The evidence-backed guide to local visibility.

Relevance, distance, and prominence.

Google says local results are mainly based on relevance, distance, and prominence. It does not publish a formula or let businesses pay for a better organic local ranking. That makes readiness auditable, but outcomes cannot be promised.

Start with eligibility and owner control.

Use one eligible profile for each real eligible business or location. The business owner should retain ownership and grant a provider manager access. Virtual offices, fabricated locations, duplicate city profiles, and keyword additions to the real-world business name create material policy risk.

Verify the facts customers actually use

• Real-world business name and the most specific accurate primary category.
• Address or service area that matches how the business truly serves customers.
• Regular and special hours that reflect genuine availability.
• Phone, website, services, products, photos, and social links where applicable.
• A website destination that represents the same business and customer intent.

Completeness is a factual quality goal, not permission to stuff fields with cities or keywords. Use designated fields for services and service areas. Keep descriptions natural and useful.

The website should confirm the profile, not contradict it.

The linked page should clearly state who the business serves, what it provides, where it operates, and how a customer can take the next step. Important facts should be visible in text, available through crawlable internal links, and consistent across the site and profile.

Release checks

• HTTPS, indexability, canonical URL, sitemap inclusion, and useful internal links.
• Readable mobile content, visible focus, usable forms, and a clear contact path.
• Original first-hand proof, clear authorship, source links, and maintained facts.
• LocalBusiness or Organization structured data only when it matches visible content.
• Rich Results Test and deployed-page inspection before claiming technical readiness.

Valid structured data can help machines understand a page. It does not guarantee a rich result, ranking, or AI citation. A business should not copy its own Google rating into self-serving review schema.

Ask for genuine reviews neutrally.

A safe request asks real customers to describe their genuine experience. It does not offer a discount or gift, screen out unhappy customers, request a rating, prescribe wording, or create pressure. Use the same neutral process for every eligible customer.

Replies should be short, specific, professional, and privacy-safe. Move complicated disputes to a private channel without disclosing customer, health, account, transaction, or legal details in public.

AI search starts with ordinary search eligibility.

Google says its AI search features rely on the same foundational search systems. Useful, crawlable, well-supported content and accurate entity facts remain the durable path. No special AI schema or llms.txt file is required for Google Search.

OpenAI documents OAI-SearchBot for ChatGPT search and GPTBot for potential model training. Their controls are separate. Crawler access is a technical and privacy choice. It does not guarantee inclusion, citation, traffic, or any business outcome.

What readiness looks like

• Important pages are public, indexable, useful, and understandable without scripts.
• Customer questions are answered clearly with relevant context and first-hand proof.
• Business identity, authorship, sources, and update ownership are explicit.
• Crawler choices are documented separately for search, training, and ordinary search.
• Any AI mention observation records platform, prompt, locale, date, and limitations.

Measure qualified outcomes, not folklore.

Preserve a dated baseline before changing the profile, linked page, schema, content, or review workflow. Define one primary changed variable, a fixed observation window, a success rule, and a stop rule. Search Console queries and profile actions are observations, not automatic proof of causality.

1. Eligibility and policy safety
2. Crawl and index coverage
3. Accurate profile and website facts
4. Query and page visibility observations
5. Qualified website sessions, calls, and bookings
6. Revenue outcomes only where attribution is authorized and honest
7. Complaints, corrections, suspensions, and trust cost