Generative pre-trained transformer
AI Tools · first detected 8 Aug 2026 · scored 6 Oct 2026
Trend score
24/100
Opportunity
5/100
Confidence
66%
Trend, 30 days
Why this score
- +Wikipedia views up 1.9× against its 4-week median
- +Up 75% on the previous 7 days (average across sources)
- −Already covered heavily (saturation 48%)
- ·Not scored on arXiv (source unavailable); weights rebalanced
How this score was calculated
| Component | Value | Weight | Points |
|---|---|---|---|
| Attention growth | 28% | 0.40 | +11.3 |
| Coverage growth | 0% | 0.00 | +0.0 |
| Cross-source breadth | 33% | 0.27 | +8.9 |
| Acceleration | 81% | 0.20 | +16.1 |
| Freshness | 0% | 0.13 | +0.0 |
| Saturation (subtracted) | 48% | 0.25 | −12.0 |
| Trend score (0–100) | 24.3 |
Opportunity = trend 24.3 × (1 − saturation 48%) × stage weight 0.4 × niche relevance 1 = 5.1
Saturation parts: volume 90%, time elevated 11%, mainstream 0%. Spike ratio = mean of the last 3 days ÷ median of days 4–31. A source counts as spiking at ≥ 1.5× and robust z ≥ 2.
| Source | Spike | Robust z | Week over week | Spiking |
|---|---|---|---|---|
| wikipedia | 1.92× | 2.4 | 75% | yes |
Full method: methodology. Rising means rising now; it is not a prediction that a topic will go viral.
Signals by source
Wikipedia views
3.2K/day
2026-09-07 → 2026-10-06 · fetched 7 Oct, 12:50 UTC
New arXiv papers
0/day
2026-09-07 → 2026-10-06 · fetched 7 Oct, 11:45 UTC · not used in today's score
Attention data: Wikipedia pageviews via the Wikimedia Analytics API · Research data: arXiv (thank you to arXiv for use of its open access interoperability) · Data as of 7 Oct, 12:50 UTC
Licences and terms
- Attention data: Wikipedia pageviews via the Wikimedia Analytics API: CC0 (pageview data)
- Research data: arXiv (thank you to arXiv for use of its open access interoperability): Metadata CC0
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What to make about it
Content angles are written once a topic passes the publish threshold.
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