# Generative Engine Optimization in New York

// service / geo

Generative Engine Optimization (GEO) is how you get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews when buyers ask questions in your category. We build the chunked content, schema, and entity graph that AI engines actually quote. We are a New York agency, and we work with companies in the five boroughs, on Long Island, and remotely.

**Primary CTA:** Get An Audit
**Secondary:** See a related playbook

## Featured research. The New Rules of Search.

Long-form data-backed analysis of why generative engine optimization (GEO) demands a fundamentally different playbook. 8,000 words. Every claim cited.

[Read the whitepaper](https://www.winstondigitalmarketing.com/whitepapers/the-new-rules-of-search/)

## The search landscape is splintering.

ChatGPT crossed 200 million weekly active users and keeps growing. By mid 2025 it overtook Bing for daily web traffic. Google AI mode adoption is growing about 4% per day. One in five internet users worldwide uses ChatGPT monthly.

The data on Google itself is also moving. AI Overviews now appear on a growing share of queries. The click economy behind them is measurably different from the pre-AI Overview baseline.

**State of search (sourced):**

- **13%** of Google search queries triggered an AI Overview as of March 2025 (Ahrefs)
- **88.1%** of AI Overview queries are informational (Ahrefs)
- **34.5%** drop in position-1 CTR when AI Overviews are present (Ahrefs)
- **43%** zero-click rate on AI Overview queries vs 34% without (SemRush)
- **33%** overlap between ChatGPT and Google results (Profound)
- **66%** of Americans used social search in the last month
- **40%** of Americans have used TikTok as a search engine (64% of Gen Z)

> Organic traffic isn't dying. It's evolving. Showing up is now as important as getting the click. Google rankings are still the backbone of LLM visibility (LLM traffic is mostly additive), but citation-readiness is a separate discipline.

## How we run GEO. 13 pillars in three clusters.

**Technical GEO. Enabling discovery.**

1. Schema evolution for generative search (FAQ, HowTo, Article, Organization, Person, Product).
2. AI bot crawling audits. GPTBot, ClaudeBot, PerplexityBot log file analysis.
3. Log file analysis for LLM interactions.
4. Agentic search readiness. MCP endpoints, Markdown-for-bots edge serving.
5. Vector embeddings for semantic search surfaces.

**Content GEO. Being the source AI cites.**

6. Content topic clusters and semantic search optimization.
7. Semantic internal linking optimization.
8. Product and service taxonomies.
9. On-page optimizations (titles, meta descriptions, headers, CLPs, PDPs).
10. Blog creation and content expansion.

**Monitoring and reporting.**

11. Skill-generated tracking prompts at scale (`geo-prompt-research`).
12. Agentic verification across ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini.
13. Automated delta reports (`geo-competitor-analysis`).

## What you get.

- A 40-page GEO audit with prioritized recommendations
- A 90-day execution roadmap sequenced by citation impact
- Content refactoring of your top 20 to 50 pages into citable chunk architecture
- Schema implementation (FAQ, HowTo, Article, Organization, Person)
- A citation monitoring dashboard with weekly delta reports across ChatGPT, Perplexity, Claude, and Google AI Overviews
- A published GEO methodology doc we license to your team for internal use

## The stack we deploy.

Claude · Claude Code · Claude Skills · MCP servers · DataForSEO API · Ahrefs API · Firecrawl · Perplexity API · Custom GEO audit skills

## Who this is for.

B2B and B2C companies in competitive search markets where buyers already ask AI engines for recommendations. Minimum content footprint: roughly 20 indexed pages. You need enough surface area to refactor against.

You also need an editorial operation that can execute the content work, or budget for us to run it. GEO is not a one-time audit you file in a drawer. It is an ongoing discipline, the same one behind [answer engine optimization (AEO)](https://www.winstondigitalmarketing.com/playbooks/answer-engine-optimization/).

## Already paying an SEO agency, or running SEO in-house?

Most of the New York brands that ask us about GEO already have search covered. An agency handles rankings, or a small in-house team owns the site. Then someone asks ChatGPT or Perplexity for the best option in the category, and the brand is not in the answer. That gap is usually not a ranking problem. Rankings feed AI answers, but the engines also weigh third-party mentions, entity clarity, and whether a page hands them a clean passage to quote. Most SEO retainers were not scoped to cover those.

So we plug in next to whoever you already have. With your agency or in-house team we:

- Build a tracked prompt set from the questions your buyers actually ask (the method is in how to research prompts for GEO: https://www.winstondigitalmarketing.com/playbooks/keyword-and-prompt-research-for-geo/), and report citation share per engine so both teams work from one number.
- Find where AI answers cite a competitor instead of you, and whether the fix lives on your site, on third-party sources, or in your entity data.
- Hand your SEO agency or content team the specific page, schema and chunking changes, or make them ourselves if you would rather.
- Leave rankings, link work and technical SEO with the people who own them today. We coordinate so nobody does the same work twice.

You get a senior search strategist plus an AI agent workforce doing the tracking and build work. It works as a force multiplier for the team you already pay for.

[Book a 20-minute call](https://www.winstondigitalmarketing.com/contact/#book-a-call)

## LLM tracking packages.

We are partnered with three leading LLM tracking providers to deliver per-engine citation monitoring. Partner platforms are scoped separately and passed through at cost. Scope up for deeper analysis and full GEO execution.

- **LLMsRefs.** Best value. Tracks which domains and pages are cited by LLMs. Strong for off-site and citation strategy development. Best for brands focused on being referenced.
- **Profound.** Industry leader. Tracks brand presence, sentiment, and competitors inside AI responses. Best for brands prioritizing reputation and positioning in AI answers.
- **Lightweight tracking.** Simple setup, fast time-to-value. Tracks brand mentions across AI-generated answers for defined prompts. Best for teams new to prompt tracking or running pilots.

The entry tier is $750/month: a couple hundred prompts in our GEO Tracker plus a few hours of consulting. GEO retainers include tracking. Scoped up for brands that want reports, competitor deltas, or full execution.

## Frequently asked questions.

**What is Generative Engine Optimization (GEO)?**
GEO is the practice of structuring your content, schema, and entity graph so AI engines like ChatGPT, Perplexity, Claude, and Google AI Overviews cite your brand when users ask questions in your category. It extends classical SEO with chunked architecture, FAQ and HowTo schema, and citation-hook authoring patterns that AI engines prefer.

**How is GEO different from SEO?**
SEO optimizes for ranking links in Google's results. GEO optimizes for being quoted inside generated answers. The overlap is real but partial: GEO weights content chunking, schema coverage, entity clarity, and direct-answer formatting far more heavily. A page can rank in classical Google and still be invisible in ChatGPT. And vice versa. You need both disciplines now.

**How is GEO measured?**
GEO is measured by citation share: how often AI engines quote or reference your brand across a defined prompt set, tracked per engine over time. We generate hundreds of tracking prompts, verify them weekly across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, and report week-over-week deltas against competitors. Classic rankings and traffic still matter as inputs, but the headline metric is whether you are the cited source. See [GEO measurement has to evolve](https://www.winstondigitalmarketing.com/playbooks/geo-measurement-has-to-evolve/).

**How much does GEO cost?**
The entry tier is $750 per month: a couple hundred prompts in our GEO Tracker, at 75 cents per prompt, plus a few hours of consulting time. GEO retainers run from $1,800 per month for tracking plus a strategist (weekly visibility reports and a quarterly recommendation deck) to $3,000 per month for strategy plus optimization (monthly GEO content production, schema work, and chunking optimization on existing pages). Work beyond $3,000 a month becomes a multi-service engagement. Tracking partners are passed through at cost.

**Which AI engines do you optimize for?**
ChatGPT, Perplexity, Claude, Google AI Overviews, Gemini, and the smaller engines that matter in specific verticals (You.com, Brave Search, Kagi). We monitor citations across all of them and prioritize based on where your buyers actually ask questions.

**How long does it take to see results?**
Early citation signal shows up in 30 to 90 days on well-scoped queries. Compounding visibility, where you are the consistent default citation in your category, takes around six months of disciplined content and schema work. Anyone promising faster is either lying or working in a very thin category.

**Do I need to rebuild my site?**
No. GEO works on your existing CMS. We refactor content into citable chunks, layer on schema, and tune entity signals. All without a replatform. If your site is fundamentally broken we will tell you, but that is rare.

**Do you track our brand across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews?**
Yes. We generate hundreds of tracking prompts per brand with the `geo-prompt-research` Skill, verify them across all major engines on a weekly schedule, and produce delta reports via `geo-competitor-analysis`. Productized as our LLM tracking package starting at $750/month. Scopes up for competitor analysis or full execution.

**What is citation share in AI search?**
Citation share is the percentage of AI answers, for a defined set of prompts, that cite or name your brand as a source. If you track 50 buyer questions across ChatGPT, Gemini, Perplexity, and Google AI Overviews, and your domain is cited in 8 of those answers, your citation share is 16 percent. It is the AI-search equivalent of share of voice, and it is the single number we use to measure whether GEO is working, because rankings matter less when the answer is assembled in place.

**How do I show up in AI Overviews?**
Google assembles an AI Overview from pages it can parse, trust, and lift a clean answer from. To earn a spot: answer the exact question in the first 40 to 60 words of a section (the liftable chunk), back it with connected schema so Google can verify the entity, keep the page server-rendered so the answer is visible without JavaScript, and make sure a visible FAQ matches your FAQPage markup. You do not bid for the placement. You make your page the easiest correct source to quote.

**What is the best way to track ChatGPT citations?**
Pick the set of prompts your buyers actually type, then query the engines on a fixed schedule and record whether your domain is cited and which competitors are. The mechanics matter more than the tool: a stable prompt set, weekly cadence, and a delta report so you can see movement. We run this with a tracking pipeline across all major engines and publish our own numbers, but the same method works with any tracker that lets you fix a prompt list and pull source URLs.

**How do I choose a GEO agency?**
Ask three things. First, how do they measure success: a real GEO agency reports citation share against a named prompt set, not vague "AI visibility". Second, do they show their own work: if they cannot get their own site cited by ChatGPT, be skeptical. Third, do they touch the foundation: anyone selling "AI SEO" without mentioning schema, server rendering, and your existing content structure is selling a layer while skipping the base. We publish our full method and our own citation numbers so you can check all three before you talk to us. The full breakdown is in our guide on [how to choose a GEO agency](https://www.winstondigitalmarketing.com/playbooks/how-to-choose-a-geo-agency/).

**Is Winston a GEO agency in New York?**
Yes. Winston Digital Marketing is based in New York and runs generative engine optimization for companies in the five boroughs, on Long Island, and remotely. Pricing is published: tracking plus consulting starts at $750 a month, GEO Strategy is $1,800 a month, and GEO Strategy plus Optimization is $3,000 a month. If you are comparing New York GEO agencies, ask each one to show citation share against a named prompt set, including for its own site.

**Can you work alongside our current SEO agency or in-house team?**
Yes, and that is the most common setup. Your agency or team keeps rankings, technical SEO and link work. We own the AI-answer side: the tracked prompt set, citation share reporting, and the content, schema and entity changes that get you quoted. Findings come in a form your team can act on, and we flag anything that overlaps with their roadmap before anyone ships it.

**How do you balance traditional search rankings with GEO?**
Rankings are an input to GEO. AI engines lean on pages that already rank and are easy to parse, so you never have to trade one for the other. The changes that earn citations, like answer-first sections, FAQ schema that matches the visible copy, clean entity data and server-rendered content, rarely hurt rankings. We check each recommendation against both before it ships and report rankings and citation share side by side.

## Related playbook

[The complete GEO audit methodology](/playbooks/the-complete-geo-audit-methodology/). Read the complete methodology.

## Start with a free GEO audit.

Drop in your URL. The audit tool scores your site from 0 to 16 across eight signals that search and AI engines read, in about 30 seconds, and emails a written report within 48 hours if you leave an address. Citation share against your buyers' actual prompts needs a tracked prompt set, so we scope that on a 30-minute call.

- Start My GEO Audit
- Or book a 30-min call