B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
12%
12% -- citation false positive rate for Geoptie (2026-06)
Geoptie had a 12% false positive rate in citation matching during testing.
- Based on testing across 50 B2B buyer-intent queries across multiple AI engines
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
12%
Unit
Percentage
Data Vintage
2026-06
Entity
Sample Size
50
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
AnswerManiac
Primary
Tier B
https://www.answermaniac.ai/blog/best-generative-engine-optimization-tools-2026 ↗
Source Article
Best Generative Engine Optimization T...
Original Research
AnswerManiac
· Original study ↗
Methodology
Vendor test of 12 GEO tools against manually verified citations
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Geoptie: 12% citation false positive rate. Source: AnswerManiac (2026-06). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geoptie-false-positive-rate-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/geoptie-false-positive-rate-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- citation false positive rate for Geoptie<br><small>Source: AnswerManiac (2026-06) · <a href="https://lighthousedata.io/data/geoptie-false-positive-rate-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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