AI doesn't just answer questions; it synthesizes authority. Without engineered data, you're not just losing rank. You're being erased. GEOCITATION.io: The API for Generative Engine Optimization. Get started with the API → arrow_forward
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GEO / AEOSemantic engineering for answer engines

The web's semantic data, unlocked.

Stop monitoring your AI citations. Start engineering them. GEOCITATION.io is the API that reverse-engineers why ChatGPT, Perplexity, and Gemini cite your competitors. Get structured, production-ready vector distances, entity graphs, and citation probabilities.

Our API provides two powerful data streams: Market Intelligence Audits to map your competitive landscape, and Gap Analysis Audits to pinpoint your content's exact semantic deficiencies. Built for your n8n workflows, Claude Code agents, and custom marketing pipelines.

Get started with the API arrow_forwardbolt Talk to a data expert
GET /v1/audits/a3f9c2
V1-LIVE
One API infrastructure — total citability control
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Vector Mapping
Our API models the semantic space of your market, delivering competitive clusters and informational gaps.
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Citability Diagnostic
Get the exact probability of each asset being selected as a source by an LLM, powered by our predictive API.
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Quantified E-E-A-T Audit
Access deterministic composite scores for Experience, Expertise, Authoritativeness, and Trustworthiness via API.
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Semantic Gap Analysis
Identify lexical and ontological gaps that prevent your content from fully covering a topic, delivered as structured data.
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Engineering Plan
Receive precise technical directives as machine-readable data to reconfigure your assets and lock in your authority.

Built for the enterprise.
Without the black box.

GEOCITATION.io is a transparent data infrastructure. Our API delivers the raw intelligence you need to feed your own systems. Integrate our powerful insights directly into your BI, CMS, and data warehouse flows, ensuring full control over your strategic data.

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Seamless API Integration

Connect our structured data outputs directly into your BI, CMS, n8n, and Claude Code workflows.

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Absolute Data Sovereignty

Your strategic data is processed and delivered securely. Full GDPR & CCPA compliance by design.

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Scalable & Reliable

Our robust infrastructure handles petabyte-scale data, guaranteeing uptime and performance for your critical operations.

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Flexible Consumption

Subscribe to API calls, not opaque SaaS. Pay for the data you need, integrate it how you want.

Powering Algorithmic Authority for Leading Agencies & Enterprises.
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From SEO to GEO: The Paradigm Shift

Traditional SEO is no longer enough.
It's the foundation, not the final play.

Welcome to Generative Engine Optimization (GEO).

While legacy SEO is a reactive game of chance, GEO is proactive engineering. Our API delivers deterministic Semantic Blueprints, ensuring predictable dominance through deep Knowledge Graph integration—precisely where outdated methods systematically fail.

Data Pipeline · API-Driven · Actionable Output

From raw signal
to AI citation.

Traditional SEO adjusts isolated variables. Semantic Engineering reconfigures the entire system. Our API-driven pipeline transforms competitive noise into structured data assets, engineered for AI citations and algorithmic authority.

Take control arrow_forward
travel_explorePhase 01

Market Landscape Mapping

Get a comprehensive, API-ready map of your competitive SERP and AI answer space.

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Fact-Grounded Insights

Transform raw text into coherent, fact-checked insights, ensuring maximum relevance for LLMs.

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Semantic Position Analysis

Pinpoint your exact semantic position relative to competitors and identify untapped authority niches.

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Strategic Lexicon Extraction

Distinguish market consensus from high-impact arbitrage terms for semantic differentiation.

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Knowledge Graph Alignment

Enrich your content with classified, linked entities for maximum factual density and KG integration.

GET /v1/audits/a3f9c2
V1-LIVE
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Predictive Citability Score

Get a precise probability score for your content to be cited by any LLM, based on semantic and structural signals.

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Structural Integrity Audit

Quantify your content's machine readability and structural integrity for flawless AI interpretation.

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Deterministic E-E-A-T Metrics

Convert abstract trust signals into measurable, competitive E-E-A-T scores for strategic benchmarking.

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Executable Engineering Blueprints

Receive prioritized, machine-ready directives to build and maintain durable algorithmic authority.

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Own Your LLM Citation Share.

Build a permanent brand legacy within AI answers.

While competitors chase rankings, our API delivers the Citation Probability data to consolidate your authority at the source. Become the canonical answer for every query.

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Structure Your Presence on the Knowledge Graph.

Move beyond mere web-page status — become a central entity.

Traditional SEO targets documents. Our API structures your digital estate for direct Knowledge Graph integration, establishing you as a canonical source for all engines.

Our Core Principles

From statistical approximation
to mathematical certainty.

01

Deep Vector Alignment

We don't count keywords. Our API calculates semantic distance to search intent for fundamental algorithmic alignment.

02

Knowledge Graph Density

Our API measures and optimizes your content's connection to recognized entities for verifiable factual authority.

03

Deterministic Citability Score

Our API predicts your content's LLM citation probability based on 50+ structural, semantic, and authority signals.

API FAQ

Your Engineering Questions. Answered.

What is GEO (Generative Engine Optimization)?add
GEO is not an evolution of SEO. It is an engineering discipline aimed at structuring information so that it is chosen as the canonical source by AI answer engines. The goal is not ranking, but citation.
How is this different from legacy tools like SurferSEO or Clearscope?add
Those tools operate on surface-level analysis (TF-IDF, correlations) to optimize a single page. Our API delivers systemic analysis data across an entire market. We don't compare words, we model vector spaces.
How does GEOCITATION.io compare to Screaming Frog?add
Screaming Frog is the industry standard for technical SEO audits. GEOCITATION.io is the AEO/GEO audit standard: we provide comprehensive competitive intelligence and semantic gap analysis for LLMs, delivered via API.
What ROI should I expect from such an API infrastructure?add
ROI is not measured in traffic growth, but in building a "Data Moat": a structural and defensible competitive advantage. It's about becoming the source of truth for your market — an asset whose value appreciates as LLM adoption grows.
Why an API-first approach for advanced users?add
Our infrastructure is a compute-intensive resource. An API-first model ensures direct integration into your advanced workflows, bypassing traditional UI limitations for maximum performance and scalability.
One API. Total Algorithmic Control.

The Unified API for Algorithmic Sovereignty.

A single API to orchestrate your dominance across all algorithmic vectors.

Our competitors offer fragmented tools for a bygone era. We provide a single, integrated API for total control — from Knowledge Graph integration to irrefutable authority within LLMs.

Take control of the algorithms
that govern your market.

Stop reacting. Start architecting. Deploy the infrastructure that turns your expertise into algorithmic authority.

Get started with the API arrow_forwardplay_circle Talk to a data expert
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Semantic engineering for systemic citability. The transparent analysis infrastructure that turns your expertise into algorithmic authority across AI answer engines.

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