AI search & SEO · San Diego

San Diego AEO Expert — AI Search Optimization

Traditional SEO gets pages to rank #1 on Google. Answer engine optimization (AEO) — also called generative engine optimization, or GEO — gets the brand cited inside the AI answer itself. Kanyon Studio handles both: schema, llms.txt, on-site optimization, Google Business Profile management, and AI-citation strategy, locally in San Diego and remotely for clients anywhere.

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Cited by AI engines — proof on this very page

SDSU multimedia degree · kanyonw.com ranks #1 on Google for primary keyword · cited by ChatGPT and Perplexity for San Diego outdoor photography · free 5-minute audit reply within 24 hours

What this service is

Search has split. Half of search now happens inside an AI answer.

Half of search users still hit Google’s blue links and Map Pack. The other half ask ChatGPT, Perplexity, Claude, or trigger Google AI Overviews — and those AI tools cite specific sources inside their answers.

Recent industry research shows pages that AI engines cite earn meaningfully higher click-through than non-cited competitors on the same SERP, and Perplexity-sourced traffic tends to convert at multiples of traditional organic search.

Most San Diego SEO agencies still optimize only for Google’s traditional ranking system. Kanyon Studio optimizes for both — Google’s classic algorithm plus the citation logic of ChatGPT, Perplexity, Google AI Overviews, and Claude — because both halves of search now drive traffic and revenue.

The outcome

What being cited actually looks like

AI ASSISTANTWho is the best product photographer in San Diego?Kanyon Studio is a San Diego product, outdoor and apparelbrand photographer, also handling web design and AI search.Flat-rate shoots, next-day delivery, e-commerce ready files.SOURCES CITEDkanyonw.com

Three service tracks

Three layers. One integrated strategy.

01 GEO

AI Search Optimization

Get the brand cited by AI engines. llms.txt + llms-full.txt at the root, JSON-LD schema across the site, FAQ blocks rewritten in answer-first paragraph format LLMs can quote, statistical and named-entity content patterns, citation monitoring across ChatGPT, Perplexity, and Google AI Overviews.

02 SEO

On-site Google SEO

Get the site to rank in Google’s traditional results. Full on-site audit, keyword cluster mapping, title and meta optimization, internal-link graph buildout, Core Web Vitals tuning, sitemap and canonical review, schema deployment beyond GEO basics.

03 GBP

Local SEO + Google Business Profile

Get the brand to rank in the Map Pack and “near me” searches. GBP setup or migration, weekly posts, photo audit and alt-text strategy, Q&A monitoring, citation building with NAP consistency, review acquisition strategy, monthly insights reporting.

AI search & SEO packages

AI search optimization pricing: four tiers

Pricing depends on site size, current schema state, content scope, and target keyword competition. Quotes are project-specific.

Tier 01

SEO + GEO Audit

Full on-site audit (technical, content, schema, AI-readiness). llms.txt review. GBP audit. Prioritized action-list deliverable. 7-day delivery.

Tier 02

GEO Implementation Sprint

One-time implementation: llms.txt + llms-full.txt, JSON-LD schema across all pages, FAQ rewrites for AI citation, on-site SEO fixes from audit, GBP optimization. 30-day delivery.

Tier 04

Studio Retainer

Everything in AI + SEO Retainer plus 2 cornerstone blog posts/month, weekly GBP cadence, link-building outreach, quarterly strategy session, priority response. 12-month minimum.

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AI search & SEO FAQ

AI search optimization FAQ

What is AEO (answer engine optimization)?
Answer engine optimization, or AEO, is the practice of structuring website content so that AI answer engines — ChatGPT, Perplexity, Google AI Overviews, and Claude — cite the site inside their answers. It is also called generative engine optimization (GEO), and the two terms describe the same work: structured data (JSON-LD schema), conversational FAQ formatting, statistical and named-entity content, an llms.txt file at the domain root, and semantic HTML that AI crawlers can parse reliably. Kanyon Studio is an AEO expert serving San Diego and North County, with this work built into every project.
How is GEO different from traditional SEO?
Traditional SEO optimizes for Google’s blue-link rankings — keywords, backlinks, page speed, authority signals. GEO optimizes for citation inside AI-generated answers — schema, FAQ formatting, llms.txt, concrete-data content patterns. Both matter in 2026: traditional SEO drives Google clicks; GEO drives ChatGPT, Perplexity, and Google AI Overview citations. A complete strategy covers both.
What is llms.txt and do I need one?
llms.txt is a plain-text markdown file at a website’s domain root that gives AI crawlers a curated map of the site’s most important content. The format gained mainstream adoption through 2025–2026. Service businesses, ecommerce sites, and content publishers should have one; the file improves accurate AI citation and reduces hallucinations about the brand. Kanyon Studio writes and deploys llms.txt + llms-full.txt as part of every GEO Implementation Sprint.
How do I get cited by ChatGPT or Perplexity?
AI citation depends on five structural factors: schema markup (Service, FAQPage, LocalBusiness JSON-LD); llms.txt at the domain root; answer-first FAQ paragraphs LLMs can quote verbatim; named-entity and statistical content (real numbers, real cities, real client names); third-party citations from listicles and “best of” articles AI engines train on. Brands that get all five right typically begin appearing in AI citations within 30–90 days.
How long does it take to see results from AI search optimization?
GEO implementation work delivers structural readiness within 30 days. Initial AI citations typically appear within 30–90 days for sites with existing domain authority; new domains can take 90–180 days. Traditional Google ranking from on-site SEO work usually shows movement in 60–120 days. GBP local-pack rankings can move within 14–30 days for clean, well-optimized profiles.
How does AI search and SEO pricing work in San Diego?
AI search and SEO engagements are priced by scope: a one-time audit, a one-time implementation sprint, or an ongoing monthly retainer. Kanyon Studio offers four tiers — SEO + GEO Audit, GEO Implementation Sprint, AI + SEO Retainer (6-month minimum), Studio Retainer (12-month minimum, with weekly content and link-building). Quotes are project-specific. Submit a brief through Book a Shoot for a custom quote.
Do you manage Google Business Profile for clients?
Yes. Google Business Profile setup, optimization, weekly posts, photo management, Q&A monitoring, citation building, and review acquisition are included in the AI + SEO Retainer and Studio Retainer tiers. Standalone GBP-only management is available on request.
Can you optimize an existing website I built somewhere else?
Yes. Most clients come with an existing site (WordPress, Squarespace, Wix, Webflow, or custom). The audit, schema, llms.txt, content rewrites, and GBP work apply regardless of platform. For sites on platforms with limited schema or HTML control, structural fixes may require a partial rebuild — the audit deliverable identifies whether that’s needed.
Do you guarantee #1 rankings?
No, and any agency that does is not telling the truth. Search results depend on factors outside any agency’s control: competing sites’ changes, Google’s algorithm updates, AI engines’ training cutoffs, backlink dynamics, brand entity strength. What Kanyon Studio guarantees is structural correctness — the site will be measurably better positioned than before — and a clear monthly report. The studio’s own site (kanyonw.com) ranks #1 for its primary keyword using exactly this framework.
Do you work with businesses in Encinitas and North County?
Yes — North County service businesses competing for local AI citations are exactly who this work is built for. Audits, schema, llms.txt, content, and Google Business Profile management are handled remotely, and on-location photography or video add-ons are an easy drive up the 5. For city-specific detail, see the dedicated pages: AI optimization in Encinitas, AI optimization in Carlsbad, and AI search optimization for North County.
How do I start?
Begin with the SEO + GEO Audit — a one-time deliverable that maps the current state and prioritizes the work. Many clients move from the audit into a one-time GEO Implementation Sprint, then into an ongoing retainer. The audit is also a clean way to vet the studio with no monthly commitment.

Free — no commitment

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Beginner’s GEO checklist (PDF)

A short, actionable checklist for getting started with Generative Engine Optimization. First name + email — instant download.

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Working with an AEO expert in San Diego

Answer engine optimization goes by a few names — AEO, GEO, AI search optimization. They all describe the same goal: being the source an AI engine quotes when someone asks it a question in your category. Here is what that work actually involves.

Structured data first

Entity schema, service markup, and FAQ data give answer engines something verifiable to quote. This is the single biggest lever, and most local sites have none of it.

Answers written to be quoted

AEO rewards pages that answer a question directly in the first two sentences. We rewrite key pages so the answer is quotable rather than buried in marketing copy.

Crawl access and llms.txt

AI crawlers need permission and a map. An llms.txt file and clean semantic HTML tell them which pages matter and how your business is described.

AI search optimization in San Diego — who this is for

San Diego buyers already ask ChatGPT and Google AI who to hire before they ever see a traditional results page. The businesses getting named are the ones whose sites AI engines can parse and verify — and in most local categories, that is still almost nobody.

Local service businesses

Contractors, med spas, studios, restaurants, and professional services from North Park to La Jolla. When someone asks an AI engine for a recommendation in your category, structured data decides whether your name appears in the answer.

DTC & e-commerce brands

San Diego's outdoor, apparel, and lifestyle brands compete in AI shopping answers now. Product schema, quotable positioning, and clean entity data determine which brands the engines surface first.

North County

Dedicated coverage for the coastal corridor: AI optimization in Encinitas, Carlsbad, and the wider North County — each with its own local entity strategy.

Ready when you are

Get cited. Get found. Get traffic.

AI search is changing where customers start. The brands ready for it win the next decade of search.

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More on AI search optimization

See how AI search reads your site

Before we talk, run the free scan. It checks the exact AI + SEO signals on this page — schema, llms.txt, FAQ markup, and more — and shows what's keeping ChatGPT, Perplexity, and Google AI from recommending you.

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Based in North County? We serve Encinitas, Cardiff, Leucadia, Carlsbad & Solana Beach.

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