AI Search Optimization

Position your brand as the definitive answer across ChatGPT, Perplexity, and Claude.

Traditional Google search is changing forever. We structure your digital entity, verified citations, and semantic architecture so AI answer engines recommend your business as the authoritative choice.

AI VisibilityTop RecommendationAcross Perplexity & ChatGPT

Schema Coverage100%JSON-LD entity graph

Delivery14 DaysAudit & schema in 72h

DefensibilityLong-TermProtected against AI drift

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Traditional SEO keywords don't work on generative AI answer engines.

Buyers no longer click 10 blue Google links—they ask ChatGPT, Claude, and Perplexity for direct recommendations. If your brand lacks structured semantic knowledge graphs, AI models simply don't know you exist.

Traditional Agency & Off-The-Shelf Way

×Stuffing keywords into blog posts that AI models ignore or summarize away.
×Losing high-value search traffic as Google shifts to AI Overviews.
×Zero presence when buyers ask ChatGPT for 'Best [Service] in [City]'.
×Vague agency promises of 'keyword rankings' with no commercial impact.

The Cossence Studio Way

✓Machine-readable entity relationships that AI models parse and quote as verified facts.
✓Optimized semantic content specifically formatted to be cited in Google AI summaries.
✓Structured third-party citations and entity validation that place your brand in AI recommendations.
✓Measurable presence in answer engine queries directly tied to high-intent buyer research.

Built for speed, accuracy, and effortless scale.

Every system is architected from clean fundamentals with zero unnecessary bloat and 100% intellectual property ownership.

Knowledge Graph

Semantic JSON-LD Knowledge Graph

Bespoke Schema.org structured data connecting your organization, founders, services, and credentials into an unmistakable entity graph.

Authoritative Sources

AI Citation & Source Optimization

Structuring your content to be cited as an authoritative primary source by Perplexity, Claude, and Google AI Overviews.

Entity Verification

Entity Disambiguation & Verification

Ensures AI models clearly distinguish your brand from competitors, linking your official registries, Wikipedia, and Wikidata.

Natural Prompts

Conversational Intent Mapping

Optimizing for how real humans prompt AI models during buying decisions, rather than outdated 2-word Google search queries.

Benchmark Audits

LLM Benchmark & Citation Audits

Rigorous benchmarking across GPT-4o, Claude 3.5 Sonnet, Gemini Pro, and Perplexity to measure brand citation share.

Complete IP

Complete Implementation Code

You receive full source code, JSON-LD schemas, and robots/llms.txt configuration files with 100% intellectual property ownership.

From architecture lock to production in 14 days.

No multi-month delays or agency bureaucracy. You receive your first testable working build within 72 hours of kickoff.

Sprint 01Days 1–3

AI Entity Audit & Baseline Benchmark

We test how current AI models perceive your brand across 50+ commercial prompts, identifying missing entity data within 72 hours.

Sprint 02Days 4–10

Schema Engineering & Citation Architecture

We build deep JSON-LD entity graphs, configure semantic content structures, and deploy llms.txt manifests on your domain.

Sprint 03Days 11–14

Validation & Re-Benchmarking

We validate structured data using Google Rich Results and Schema validators, verify AI crawler access, and deliver complete documentation.

Engineered for businesses where reliability matters.

Concrete commercial outcomes engineered across high-velocity industries.

B2B Software & SaaS Companies

Top 3 Recommendation

Ensures ChatGPT and Perplexity recommend your product when buyers ask 'What are the top software tools for [problem]?'

Specialized Medical & Health Clinics

Authoritative Entity

Positions your clinic as the trusted answer when patients query complex symptoms and treatment options locally.

High-Ticket Advisory & Consulting

Cited Thought Leader

Ensures AI models cite your proprietary frameworks and case studies as the definitive standard in your industry.

Direct-to-Consumer & Retail Brands

Higher Brand Preference

Captures comparison queries (e.g., 'Brand A vs Brand B') with clear, objective feature advantages quoted by AI.

Everything you receive on Handover Day.

Complete ownership from day one. You receive full code repositories, cloud configurations, and documentation with zero recurring software licenses.

✓Complete Schema.org JSON-LD structured knowledge graph tailored to your domain

✓Comprehensive AI Visibility Audit measuring citations across ChatGPT, Perplexity, and Claude

✓Semantic content optimization guide tailored for Google AI Overviews and answer engines

✓Machine-readable llms.txt and crawler directive configurations for AI search agents

✓Entity verification blueprint connecting official business registers and Wikidata

✓30 days of citation monitoring and structured data verification support

Frequently asked questions.

Transparent answers regarding our 14-day delivery sprints, code ownership, maintenance SLAs, and scoping.

Have a specific question?

Speak directly with the lead engineer assigned to your build.

Ask our engineers directly→

What is the difference between traditional SEO and AEO/GEO?

Traditional SEO focuses on ranking for short keywords on Google's 10 blue links. Generative Engine Optimization (GEO) focuses on structuring your business data so AI models (like ChatGPT and Perplexity) synthesize your brand as the direct, trusted recommendation.

How do AI models decide which businesses to recommend?

AI models rely on entity relationships, semantic clarity, authoritative citations across the web, and structured knowledge graphs. When your entity is clearly defined, models cite your business with high confidence.

Does optimizing for AI hurt our traditional Google search rankings?

Quite the opposite. Google's search algorithms reward the exact same high-quality structured data, clear semantic hierarchy, and authoritative entity signals that AI answer engines require.

What is llms.txt and do we need it?

llms.txt is an emerging standard (similar to robots.txt) that provides a curated, clean markdown summary of your website specifically for AI crawlers. We configure this on your domain to help AI models index your core capabilities accurately.

Who owns the structured schemas and optimizations?

You own 100% of all code, schemas, and configurations. We deliver clean, modular code directly to your website repository.

Schedule a 20-minute scoping review for Generative Engine Optimization (GEO & AEO).

Speak directly with our senior systems engineers. We analyze your live workflows, provide mutual NDA coverage, and return a fixed-price architectural delivery plan within 24 hours.

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