Lulo Growth Guide
AI Search Visibility: A Practical Guide
AI systems assemble answers from learned patterns, retrieved sources, product data, local information, reviews, and other evidence depending on the experience. No single markup or prompt trick guarantees a citation.
The practical approach
Make the business and experts unambiguous. Publish direct, accurate answers backed by first-party evidence and qualified review. Earn independent mentions. Keep important content crawlable. Structure pages clearly. Monitor a stable prompt set and compare mention, citation, source, sentiment, and competitor visibility over time.
What to measure
Use a layered scorecard: technical eligibility, visibility, prominence, engagement, conversion, qualification, and business outcome. Document the data source and limitations for every conclusion.
What to avoid
Avoid fabricated case studies, bulk low-value content, unsupported claims, schema for invisible content, fake reviews, doorway location pages, and reporting that confuses correlation with causation.
Next step
Use the free growth audit to identify which layer is currently limiting your website.