B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
12%
12% -- ai search visibility ranking weight for Google Business Profile signals (2026)
Google Business Profile (GBP) signals account for an estimated 12% ranking weight for AI search visibility according to Whitespark's 2026 survey.
- Expert practitioner estimates rather than measured ranking weights
- AI search platforms differ in their access to GBP signals
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
12%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
47
Geography
UK
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Whitespark
Primary
Tier A
https://seohandbook.co.uk/resources/local-seo-guide/ ↗
Source Article
Local SEO Guide | The SEO Handbook
Local SEO Guide
Last updated
Local SEO is the set of practices that help a business appear in location-based search results: the local pack, Google Maps, and AI Overview answers for near-me and service-area queries. The ranking factors differ from organic search, with GBP signals, review signals, an…
Original Research
Whitespark
· Original study ↗
Methodology
Whitespark 2026 survey; author notes AI search scoring is ambiguous across platforms
Methodology documented
Segmentation
IndustryRetail
RegionUK
RoleSEO Specialist
Channelsearch
Cite this stat
Plain Text
Google Business Profile signals: 12% ai search visibility ranking weight. Source: Whitespark (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/gbp-ai-search-weight-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/gbp-ai-search-weight-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- ai search visibility ranking weight for Google Business Profile signals<br><small>Source: Whitespark (2026) · <a href="https://lighthousedata.io/data/gbp-ai-search-weight-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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