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CDL Prep Test 2026: Drivers ed icon
📅 Development History

CDL Prep Test 2026: Drivers ed

by Khai Vuong · Education · View full /p/ profile →

📊 Tracking summary

Tracked since
2022-03-17
52 snapshots captured
Events detected
14
cause-and-effect changes
Current rating
4.72★
6,268 reviews
Current revenue
$29.4K /mo
ML forecast or verified

📈 Reviews growth with event markers

Cumulative review count over time. Each marker (🚀⭐💲🔄🔧📈📊📦) is a detected event — click anything in the timeline below to scroll to its row.

1 6,700 2022-03-17 2026-07-04 ⭐ 📈 ⭐ 📈 ⭐ 📈 ⭐ 📈 📈 ⭐ ⭐ ⭐ ⭐ 🚀

📅 What Worked™ · full timeline (14 events)

Every detected change in CDL Prep Test 2026: Drivers ed since we started tracking. Each event shows the cause (what changed) and effect (measured impact over 30 days after). Confidence chip flags whether the attribution is clean or muddied by co-occurring events.

2026-05
⭐
Rating ↑ 2.78 → 4.72 (improved 1.94★)
→ 30 days after: reviews +438 medium confidence
2026-05
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: reviews +438 medium confidence
2026-03
⭐
Rating ↓ 4.70 → 2.78 (dropped 1.92★)
→ 30 days after: revenue +$122/mo medium confidence
2026-03
📈
Crossed 100 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$201/mo medium confidence
2026-03
⭐
Rating ↑ 2.75 → 4.70 (improved 1.95★)
→ 30 days after: revenue +$201/mo medium confidence
2024-09
📈
Crossed 50 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$121/mo high confidence
2022-07
⭐
Rating ↓ 3.75 → 3.42 (dropped 0.33★)
→ 30 days after:
2022-07
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after:
2022-07
📈
Crossed 10 ratings — social-proof flywheel kicking in
→ 30 days after: revenue +$384/mo · rating −0.33★ low confidence
2022-07
⭐
Rating ↓ 3.75 → 3.44 (dropped 0.31★)
→ 30 days after: revenue +$384/mo · rating −0.33★ low confidence
2022-06
⭐
Rating ↓ 4.14 → 3.75 (dropped 0.39★)
→ 30 days after: revenue +$462/mo · rating −0.72★ medium confidence
2022-05
⭐
Rating ↓ 4.67 → 4.14 (dropped 0.53★)
→ 30 days after: revenue +$462/mo · rating −0.72★ low confidence
2022-05
⭐
Rating ↓ 5.00 → 4.67 (dropped 0.33★)
→ 30 days after: revenue +$492/mo · rating −1.25★ low confidence
2022-03
🚀
First tracked snapshot — initial data captured
→ 30 days after: revenue +$238/mo high confidence

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