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extract: shapiro-churn-dynamics

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inbox/queue/.extraction-debug/shapiro-churn-dynamics.json Normal file
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{
"rejected_claims": [
{
"filename": "streaming-churn-may-be-permanently-uneconomic-because-maintenance-marketing-consumes-up-to-half-of-arpu.md",
"issues": [
"missing_attribution_extractor"
]
},
{
"filename": "resubscribe-rates-above-30-percent-indicate-churning-on-and-off-is-becoming-habitual-consumer-behavior-not-transitional-friction.md",
"issues": [
"missing_attribution_extractor"
]
},
{
"filename": "good-bundles-reduce-churn-through-transparent-discounts-while-bad-bundles-reduce-churn-through-forced-packaging.md",
"issues": [
"missing_attribution_extractor"
]
}
],
"validation_stats": {
"total": 3,
"kept": 0,
"fixed": 4,
"rejected": 3,
"fixes_applied": [
"streaming-churn-may-be-permanently-uneconomic-because-maintenance-marketing-consumes-up-to-half-of-arpu.md:set_created:2026-03-19",
"streaming-churn-may-be-permanently-uneconomic-because-maintenance-marketing-consumes-up-to-half-of-arpu.md:stripped_wiki_link:two-phase-disruption-where-distribution-moats-fall-first-and",
"resubscribe-rates-above-30-percent-indicate-churning-on-and-off-is-becoming-habitual-consumer-behavior-not-transitional-friction.md:set_created:2026-03-19",
"good-bundles-reduce-churn-through-transparent-discounts-while-bad-bundles-reduce-churn-through-forced-packaging.md:set_created:2026-03-19"
],
"rejections": [
"streaming-churn-may-be-permanently-uneconomic-because-maintenance-marketing-consumes-up-to-half-of-arpu.md:missing_attribution_extractor",
"resubscribe-rates-above-30-percent-indicate-churning-on-and-off-is-becoming-habitual-consumer-behavior-not-transitional-friction.md:missing_attribution_extractor",
"good-bundles-reduce-churn-through-transparent-discounts-while-bad-bundles-reduce-churn-through-forced-packaging.md:missing_attribution_extractor"
]
},
"model": "anthropic/claude-sonnet-4.5",
"date": "2026-03-19"
}

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inbox/queue/shapiro-churn-dynamics.md
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@ -7,9 +7,13 @@ date_published: "2023-05-01"
date_archived: "2025-04-23"
archived_by: "clay"
domain: "entertainment"
status: unprocessed
status: null-result
claims_extracted:
- "streaming churn may be permanently uneconomic because maintenance marketing consumes up to half of average revenue per user"
processed_by: leo
processed_date: 2026-03-19
extraction_model: "anthropic/claude-sonnet-4.5"
extraction_notes: "LLM returned 3 claims, 3 rejected by validator"
---
# 4/23/25, 7:38 PM To Everything, Churn, Churn, Churn - by Doug Shapiro
@ -800,3 +804,14 @@ Next →
[https://archive.ph/dP22g](https://archive.ph/dP22g)
18/19
## Key Facts
- Netflix's U.S. churn rate was 4.9% monthly in 2011, declined to 1.9-2.0% in 2020-2021, then increased to 3.3% in 2022
- Antenna estimates Netflix's U.S. SAC at approximately $40 per gross addition through 9 months of 2022
- Netflix's average customer lifetime at 3.3% monthly churn is 30.3 months
- Over 40% of U.S. Disney+ subscribers opt for the Disney Bundle as of Q4 2022
- Showtime had 7.4% monthly churn, Peacock 7.1%, Paramount+ 6.4%, HBO Max 5.9% in 9 months ended Sept 2022
- About 50% of subscribers who signed up around Hamilton (Disney+) and WW84 (HBO Max) canceled within 6 months
- The proportion of 'serial churners' (canceled 3+ services in 2 years) increased from ~6% in 2019 to ~16% in 2022
- Spotify's monthly churn rate is 3.9%, SiriusXM 2.3%, Verizon Wireless 1.0%, DISH 1.6%, Peloton 1.1%