Solved problems. Proven solutions.

Use sameAs only for profiles or identifiers that genuinely represent the same entity, such as the organization’s official social accounts or authoritative profile pages. Verify ownership and target URLs, then separate organization identifiers from individual staff profiles. Avoid stuffing unrelated citations, partners, competitors, or service pages into sam…

Require source-backed fields for ratings, review counts, awards, certifications, prices, availability, addresses, and named professionals. Never synthesize testimonials or aggregate ratings from invented examples. Keep structured fields synchronized with visible page data and authoritative source records, with validation and approval before publishing. Reje…

First confirm the page is crawlable, indexable, and canonical, with markup present in the rendered document. Next distinguish Schema.org validity from eligibility for specific Google search features; each feature has its own supported types and required properties. Verify that markup matches visible content, is not stale or contradictory, and describes the…

Use one consistent business entity identifier and describe the offered service on the relevant page with an appropriate Service object where useful. Connect the provider to the real business, and represent service area or available channel only when accurate and supported. Avoid stuffing keyword variants into serviceType or creating imaginary branches. Conf…

Use Person for an actual individual and Organization for the business, with distinct stable identifiers. Show the person’s real role, qualifications where relevant, and authored or reviewed content accurately. Link relationships such as worksFor or author where supported and appropriate. Do not mark all staff as founders or claim unverifiable credentials. I…

No. Valid JSON-LD only means the syntax and schema structure may be recognized. Google’s eligibility for FAQ rich results is restricted and can change, while ChatGPT and Gemini have independent retrieval and answer behaviors. Keep FAQ content visible, accurate, and useful; add markup only when it faithfully represents that content and complies with current…

Represent the actual business entity accurately, using the most appropriate Organization or LocalBusiness subtype when applicable. Describe genuine served areas with supported geographic properties, but do not fabricate branch locations, street addresses, or geo-coordinates for towns without offices. Put services and coverage visibly on the page so structur…

Choose stable @id identifiers for the primary organization and each genuine location. Reuse them across relevant pages rather than creating a new business entity for every blog article. Link locations to their parent organization where the schema vocabulary supports it and keep visible names, addresses, phones, and service facts aligned. Include only proper…

Use one product/inventory source of truth and generate each channel from that shared data. The visible product page, Product/Offer structured data, merchant feed, checkout state, and any API used by ads should derive price, currency, availability, identifiers, and variant relationships from the same current record whenever possible. Define update latency by…