BookWatch - Visual BookTok — full revenue & growth history

📊 Tracking summary

Tracked since

2023-03-30

92 snapshots captured

Events detected

cause-and-effect changes

Current rating

4.68★

6,439 reviews

Current revenue

— /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.

📅 What Worked™ · full timeline (16 events)

Every detected change in BookWatch - Visual BookTok 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.

2026-06

🔧

Shipped update — v4.26 → v4.41

→ 30 days after: reviews +1,933 medium confidence

2026-05

⭐

Rating ↑ 2.80 → 4.68 (improved 1.88★)

→ 30 days after: reviews +1,933 medium confidence

2026-05

📈

Crossed 500 ratings — social-proof flywheel kicking in

→ 30 days after: reviews +1,933 medium confidence

2026-03

⭐

Rating ↓ 4.70 → 2.80 (dropped 1.90★)

→ 30 days after:

2026-03

⭐

Rating ↑ 2.81 → 4.70 (improved 1.89★)

→ 30 days after: reviews +8 medium confidence

2026-03

📈

Crossed 100 ratings — social-proof flywheel kicking in

→ 30 days after: reviews +8 medium confidence

2025-11

📈

Crossed 50 ratings — social-proof flywheel kicking in

→ 30 days after:

2025-06

⭐

Rating ↓ 3.48 → 3.00 (dropped 0.48★)

→ 30 days after: rating −0.21★ high confidence

2024-09

⭐

Rating ↓ 4.20 → 3.67 (dropped 0.53★)

→ 30 days after: rating −0.14★ high confidence

2023-12

📈

Crossed 10 ratings — social-proof flywheel kicking in

→ 30 days after: rating +0.06★ high confidence

2023-10

⭐

Rating ↓ 4.33 → 4.00 (dropped 0.33★)

→ 30 days after: rating −0.11★ medium confidence

2023-08

⭐

Rating ↑ 4.00 → 4.33 (improved 0.33★)

→ 30 days after: rating −0.11★ medium confidence

2023-07

⭐

Rating ↓ 4.33 → 4.00 (dropped 0.33★)

→ 30 days after: rating +0.33★ high confidence

2023-05

⭐

Rating ↑ 4.00 → 4.33 (improved 0.33★)

→ 30 days after:

2023-04

⭐

Rating ↑ 3.00 → 4.00 (improved 1.00★)

→ 30 days after: rating +0.33★ high confidence

2023-03

🚀

First tracked snapshot — initial data captured

→ 30 days after: rating +1.00★ high confidence

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