Make your business visible where AI looks first.

The obtAInium AI Visibility Framework™

Our Six-Step Methodology

How We Engineer Brand Citations in LLM-Generated Search Results

Getting cited by AI isn't luck—it's architecture. The obtAInium AI Visibility Framework is a six-step methodology we use to systematically build the technical, content, and authority signals that large language models rely on when generating answers.

Each step maps to a specific citation mechanism: the reasons why an AI model chooses to mention one brand over another.

1

Crawler Audit & Access

We begin by auditing your site for AI crawler accessibility. We check robots.txt, server-side rendering, page load performance, and crawl logs to confirm that GPTBot, ClaudeBot, PerplexityBot, and Google's AI crawler can fully access your content. Blocked or JavaScript-only pages are invisible to most AI indexing pipelines.

Deliverable

Crawler accessibility report + technical remediation plan.

2

Entity Mapping

We define and document your brand as an entity: your official name, category, service offerings, geographic coverage, founding date, and key personnel. We then audit your presence across the 15+ signals LLMs use to verify entity legitimacy—Google Business Profile, schema.org markup, industry directories, Wikipedia/Wikidata, and major citation databases.

Deliverable

Entity consistency audit + remediation checklist.

3

Schema Implementation

We implement structured data (JSON-LD) across your website using Organization, LocalBusiness, Service, FAQPage, and BreadcrumbList schema types. Schema markup is the clearest signal you can send to an AI model about what your business is, where it operates, and what questions it can answer.

Deliverable

Full schema implementation across core pages.

4

Question-Answer Content Architecture

We identify the exact prompts your target customers are asking AI tools—using a combination of search data, LLM testing, and competitive analysis—and build pages that answer those questions directly. This includes FAQ pages, service explainers, comparison content, and how-to guides.

Deliverable

Content brief + copy for 10–20 priority Q&A pages.

5

Authority & Citation Building

We earn your brand mentions on authoritative third-party sources: industry publications, digital PR placements, podcast appearances, and high-quality directory listings. AI models learn from data that includes third-party validation—the more credible sites reference your brand, the more likely it is to appear in AI-generated answers.

Deliverable

Monthly earned media and citation report.

6

AI Visibility Monitoring

We track your brand's citation rate across major AI platforms using tools including Otterly.AI, Brand24, and Brandwatch. We test target prompts weekly, measure share-of-voice against competitors, and adjust the strategy based on what's being cited and what isn't.

Deliverable

Monthly AI visibility dashboard + prompt citation tracker.

Ready to implement the framework?

Book a strategy call with our team to see how the AI Visibility Framework can transform your brand's presence in AI-generated search results.

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