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French Press Labs

GEO / AI Search

AI search visibility starts with clear business facts.

ChatGPT, Perplexity, Claude, Gemini, and Google AI features need crawlable pages, consistent entity data, structured content, and proof they can understand. We build that foundation for service businesses - without promising placement we cannot control.

From$2,500 / mo(562) 407-3800
Generative Engine Optimization

> GEO / AI Search / Labs

Make your business easy for AI answer systems to understand and cite.

Operator take

GEO is entity clarity, not a growth hack

AI answer systems summarize a business from what they can crawl and verify. The work is unglamorous: consistent facts, structured data, clean pages, real proof, and third-party mentions. That is what makes a business easy to retrieve and cite - and it is the same work that strengthens classic SEO.

Capabilities

The actual scope of work.

Not a services bingo card. This is what ships.

Entity optimization

01

Consistent business facts across the site, Google Business Profile, social profiles, directories, and approved third-party profiles.

Structured answers

02

FAQ blocks, comparison tables, pricing pages - written for LLM retrieval.

Brand mentions

03

Third-party mentions on credible, crawlable sites.

Schema depth

04

Organization, Service, FAQPage, WebPage, Breadcrumb, and Article schema where appropriate.

Prompt mapping

05

Track what buyers actually ask AI about your category. Optimize for it.

Citation tracking

06

Monitor ChatGPT/Perplexity/Gemini mentions weekly. Course-correct.

The build rhythm

Phases with clear exits.

You know what shipped, what changed, and what still needs work.

STEP 01

Audit

We check how the business currently reads to search engines and AI tools - what is crawlable, what facts are inconsistent, what proof is missing, and how it gets described.

STEP 02

Plan

A prioritized list: entity facts, structured data, content gaps, internal links, and a company-facts reference page - ordered by what helps both classic and AI search.

STEP 03

Implement

Schema markup, consistent business facts, structured content, internal linking, and crawlable answers to real buyer questions - shipped and validated.

STEP 04

Check + maintain

Periodically check how AI tools describe and cite the business, and correct wrong facts on the site. No placement promises - just accurate, current foundations.

What you get

What should be visible after the work ships.

Measurable, shippable, and yours to keep.

01

Structured data + clean entity facts across the site

02

Crawlable answers to the questions buyers actually ask

03

Consistent business facts engines and AI tools can trust

04

A company-facts reference page for accurate AI summaries

05

Periodic check of how AI tools describe the business

06

No guaranteed placement - foundations, not promises

Deliverables

What lands in your accounts.

  • GEO audit + entity map
  • Prompt research (50–200 buyer prompts)
  • Citation monitoring dashboard
  • Content restructured for LLM retrieval
  • Authority signal building
  • Monthly citation report

FAQ

Generative Engine Optimization - the questions we get.

01Is GEO different from SEO?+

They overlap heavily. Good SEO fundamentals - crawlable pages, structured data, consistent facts - are most of what helps AI answer systems too. GEO is the extra work of making your business easy to understand and cite as an entity.

02Do you guarantee placement in ChatGPT, Claude, Perplexity, Gemini, or Google AI Overviews?+

No. No credible agency can guarantee that. We build the foundations that make a business easier to understand, retrieve, and cite: crawlable pages, consistent facts, structured content, proof, and third-party authority.

03What should a service business fix first?+

The basics every system reads: clear service and location pages, consistent name/address/phone, structured data, a clean Google Business Profile, useful FAQs, and real proof. Those help classic search and AI answers at the same time.

04Does Google need a special file like llms.txt?+

No. Google has said its Search and generative AI features do not require llms.txt. The priority stays crawlable HTML, structured content, technical SEO, and useful pages. We treat llms.txt as optional supplemental documentation, not the strategy.

Book a review

Let's review your GEO / AI Search setup.

Send the context. We reply within one business day with an honest read on fit. If it is not a fit, we say so.

Direct line

(562) 407-3800

What happens next

  1. 01We review your GEO / AI Search setup and intake path
  2. 02If it is a fit, we scope the smallest useful system
  3. 03You hear back within one business day
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