{"id":16,"slug":"whitespark-2026-ai-visibility-formal-category","title":"Whitespark 2026: AI Search Visibility added as a formal local ranking category for the first time","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team"],"topics":["schema-org","ai-citation","local-seo"],"reference_body":"**Claim:** Whitespark's 2026 Local Search Ranking Factors report (published late 2025 / early 2026, surveyed 47 local SEO experts) added **\"AI Search Visibility\"** as a formal ranking category for the **first time**. Structured data, consistent citations, and curated list mentions are named as direct AI-visibility inputs. *\"Dedicated page for each service\"* ranks #1 in Local Organic and **#2 in AI Visibility** factors.\n\n**Quote (Reputation.com summary):** *\"Structured content — clear GBP fields, accurate website copy, and schema markup — gives AI systems the context needed to generate accurate answers.\"*\n\n**Source:** Whitespark, 2026 Local Search Ranking Factors — <https://whitespark.ca/local-search-ranking-factors/>; secondary coverage at Reputation.com and Stallion Cognitive.\n\n**Confidence:** Verified for the category addition; weights (proximity ~55%, GBP ~32%, reviews 16-20%) are practitioner-estimated industry-consensus, not measured experimentally.\n\n**Implication for KW SMB clients:** A two-location physiotherapy clinic with `LocalBusiness` schema + one page per service + a structured FAQ library will outperform a single-page prose site at AI citation, even at equal word count. Schema is now formally a local-ranking factor, not just an SEO nice-to-have.","rationale_body":null,"metadata":null,"links":{"outgoing":[],"incoming":[{"slug":"rule-schema-as-hygiene-not-growth-lever","title":"RULE: Always ship schema as hygiene. Never expect it alone to move AI citations.","kind":"rule","scope":"business","link_type":"depends-on"},{"slug":"research-brief-structured-content-as-competitive-advantage","title":"Research brief: Structured content as a competitive advantage (piece 2 of 15)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-brief-marketing-sites-that-do-something","title":"Research brief: What makes a marketing site do something (piece on brochure vs platform)","kind":"reference","scope":"business","link_type":"relates-to"}]},"created_at":"2026-05-22T18:57:39.536Z","updated_at":"2026-05-22T18:57:39.536Z"}