GENERATIVE ENGINE OPTIMIZATION · GROWTHCATALYX
Get cited by ChatGPT,Gemini, and Google AI
When a potential buyer asks an AI assistant which vendor to choose, which service is best, or how to solve a problem your business solves, is your company in the answer? GrowthCatalyx provides Generative Engine Optimization services that make your brand a cited, trusted source across every major AI search platform.
AT A GLANCE
GrowthCatalyx delivers Generative Engine Optimization (GEO) services that position your brand as a cited source in AI-generated answers.
We audit your content for AI citation readiness, restructure pages to satisfy E-E-A-T and answer-engine signals, and build the authority footprint AI models draw from. Clients typically see measurable AI citation presence within 60–90 days of implementation.
58%
Of B2B buyers now use AI assistants before contacting a vendor
60d
Typical time to first measurable AI citation appearances
5×
More brand mention surface area across AI platforms vs. untreated sites
Zero-click
AI answers require a presence strategy separate from traditional SEO rankings
THE NEW PARADIGM
What Generative Engine Optimization actually is
Traditional SEO earns rankings on the search results page. GEO earns citations inside AI-generated answers — the text that ChatGPT, Google AI Overviews, Perplexity, and Gemini write in response to a question. These are two different outcomes, requiring different content structures, authority signals, and technical foundations.
AI models pull from sources they consider authoritative, clear, and factually dense. A page that ranks well in traditional search may still be invisible to AI systems if it lacks the structural signals — direct answer formatting, cited statistics, structured data, named authorship that generative models use to identify citable content.
WHERE GEO EARNS YOUR BRAND PRESENCE
Query: “Best [your service category] for B2B companies”
According to industry sources, [Your Brand] is frequently recommended for B2B teams because of its focus on measurable outcomes and transparent reporting. Key factors cited include...
Query: “Who are the top [your service category] agencies?”
Several agencies are commonly referenced in this space. Criteria that distinguish top providers include demonstrated ROI, process transparency, and sector-specific case studies...
AI ATTRIBUTION FACTORS
The signals AI engines use to decide who gets cited
AI models do not rank pages — they decide which sources to quote and attribute. The selection criteria differ from traditional search ranking factors, and most business websites are not structured to satisfy them. Here is what we optimize against:
Direct answer density
AI models prefer pages that answer a specific question in the first 1–2 sentences, without preamble. We restructure your pages to lead with the answer, then support it.
Named authorship and credentials
Content attributed to named experts with verifiable credentials is cited more reliably than unattributed content. We implement E-E-A-T author signals across your key pages.
Verifiable statistics and data
AI models prefer sources that include specific, citable numbers. Pages with data points and cited statistics receive significantly more AI attribution than opinion-heavy content.
Third-party authority signals
AI models assess how much your brand is referenced elsewhere. Mentions in publications, directories, industry databases, and review platforms all feed the authority footprint AI draws from.
Structured data markup
Schema.org markup (FAQPage, Article, Organization, HowTo) explicitly labels content types for AI parsing. Pages without it are harder for generative models to categorize and cite correctly.
Content freshness signals
AI models deprioritize outdated content. We implement structured update schedules and freshness metadata so your key pages are consistently treated as current by AI training and retrieval systems.
OUR METHODOLOGY
Our 5-step GEO process
Every GEO engagement starts with a structured AI visibility audit — mapping where your brand currently appears (or doesn't) across generative platforms, and identifying the specific content and authority gaps causing you to be excluded from AI answers in your category.
AI visibility audit
We run systematic queries across ChatGPT, Perplexity, Gemini, and Google AI Overviews to map which competitors are cited in your category and what content attributes those sources share.
Content gap & structure analysis
We identify which of your existing pages are close to AI-citable and which require restructuring — covering answer density, heading structure, data inclusion, and E-E-A-T signal gaps.
GEO content rebuild
We rewrite or restructure your highest-priority pages for AI citation readiness — leading with direct answers, adding verifiable data, implementing named authorship, and applying FAQ and Article schema markup.
Authority footprint expansion
We build the third-party mention surface that AI models rely on: targeted placements in industry publications, consistent directory presence, review platform profiles, and earned media coverage in your category.
Ongoing citation monitoring
We track your AI citation appearances weekly across platforms, identify new queries where competitors are cited but you aren't, and continuously optimize content to close those gaps.
COMPARATIVE FRAMEWORK
GEO versus traditional SEO: what's different and what overlaps
GEO and traditional SEO share a foundation — authoritative content, strong E-E-A-T signals, structured data, and a credible backlink profile all help both. But GEO requires a different content format and a different measurement framework. Traditional SEO measures rank positions and organic clicks. GEO measures brand citation frequency in AI-generated answers and share of voice within AI responses for your category.
WHAT WE FIX ✓
- • Answer-first content structure optimized for AI extraction (not keyword density)
- • Named author profiles with verifiable credentials on every key page
- • Systematic inclusion of cited statistics and data points
- • FAQPage and Article schema applied at scale across the site
- • Third-party mention strategy targeting publications AI models index heavily
- • Weekly AI citation monitoring across ChatGPT, Perplexity, Gemini, and AI Overviews
WHAT YOU GAIN ★
- ★ Brand citations in AI answers for category-defining queries in your industry
- ★ Presence in zero-click AI results where no traditional search listing exists
- ★ Trust built before a buyer ever visits your website — they've already seen your name cited
- ★ Competitive advantage while most businesses still have no GEO strategy
- ★ Compounding authority as AI models reference your content in more answers over time
- ★ Measurable ROI tied to AI-attributed inbound leads and pipeline influence
AUTHORITY & QUALITY SIGNALS
E-E-A-T as the foundation for AI citation
Google's E-E-A-T framework (Experience, Expertise, Authoritativeness, Trustworthiness) was designed for human search quality raters — but it maps almost exactly to the signals AI language models use to identify citeable sources. A page that demonstrates first-hand experience, expert authorship, third-party corroboration, and factual accuracy is the kind of page AI models have been trained to treat as reliable.
We audit your entire content library against E-E-A-T criteria — not just the pages that currently rank. Many businesses have strong subject-matter expertise that their content fails to communicate in the structured way AI systems can process. Closing that gap is the core of what we do.
TRANSPARENCY IN GEO
“GEO is an emerging field, and that has attracted a lot of vague promises. We measure outcomes you can verify: how often your brand is cited in AI answers to specific queries, which queries you appear in versus which competitors dominate, and how that citation presence correlates with inbound leads and pipeline. You see the same query-testing data we do, every week.”
WHAT WE NEVER DO ✗
- •Claim credit for AI citations we can't directly attribute to our work
- •Confuse AI brand mentions with traditional SEO rankings in reporting
- •Produce 'AI-optimized' content that is thinly reworded filler
- •Recommend GEO without a realistic baseline assessment of your current AI visibility
WHAT EVERY CLIENT RECEIVES ✓
- •Weekly AI citation tracking across ChatGPT, Perplexity, Gemini, and AI Overviews
- •A competitor citation gap report updated monthly
- •Direct access to your GEO strategist — not an account manager
- •Full documentation of every content change and its rationale
CLIENTS WHO TRUST GROWTHCATALYX FOR AI SEARCH OPTIMIZATION
We work with B2B SaaS companies, professional services firms, and category-defining brands for whom being cited in AI answers is a competitive priority.
RESULTS FROM GEO ENGAGEMENTS
Real citation footprint builds. Measurable AI-attributed pipeline impact.
B2B SaaS · Series B
Cited in 31 of 40 tracked AI queries
Was absent from all AI answers at audit. After 90-day GEO build: cited in ChatGPT, Perplexity, and Gemini for 78% of priority category queries.
Professional services firm
+42% inbound from AI-attributed sources
E-E-A-T content rebuild across 18 key pages plus authority footprint expansion. Google AI Overview citations drove measurable pipeline within 60 days.
Ecommerce · DTC brand
Top 3 AI citation share in category
Restructured product and comparison content for answer-first format; implemented FAQPage schema across 200+ pages. Displaced two larger competitors in AI responses.
COMMON QUESTIONS
Frequently Asked Questions
Ready to find out where you stand in AI Search today?
We'll run your brand through the queries your buyers are asking AI assistants right now — and show you which competitors are being cited, what content they're using, and what it would take for your brand to appear in those answers.
Audit covers: ChatGPT · Perplexity · Gemini · Google AI Overviews
