B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
46.7%
46.7% -- ai answer consistency rate for AI search engines (local business shortlists) (2026)
Asking an AI search engine the same local business query twice returned matching shortlisted results 46.7% of the time across 269 repeat pairs.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
46.7%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
269
Geography
Global
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Pluspoint
Primary
Tier B
https://www.pluspoint.io/blog/survive-or-sink-navigating-your-business-through-googles-ai-seo-storm ↗
Source Article
Survive or Sink: Navigating Google's AI SEO Storm
Survive or Sink: Navigating Your Business Through Google's AI SEO Storm
As we navigate our world, brimming with questions and doubts, Google's application of Artificial Intelligence (AI) is tirelessly rewriting the rules of Search Engine Optimisation (SEO). Google's AI, in its relentless pursuit of …
Original Research
Pluspoint
· Original study ↗
Methodology
Repeat-pair testing of AI search engine answers; 269 repeat pairs measured
Methodology documented
Segmentation
IndustrySaaS
RegionGlobal
RoleAll marketers
Channelsearch
Cite this stat
Plain Text
AI search engines (local business shortlists): 46.7% ai answer consistency rate. Source: Pluspoint (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-search-answer-consistency-46-7
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<blockquote cite="https://lighthousedata.io/data/ai-search-answer-consistency-46-7" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>46.7%</strong> -- ai answer consistency rate for AI search engines (local business shortlists)<br><small>Source: Pluspoint (2026) · <a href="https://lighthousedata.io/data/ai-search-answer-consistency-46-7" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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