AI Search Optimization

AI Search Optimization is the work of making a company retrievable and citable in AI search: what the source says, how machines read it, and which surfaces can attribute it. NRLC evaluates access, entities, structured data, and citation conditions. Visibility is measured with a named engine, a frozen prompt set, and an observation window. An engagement does not guarantee citations, rankings, or traffic.

What NRLC does

NRLC looks at how AI systems currently describe your business, then changes the website and the machine-readable information those systems read. An engagement does not include every check below unless the site needs it.

See how named AI systems describe the business, where a competitor is named instead, and which trust signals are missing. That review is an AI visibility audit across ChatGPT, Google AI Overviews, Perplexity, and Claude, with a prioritized fix list.

Check whether important pages can be fetched, including the difference between the raw response and the rendered page.

Compare the visible page with the structured data, and flag facts that conflict, disappear, or are too vague to cite.

Correct the pages and the structured data so they describe the same business.

Measure mentions and citations only where a named engine, a fixed prompt list, and an observation window exist. The measurement method states what is not yet published.

The category is explained on AI SEO. A single URL can be inspected with INGEST. Structured data implementation is schema markup and structured data.

FAQ

Frequently asked questions

What is AI Search Optimization?

AI Search Optimization evaluates and changes the source systems AI search uses to retrieve and cite an organization. It does not guarantee citations, rankings, or traffic.

How do I get started?

Book a consultation at nrlc.ai/en-us/book/. We review retrieval, citation, and source-system integrity. No obligation; response within 24 hours.

Do you work with small businesses?

Yes. We work with SMBs, mid-market companies, and enterprises. Scope follows your retrieval and citation requirements.

How long until we see results?

NRLC does not publish a timeline. The consultation covers what can be inspected now and what would have to be measured before any change is reported.

Do you serve Santa Monica and LA?

Yes. Neural Command is headquartered in Santa Monica and serves Los Angeles, California, and nationwide (including UK).

Research & diagnostics: Read citation infrastructure research · View AI visibility diagnostics · Explore the GEO research hub

References

Sources

GPTBot Web Crawler Documentation — OpenAI
Perplexity Crawler Documentation — Perplexity
Structured Data and Rich Results — Google Search Central

AI Search Optimization

What NRLC does

Frequently asked questions

Sources

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