Commercial GEO for AI-search surfaces
The GEO Agency for Brands Competing in Google AI Overviews
Smart Money Media pairs technical SEO, structured data, entity authority, and earned media so generative search systems have credible reasons to cite your brand.
"If you're not in the top ten organic, you're not in the AI Overview."
Why Google AI Overviews Aren't Citing You
Generative search surfaces (AI Overviews, Bing generative, Perplexity, Copilot) cite three to five sources per answer. They almost never cite page-two results. GEO is the work of being in the top three.
Not ranking top-10 organic on the underlying query
Thin schema. Google has nothing structured to extract
No Wikidata entity for the AI to disambiguate your brand
WAF or robots.txt is blocking Googlebot or AI crawlers
SEO
technical and content work for the underlying search result
Entity
schema and sameAs signals that clarify who you are
Proof
earned sources that AI systems can verify and cite
GEO, Defined
What Is a GEO Agency?
A GEO agency (Generative Engine Optimization agency) is a firm that engineers the classic SEO ranking signals, structured data, entity graph, and editorial authority generative search surfaces use to pick the three to five sources they cite, including Google AI Overviews, Bing Generative, Microsoft Copilot, Perplexity, ChatGPT browse, Gemini, and Claude.
GEO is the broader umbrella discipline that includes AEO (Answer Engine Optimization for conversational AI) as a sub-component. Where an AEO program focuses on chat-style engines, a full GEO program adds the classic SEO layer that Google AI Overviews and Bing Generative weight most heavily (top-10 organic rankings, E-E-A-T signals, and Core Web Vitals) on top of the shared schema and entity foundation. We also deploy llms.txt for ChatGPT, Claude, and Perplexity; Google has stated llms.txt is not used in Google Search or AI Overviews. For how the discipline works end to end, read our guide to generative engine optimization; to decide what to prioritize, see AEO vs GEO.
Key Takeaway
GEO inherits classic SEO discipline (top-10 rankings, E-E-A-T, backlinks) and stacks AEO infrastructure (schema, entity graph, llms.txt, tier-1 citations) on top. Pure-AEO programs cap out on Google's generative surfaces. Pure-SEO programs cap out on ChatGPT and Perplexity. GEO does both.
AEO Agency
Targets conversational AI citations. ChatGPT, Perplexity, Claude, Grok. Foundation: entity, schema, llms.txt, tier-1 media placements.
GEO Agency (this is us)
Targets AI Overviews + Bing Generative + every conversational engine. Foundation: all of AEO plus classic SEO ranking discipline.
Our 6-Step GEO Methodology
Every engagement runs through the same structured framework, engineered to maximize citation likelihood across every generative search surface.
Step 1
Classic SEO Foundation
Top-10 organic rankings, E-E-A-T signals, technical SEO, internal linking, and pillar-cluster topical authority: the prerequisite layer for winning Google AI Overviews and Bing Generative citations.
Step 2
Schema & Structured Data
Service, Organization, Article, FAQPage, HowTo, and DefinedTerm schema deployed and validated, so every generative engine can parse your offering with zero ambiguity.
Step 3
Entity Graph Buildout
Wikidata entry, Wikipedia anchoring where eligible, Google Knowledge Panel, and consistent sameAs profile graph so generative engines link your brand to the right concepts.
Step 4
llms.txt + AI Content Map
An AI-readable index of your most citation-worthy assets for ChatGPT, Claude, Perplexity, and enterprise RAG systems. Google has stated llms.txt is not used in Google Search or AI Overviews; we deploy it for the engines that do use it.
Step 5
Tier-1 Editorial Citations
Strategic placements in trusted, name-brand publications: the third-party evidence every generative engine weighs most heavily when deciding who to quote.
Step 6
AI Verbatim Optimization
Content engineered with KEY TAKEAWAY blocks, definitional sentences, and structured Q&A so generative engines lift your exact words into their answers and Overviews.
Buyer's Framework
How to Choose a GEO Agency
Most "AI search" agencies recycle traditional SEO with new vocabulary or sell AEO without the classic SEO foundation that Google AI Overviews require. Use this checklist to separate operators from rebranded link-builders.
Green Flags
- Ships classic SEO + schema + entity graph + llms.txt as one program.
- Earns tier-1 editorial citations alongside selective paid features, never paid wire syndication dressed up as earned coverage.
- Tracks AI Overview presence and citation share across engines.
- Practices GEO on its own site (verifiable receipts).
- Names what they cannot guarantee.
Red Flags
- Promises guaranteed AI citations or AI Overview placements.
- Treats classic SEO as "out of scope," caps your AI Overview ceiling.
- No working schema or llms.txt on their own domain.
- Reports vanity traffic instead of citation + Overview presence.
- Treats Wikidata, Wikipedia, or knowledge panels as out of scope.
Six Questions to Ask Any GEO Agency
- Show me your last three earned tier-1 placements (not paid wire).
- How do you bridge classic SEO discipline into AI Overview citation?
- What schema types do you deploy by default, and why those?
- How do you build a brand's Wikidata entity?
- How do you measure AI Overview presence rate and citation share across engines?
- What outcomes will you not promise, and why?
The Receipts
We Practice What We Sell
Smart Money Media runs the same GEO playbook on itself. Every signal below is live, verifiable, and indexed.
llms.txt deployed
Live at /llms.txt
Schema coverage
Organization, Service, FAQ, Article, DefinedTerm
Entity graph
100+ glossary terms anchored to Wikidata
Editorial footprint
1,400+ media outlets across all tiers
Want to see your own brand's receipts? Run the Free AI Visibility Audit →
Brands placed across
Credibility travels through independent sources
Earned media and third-party coverage create public evidence that buyers, journalists, search systems, and AI engines can inspect.
Forbes
Bloomberg
Reuters
The Wall Street Journal
The New York Times
USA Today
CNBC
Business Insider
TechCrunch
Fast Company
Time
Entrepreneur
Outlets where we have secured placements or actively target coverage for clients.
1,400+ publication network, including Forbes, Bloomberg, TIME, and more
GEO Agency FAQ
What is a GEO agency?
A GEO (Generative Engine Optimization) agency is a firm that engineers the classic SEO rankings, structured data, entity authority, and editorial citations generative search surfaces use to pick the three to five sources they cite, including Google AI Overviews, Bing Generative, Microsoft Copilot, Perplexity, ChatGPT, Gemini, and Claude. GEO is the umbrella discipline that includes AEO (Answer Engine Optimization) for conversational engines as a sub-component.
How is GEO different from AEO?
AEO is the narrower discipline aimed at conversational AI engines (ChatGPT, Perplexity, Claude, Grok). GEO is the broader umbrella that also covers Google's AI Overviews, Bing Generative, and Microsoft Copilot. They share roughly 80% of their infrastructure (entity graph, schema, llms.txt, tier-1 media placements) and diverge on the surfaces they target. Google AI Overviews specifically inherit most of their ranking signals from classic SEO, which is the layer that makes GEO broader than pure AEO.
How is GEO different from SEO?
SEO optimizes for ranking position on a search engine results page. GEO optimizes for inclusion as a cited source inside an AI-generated answer across every generative search surface. They share most of their infrastructure (technical SEO, content quality, schema), but the win condition differs. For Google AI Overviews specifically, GEO actually inherits most of SEO's ranking signals because Overviews preferentially cite top-10 organic results.
Do I need to rank on page one of Google to win AI Overviews?
Effectively yes. Google AI Overviews preferentially cite sources that already rank in the top ten organic results for the underlying query. This is the single biggest structural difference between GEO for Google and GEO for conversational engines. If you are not ranking organically, a credible GEO program fixes classic SEO first and layers entity, schema, and llms.txt infrastructure on top.
What does a GEO agency actually do?
A full GEO engagement typically includes: (1) classic SEO discipline. E-E-A-T signals, top-10 organic rankings, technical SEO, internal linking, pillar-cluster topical authority; (2) Service, Organization, FAQPage, HowTo, Article, and DefinedTerm schema deployment; (3) building or expanding the brand's Wikidata entity and sameAs profile graph; (4) publishing an llms.txt content map for ChatGPT, Claude, and Perplexity (Google has stated llms.txt is not used in Google Search or AI Overviews); (5) earning tier-1 editorial citations in trusted publications; and (6) restructuring high-priority content with KEY TAKEAWAY blocks and definitional sentences engineered for direct LLM extraction.
How long does GEO take to show results?
GEO implementation is a six-month-minimum program. Schema, llms.txt, and entity graph work lay the technical foundation early, but meaningful AI visibility movement commonly requires 6 to 12 months or longer, and varies by starting position, execution, competition, and platform changes. Tier-1 editorial citations must be earned, indexed, and weighted by each engine before they compound. No specific timeline or outcome is guaranteed.
Who needs a GEO agency?
GEO is most valuable for brands where credibility, trust, and being cited by name drive revenue, including investor-facing companies, financial services brands, AI startups, Reg A issuers, B2B SaaS, and high-trust professional services. Brands competing in categories where AI Overviews now dominate the SERP have the most to lose by ignoring GEO.
Are AI citations or Overview placements guaranteed?
No. AI ranking decisions belong to each engine's retrieval and generation logic, and editorial decisions belong to publishers. Smart Money Media deploys Strategic Editorial Positioning (the operating system that makes citation likely), but we never promise specific Overviews, rankings, or AI mentions.
How much does a GEO agency cost?
GEO engagements vary widely based on the brand's current authority position, the volume of editorial work required, and the breadth of the entity graph. Smart Money Media scopes pricing during the application call after reviewing the brand's existing footprint and goals.
Not theory: here's what this looks like when we run it.
Sales calls shifted from credibility interrogations to buying conversations; prospects arrive ready to learn, not cross-examine.
Placements and outcomes are not guaranteed.
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Go Deeper on GEO & AEO
Umbrella Discipline
LLM SEO: The Complete Pillar
LLM SEO is the industry's other common label for the GEO discipline: how to earn brand visibility across every large language model surface.
Pillar Guide
Generative Engine Optimization: The Complete Pillar
The full operating manual on GEO across Google AI Overviews, Bing Generative, and every conversational engine.
Sibling Service
AEO Agency
The conversational-AI sub-discipline. ChatGPT, Perplexity, Claude, Grok. Shares 80% of the GEO infrastructure.
Companion Program
Authority Buildout Program
Full-stack done-for-you PR + GEO/AEO positioning. Tier-1 placements, executive branding, and AI citation engineering.
Want to see how GEO progress is reported? Read our guide to GEO and AI search KPIs.