C
Evidence Grade C
Use with Hedging
Current
0.15x
0.15x — keyword competition for attribution modeling (2026-04-15)
Source:
View source
Curated by Aaron Agius
· Founder, Louder Online
Last verified:
·
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Source verified
Evidence graded
Value
0.15x
Unit
Ratio
Data Vintage
2026-04-15
Entity
Study Type
Unknown
Trend
Decreasing
Evidence Quality
C
Moderate quality evidence
Useful directional data with some methodological gaps. Treat as indicative rather than definitive — corroborate before citing in formal research.
Score breakdown
Extraction
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
95
Source
DataForSEO
Primary
Tier A
https://api.dataforseo.com/v3/dataforseo_labs/google/keyword_suggestions/live ↗
Original Research
DataForSEO Labs
· Original study ↗
Methodology
DataForSEO Labs /keyword_suggestions/live. Location 2826.
Study: Unknown
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2026-04-08 | 0.14x | |
| 2026-04-08 | 0.39x | +178.6% |
| 2026-04-08 | 0.24x | -38.5% |
| 2026-04-08 | 0.26x | +8.3% |
| 2026-04-15 (current) | 0.15x | -42.3% |
| 2026-04-15 (current) | 0.22x | +46.7% |
| 2026-04-15 (current) | 0.25x | +13.6% |
| 2026-04-15 (current) | 0.18x | -28.0% |
| 2026-05-06 | 0.22x | +22.2% |
| 2026-05-20 | 0.22x | 0% |
| 2026-05-27 | 0.36x | +63.6% |
| 2026-06-03 | 0.36x | 0% |
Cite this stat
Suggested hedging: According to limited, single-source data, based on claims without stated methodology, with unverified sample sizes...
Plain Text
attribution modeling: 0.15x keyword competition. Source: DataForSEO (2026-04-15). Via Lighthouse Research Data — https://lighthousedata.io/data/keyword-competition-attribution-modeling-2026-04-15
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<blockquote cite="https://lighthousedata.io/data/keyword-competition-attribution-modeling-2026-04-15" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>0.15x</strong> — keyword competition for attribution modeling<br><small>Source: DataForSEO (2026-04-15) · <a href="https://lighthousedata.io/data/keyword-competition-attribution-modeling-2026-04-15" target="_blank" rel="noopener">Lighthouse Data</a></small></blockquote>
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