Data
PromptBeginner5 minmarkdownQuality: 28
- Predictive creative mechanics the data hints at (e.g.
a mechanic that lifts CTR on Google but hasn't been tested on ALN's playable format)
0
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140,640 skills indexed with the new KISS metadata standard.
Showing 24 of 140,640Categories: Education, Creative, General, Data, Coding & Debugging
Education
PromptBeginner5 minmarkdownQuality: 28
Best Creative(s): Explain which creative attributes correlate with strong metrics
and whether those attributes hold across all networks or are network-specific.
1
Creative
PromptBeginner5 minmarkdownQuality: 28
Promising Creative(s): Identify early positive signals and specify which variations — pacing edits
hook recuts
0
Education
PromptBeginner5 minmarkdownQuality: 28
Worst Creative(s): Explain which patterns predict failure
and flag whether the failure is universal or network-localized.
1
General
PromptBeginner5 minmarkdownQuality: 24
- Which are candidates for format adaptation (e.g.
recut for Google's asset ingestion
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Creative
PromptBeginner5 minmarkdownQuality: 28
- Rate divergence risk: High / Medium / Low — i.e.
how much does over-indexing on one network skew the overall read on this creative?
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Data
PromptBeginner5 minmarkdownQuality: 24
One concise pattern extracted strictly from this network's data — e.g.
On ALN
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General
PromptBeginner5 minmarkdownQuality: 24
- State the performance delta (e.g.
top 1 on ALN
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Education
PromptBeginner5 minmarkdownQuality: 24
- Highest CPI: Explain which signals
specific to this network
1
Education
PromptBeginner5 minmarkdownQuality: 28
- High Spend / Poor Results: Explain the inefficiency pattern and the likely network-specific ML rea...
ALN AXON fallback behavior
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General
PromptBeginner5 minmarkdownQuality: 28
- Lowest IPM (or weakest CTR × CVR): Identify root-cause patterns through the lens of this network's...
weak hook on a skip-heavy rewarded placement
0
Creative
PromptBeginner5 minmarkdownQuality: 28
- Top Creative by IPM (or CTR × CVR for Google): Interpret why this creative wins on this specific n...
format fit
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Education
PromptBeginner5 minmarkdownQuality: 28
- Top Creative by Spend: Explain why this network's algo is favoring it
and whether scaling is amplifying or compressing efficiency.
1
General
PromptBeginner5 minmarkdownQuality: 24
Repeat the following block for each of the four networks: AppLovin
Mintegral
0
General
PromptBeginner5 minmarkdownQuality: 24
- Flag anomalies with ML-style reasoning (outliers
variance spikes
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General
PromptBeginner5 minmarkdownQuality: 28
Your role is not to describe numbers
but to act as a performance-prediction model using structured
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Creative
PromptBeginner5 minmarkdownQuality: 28
- Identify cross-network divergence: creatives that overperform on one network and underperform on a...
and reason about why
0
Creative
PromptBeginner5 minmarkdownQuality: 24
- Compare creatives directly across all key metrics
within and across networks
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Creative
PromptBeginner5 minmarkdownQuality: 28
- Identify predictive signals per network (e.g.
which creative traits show scaling potential vs. burnout risk on ALN; which show stability signals on Mintegral)
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General
PromptBeginner5 minmarkdownQuality: 24
- Detect hidden drivers of performance (e.g.
early CTR → later IPM quality drop
0
Education
PromptBeginner5 minmarkdownQuality: 24
- Google UAC (ACi): Machine-learning-first
multi-format ingestion (YouTube
1
Data
PromptBeginner5 minmarkdownQuality: 24
- Interpret the data using pattern-recognition logic
segmented by network
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Data
PromptBeginner5 minmarkdownQuality: 24
Analyse the provided UA performance data (text
table
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Education
PromptBeginner5 minmarkdownQuality: 28
- AppLovin (ALN): Operates on a closed DSP with a proprietary ML bidding stack (AXON). Heavy on play...
install clustering by creative batch
1