselves.
What the SAGE Audit Covers
- Full technical crawl and SEO health scan — broken links, missing schema, crawl errors, Core Web Vitals
- AI visibility audit: where your brand appears (or doesn't) in ChatGPT, Perplexity, Gemini, and Google AI Overviews
- Content structure audit: heading hierarchy, FAQ/HowTo schema gaps, answer-engine readiness, freshness signals
- UX, functionality & design audit: mobile usability, navigation flow, load speed, accessibility, design quality, conversion-path friction
- Competitive benchmark: who is winning AI visibility in your space and what they are doing right
- Prioritized remediation plan with effort-impact matrix — quick wins first, structural fixes scheduled
- Free re-audit after fixes to verify improvement and track progress
What Does SAGE Stand For?
Search
Technical SEO, crawl health, schema, Core Web Vitals
AI Answers
AEO — answer-engine readiness, featured snippets, FAQ schema
Generative
GEO — AI citation visibility across ChatGPT, Perplexity, Gemini
Experience
UX, functionality, design, accessibility, conversion paths
Over two-thirds of Google searches in 2026 end without a click — your site is invisible unless it appears in AI summaries.
Source: SparkToro / SimilarwebChatGPT citations come from content published or updated within 10 months. Stale content goes unseen.
Source: AirOpsPages using structured responses, bulleted lists, and proper schema markup see up to 74% higher AI visibility.
Source: AirOps88% of users never return to a site after a bad experience — slow loads, broken navigation, or confusing layouts.
Source: ToptalPages ranking outside the top 20 in traditional search still get cited ~90% of the time by ChatGPT when content is structured well.
Source: Semrush AI Search StudyAdding original statistics, citations, and expert quotes boosts AI source visibility by over 40% across queries.
Source: Semrush / Academic ResearchReal client results
MD Cleaners NYC
Dry Cleaning & Laundry ServicesResult: MD Cleaners now ranks in the local map pack for "dry cleaners near me" across their service neighborhoods, sees a steady flow of scheduled pickups booked through the site, and h…
Read the full case study“We went from being invisible online to showing up first when neighbors search "dry cleaners near me." The scheduled pickups come in on their own now — we did…”
How the SAGE Audit Works
Crawl & Scan
We run a full technical crawl of your site — broken links, schema gaps, Core Web Vitals, indexation status, mobile rendering. Automated tools surface the technical cracks within hours.
AI Visibility Test
We fire synthetic queries across ChatGPT, Perplexity, Gemini, and Google AI Overviews to see where your brand appears, where it doesn't, and which competitors own the space you're missing.
UX & Design Review
We navigate your site on real devices — mobile and desktop — testing navigation clarity, form usability, accessibility, load speed, design quality, and conversion-path friction. Every issue gets an annotated screenshot.
Prioritized Fix Plan
You receive a single report with every finding ranked by severity and effort. Quick wins are flagged for immediate action. Structural fixes come with instructions. Strategic plays come with scope and timeline.
The Four Layers, In Depth
S — Search (SEO): Find the Cracks
Before AI can cite you, search engines must trust you. We crawl your entire site to uncover broken links, missing or malformed schema markup (Organization, LocalBusiness, FAQ, Article), crawl budget waste, slow Core Web Vitals, indexation gaps, and mobile rendering failures. Every technical fault is a leak in your visibility pipeline — we find and catalog every one, ranked by severity. This layer also covers internal linking architecture, canonical tag strategy, XML sitemap integrity, and robots.txt configuration to ensure search bots reach your highest-value pages first.
A — AI Answers (AEO): Can You Be the Answer?
Answer Engine Optimization is about being the snippet that Google, Siri, and Alexa read aloud. We audit your content against question-answer patterns: are your headings phrased as the questions your customers actually ask? Do you lead with a direct, bolded answer before elaborating? Is FAQ and HowTo schema in place — which alone makes pages 78% more likely to be cited by AI? We score every page on answer-readiness and show you exactly what to restructure, including target question clusters, answer-format gaps, and missing schema types.
G — Generative (GEO): Will AI Cite Your Brand?
Generative Engine Optimization is the new frontier. ChatGPT, Perplexity, Claude, and Google AI Overviews cite sources differently than Google ranks pages — and ~90% of pages cited by ChatGPT rank outside the top 20 in traditional search. We run synthetic queries across every major AI engine to see where your brand appears, where it does not, and what your competitors are doing to occupy that space. We check freshness signals (95% of AI citations favor content under 10 months old), brand entity consistency across the web, third-party mention analysis on the sources LLMs trust most (Reddit, Quora, Wikipedia, industry publications), and whether your content is structured for machine extraction.
E — Experience (UX, Functionality & Design): Stop Frustrating Users
88% of users never return after a bad experience. We audit your site from a real user's perspective: mobile responsiveness on actual devices, navigation clarity (can a first-time visitor find what they need in under 3 clicks?), form usability, accessibility (WCAG 2.1 AA baseline), scroll behavior, visual design quality, and conversion-path friction. We also test functional elements — broken buttons, broken forms, dead-end pages, JavaScript errors, and cross-browser compatibility. You get annotated screenshots of every issue, an accessibility report, a design-quality assessment, and a prioritized fix list. A site that frustrates users cannot convert them — no matter how well it ranks.
The Fix: From SAGE Audit to Action
An audit is only as good as the action it drives. We deliver a clear, prioritized remediation plan with an effort-impact matrix — quick wins you can implement today (like fixing a broken H1 or adding FAQ schema), structural fixes for your developer (like crawl budget optimization or Core Web Vitals tuning), and strategic plays (like a full content refresh or GEO entity-building campaign). Every fix is mapped to the specific SAGE layer it addresses. If you prefer we handle the fixes ourselves, our remediation packages cover the full stack and include ongoing monitoring with a free re-audit at 90 days to verify improvements.
What You Get
Expert Sources & Further Reading
Stop Guessing. Start Fixing.
The SAGE Audit gives you a complete picture of your site's search visibility, AI citability, and user experience — in one report, prioritized for action. Free initial audit, delivered in five business days.
Frequently Asked Questions
What is the SAGE Audit?
The SAGE Audit is a four-layer site diagnostic. S stands for Search (SEO) — technical crawl health, schema, Core Web Vitals. A stands for AI Answers (AEO) — whether your content can be extracted as a direct answer by Google, Siri, and Alexa. G stands for Generative (GEO) — whether ChatGPT, Perplexity, Gemini, and Google AI Overviews cite your brand. E stands for Experience (UX, functionality, and design) — mobile usability, accessibility, navigation, and conversion-path friction. You get one report covering all four, with every issue prioritized.
Is the initial SAGE Audit really free?
Yes. The first audit is free, with zero obligation. We deliver a complete report showing every technical, AI-visibility, and UX issue we find, ranked by severity and with a clear fix plan. If you want us to handle the remediation ourselves, we offer packages that cover the full stack, and we run a free re-audit at 90 days to verify improvement.
Why do I need a GEO audit if I already rank on Google?
Because ranking on Google and being cited by AI are two different things. Around 90% of pages that ChatGPT cites actually rank outside the top 20 in traditional search. That means a competitor with a weaker Google presence but better structured, fresher content can own the AI visibility space. The SAGE Audit's GEO layer finds that gap before they do.
How long does the SAGE Audit take?
We deliver the full report within five business days. Some findings, like Core Web Vitals scores and technical crawl issues, are available within hours. The AI visibility and UX layers require more analysis across multiple engines and devices, which is why we take the full window to be thorough.
What happens after I get the SAGE Audit report?
You get a prioritized fix plan with an effort-impact matrix. Quick wins, like fixing a broken H1 or adding FAQ schema, are highlighted so you or your developer can act immediately. Structural fixes, like crawl budget optimization or content restructuring, come with clear instructions. Strategic plays, like a full GEO entity-building campaign, come with a scope and timeline if you want us to handle them. Every fix is mapped to the specific SAGE layer it addresses.
Can you fix everything the SAGE Audit finds?
Yes. We offer remediation packages that cover the full stack: technical SEO repairs, content restructuring for AEO and GEO, schema implementation, Core Web Vitals tuning, UX improvements, and design fixes. We run ongoing monitoring and a free re-audit at 90 days so you can see exactly what improved.
