Data & evidence
The full methodology: observed measurements, creator baseline, confidence, replications and timeline.
Outperformance
183×
their usual average · 25,029 views
Baseline confidence: Low · 9 posts
183× means this post currently has about 183 times the views of the creator’s recent median post.
The multiplier is the post’s latest observed views divided by the median views of the creator’s recent posts (9 posts, median 25,029 views). It describes observed outperformance so far, not a prediction.
Latest metrics
- views
- 4,574,135
- likes
- 53,860
- comments
- 541
- shares
- not reported
- saves
- not reported
Metrics observed 4 weeks ago
Creator baseline
- Median views of recent posts
- 25,029
- Posts in baseline
- 9
- Confidence
Baseline confidence: Low · 9 posts
Confidence depends only on how many recent posts with view counts the creator has: fewer than 5 is insufficient, 5–9 low, 10–19 medium, 20 high.
See more from @Newbie.BaristaOpportunity intelligence
Opportunity ranks evidence observed by OutaClip. It is not a prediction that a post will go viral or make money.
76
Early signal
Baseline confidence: Low · 9 posts
Format validation: No adaptations observed yet
Why 76?
- 182.7534x creator baseline
- No adaptation of this source has a usable creator baseline yet.
Components
- Source strength
- 100
- Repeatability
- No replication outcome evidence yet
- OutaClip Saturation
- 0
- Adoption velocity
- 25
- Freshness
- 44
Raw evidence
- Source Outlier Multiplier
- 183×
- Source baseline confidence
Baseline confidence: Low
- Observed adaptations
- 0
- Awaiting observation
- 0
- Adaptations with a usable baseline
- 0
- Above their own baseline
- 0
- Above-baseline rate
- —
- Median adaptation performance
- —
- Detected in the last 24 hours
- 0
- Detected in the last 7 days
- 0
- Detected in the previous 7 days
- 0
- Recent vs previous ratio
- not enough history
Understand
Two kinds of statements, kept apart: what OutaClip measured, and how an AI reads the structure.
Observed evidenceMeasured by OutaClip from public data. Never produced or changed by AI.
- 183× their average
- Opportunity 76Confidence: Very low
- No adaptations detected by OutaClip
- No replication outcome evidence yet
- Creator baseline: 25,029 views (Low, 9 posts)
- 4.6M views observed
Textual material OutaClip holds: Caption
No transcript: OutaClip only holds the caption. Spoken words, visuals, pacing and editing were not observed and cannot be analysed.
Hook hidden
- A pen demonstrates the difference in milk pitcher movement between small and wide rippling motions.
- Milk is poured into espresso cups comparing both techniques side by side.
- The final winged heart latte art patterns are revealed, showing the superior definition of the wider pour technique.
Replication Network
Published adaptations that people explicitly linked to this source. Counts describe adaptations known to OutaClip, not every adaptation on TikTok.
No adaptations linked yet. If you used this source, link your published post with “I used this”.
Timeline
- Published
- Sep 25, 2026last month
- First observed by OutaClip
- Sep 26, 2026last month
- Last observed by OutaClip
- Oct 2, 20264 weeks ago
- Metrics observed
- Oct 2, 20264 weeks ago