LLM Optimization Company

We clarify your business goals, priority offerings, and current concerns. We then confirm what can be assessed from public information and what additional access would improve the review.

We can begin with public website information. Read-only search and analytics access, and relevant crawl logs where available, help deepen the audit. Editing access is needed only for approved implementation.

The agreed scope defines the baseline, findings, recommended actions, and limitations. Each recommendation should explain the evidence, affected page or campaign, and how a change will be checked.

Implementation scope depends on the website or app, channels, markets, data access, and work required. We recommend the scope after the initial assessment rather than quoting an unrelated package.

Audit and implementation timing depend on access and scope. Search crawling, campaign learning, and buyer decisions take different amounts of time. We agree review points and do not promise a fixed growth outcome.

No. Each platform controls its answers. Responses can vary with the prompt, model, search mode, location, and date. We report sampled observations and limitations, not guaranteed placements.

No. This service focuses on discoverability and useful, accurate web information that AI search may reference. It does not train or modify the foundation models.

We separate brand mentions from citations linking to your domain, state the valid-response denominator, and record failed checks and testing conditions. Referral sessions and conversions are reported separately when available. API tests are not presented as identical to consumer-app results.

Not necessarily. Improving an existing service or product page may be more useful than creating another page with the same intent. New content should answer a genuine, relevant information gap.