🧠 EziAds AI Feature Correlation Engine V1.1

AI membaca Feature Extraction + Learning Score untuk kenal corak content yang menang. Versi ini fixed untuk hosting yang sensitif dengan prepared statement.

Feature Extraction Score Predictor DNA Brain Marketing Director Run Correlation
Patterns Saved: 13 Source: ai_content_features + ai_content_learning

📊 Correlation Summary

Total Patterns 13
Strong Patterns 9
Watch Patterns 4
Weak Patterns 0
Best Score 100

🏆 Content Type Pattern

Type Value Total Avg Best Winner Watch Loser AI Note
CONTENT_TYPE FAQ 3 82.33 100 2 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
CONTENT_TYPE HARD_SELL 4 80 100 3 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.

❤️ Emotion Pattern

Type Value Total Avg Best Winner Watch Loser AI Note
EMOTION_SCORE 10 2 100 100 2 0 0 Strong winning pattern. Sesuai dijadikan formula utama content.
EMOTION_SCORE 9 5 73.4 100 3 1 1 Strong winning pattern. Sesuai dijadikan formula utama content.

📣 CTA Count Pattern

Type Value Total Avg Best Winner Watch Loser AI Note
CTA_COUNT 5 1 100 100 1 0 0 Strong winning pattern. Sesuai dijadikan formula utama content.
CTA_COUNT 4 3 82.33 100 2 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
CTA_COUNT 6 3 73.33 100 2 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.

❓ Question Count Pattern

Type Value Total Avg Best Winner Watch Loser AI Note
QUESTION_COUNT 1 3 82.33 100 2 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
QUESTION_COUNT 0 4 80 100 3 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.

📏 Word Length Pattern

Type Value Total Avg Best Winner Watch Loser AI Note
WORD_LENGTH_GROUP STRONG_51_80 5 86.8 100 4 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
WORD_LENGTH_GROUP MEDIUM_30_50 2 66.5 100 1 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.

🧩 Sentence Count Pattern

Type Value Total Avg Best Winner Watch Loser AI Note
SENTENCE_COUNT 4 5 86.8 100 4 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
SENTENCE_COUNT 3 2 66.5 100 1 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.

📚 All Correlation Patterns

Type Value Total Avg Best Winner Watch Loser AI Note
EMOTION_SCORE 10 2 100 100 2 0 0 Strong winning pattern. Sesuai dijadikan formula utama content.
CTA_COUNT 5 1 100 100 1 0 0 Strong winning pattern. Sesuai dijadikan formula utama content.
WORD_LENGTH_GROUP STRONG_51_80 5 86.8 100 4 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
SENTENCE_COUNT 4 5 86.8 100 4 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
CONTENT_TYPE FAQ 3 82.33 100 2 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
CTA_COUNT 4 3 82.33 100 2 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
QUESTION_COUNT 1 3 82.33 100 2 1 0 Strong winning pattern. Sesuai dijadikan formula utama content.
CONTENT_TYPE HARD_SELL 4 80 100 3 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.
QUESTION_COUNT 0 4 80 100 3 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.
EMOTION_SCORE 9 5 73.4 100 3 1 1 Strong winning pattern. Sesuai dijadikan formula utama content.
CTA_COUNT 6 3 73.33 100 2 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.
WORD_LENGTH_GROUP MEDIUM_30_50 2 66.5 100 1 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.
SENTENCE_COUNT 3 2 66.5 100 1 0 1 Strong winning pattern. Sesuai dijadikan formula utama content.