Subsets vs ScreenplayIQ

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-08-24
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At a glance

DimensionSubsetsScreenplayIQ
PricingContact (custom quote)Free tier, Pro $19/mo, Studio $49/mo
Target AudienceSubscription media businesses (publishers, streaming)Screenwriters, producers, studio execs (feature films)
Core FunctionAI retention automation & churn experimentsAI screenplay analysis & box office prediction
Key FeaturesExplainable AI, A/B testing, predictive audiences, lifecycle automationStructural feedback, heatmap, beat sheet, market comparison, pitch deck
IntegrationsBraze, Salesforce, Iterable, BigQuery, Stripe, etc.PitchTrailer
Latest News (Subsets)2026-05-29: Pause flows to convert cancellation intent (live feature)No recent news

Choose Subsets if you run a subscription media business and need AI-driven retention experiments with explainable churn insights. Choose ScreenplayIQ if you're a screenwriter or producer seeking data-backed script analysis and box office forecasts. They serve completely different markets, so your decision hinges on whether your domain is subscriber retention or feature film development.

Subsets
Subsets

AI retention automation and experimentation for subscription media.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

Visit Website
Pricing
Contact Sales
Paid
Plans
~$24 for TV / ~$38 for Feature
~$48 for TV / ~$78 for Feature
~$60 for TV / ~$98 for Feature
~$24 for TV / ~$38 for Feature
~$24 for TV / ~$38 for Feature
~$118 for TV / ~$198 for Feature
Popularity
1 views
7.5k views
Skill Level
Beginner-friendly
Intermediate
API Available
Platforms
Web
WebAPI
Categories
📉 Product Analytics & Experimentation🧮 Business Intelligence
📖 Fiction & Screenwriting
Features
AI-predicted subscriber audiences across lifecycle stages
Explainable AI identifying behavioral churn drivers
No-code A/B testing on predictive audiences
Automated statistical significance detection
Real-time tracking of retention and engagement metrics
One-click conversion of experiments into automations
Custom machine learning model trained on first-party data
Integration with subscription, CRM, and product data sources
Lifecycle automation for retention, engagement, and upsell
Pause-flow automations to intercept cancellation intent
Cancellation-flow experiments (pause vs. discount vs. downgrade)
Pricing experiment matrix for subscriber retention
Automated sample size and time-to-significance calculation
Step-up pricing experiments targeting at-risk subscribers
AI-powered structural analysis
Box office performance prediction
PitchTrailer integration for pitch decks
Beat sheet generation
Visual heatmap of dialogue and pacing
Genre classification
Character arc and emotional journey charts
Comparative market data
PDF report export
Collaborative workspace (up to 5 users)
Custom genre templates
API access
Advanced analytics dashboard
Priority support
Dedicated account manager
Integrations
Braze
Sailthru
Salesforce Marketing Cloud
Iterable
Piano
Snowflake
GA4
BigQuery
Stripe
HubSpot
BlueConic
Amplitude
mParticle
OneSignal
ActionIQ
PitchTrailer

What real users say: Subsets vs ScreenplayIQ

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Subsets

45 mentions across 2 sources · 0% positive — critical

Hacker News, Lemmy

What users praise

  • Explainable AI surfaces behavioral churn drivers for non-technical teams.
  • A/B testing on predictive audiences without coding empowers commercial staff.
  • One-click automation of successful experiments reduces time to value.
  • Custom model trained on first-party data ensures tailored insights.

What frustrates them

  • Absolutely no independent community reviews or testimonials available.
  • Pricing is opaque (contact sales) and likely enterprise-level.
  • Only one public case study, provided by the company itself.
  • Unknown reliability and support responsiveness without user feedback.

Researched Jul 3, 2026

ScreenplayIQ

7 mentions across 1 sources · 25% positive — critical

YouTube

What users praise

  • Pay-per-analysis avoids subscription lock-in.
  • Offers box office prediction, a unique feature.
  • Tailored feedback based on script length and TV options.
  • Includes character journey charts and beat sheets.

What frustrates them

  • Reported to nearly ruin a user's script feedback.
  • Expensive per analysis, up to $198.
  • No line-by-line editing, despite expectations.
  • Limited to English scripts only.

Researched Aug 18, 2026

Who should pick which

  • Subscription media publisher (e.g., news site)
    Pick: Subsets

    Subsets' AI retention experiments and explainable churn insights directly address subscriber churn. Latest pause flows convert cancellation intent, proven in media use cases.

  • Screenwriter seeking script feedback
    Pick: ScreenplayIQ

    ScreenplayIQ provides structural analysis, beat sheets, and market comparisons to improve screenplay marketability and predict box office.

  • Studio executive evaluating scripts
    Pick: ScreenplayIQ

    Box office prediction and comparative market data help slate decisions. Studio tier supports collaboration with up to 5 users.

  • Streaming service retention manager
    Pick: Subsets

    Subsets integrates with CRM, analytics, and billing tools to automate retention experiments, reducing churn and increasing LTV.

  • Hobbyist screenwriter on a budget
    Pick: ScreenplayIQ

    Free tier offers 1 analysis/month, sufficient for occasional feedback without investment.

Frequently Asked Questions

Subsets vs ScreenplayIQ: which should you choose?

Choose Subsets if you run a subscription media business and need AI-driven retention experiments with explainable churn insights. Choose ScreenplayIQ if you're a screenwriter or producer seeking data-backed script analysis and box office forecasts. They serve completely different markets, so your decision hinges on whether your domain is subscriber retention or feature film development.

Can Subsets predict box office performance?

No. Subsets focuses on subscriber retention and churn prediction, not box office.

Can ScreenplayIQ automate subscriber retention?

No. ScreenplayIQ analyzes screenplays and predicts box office returns, not subscriber behavior.

Which tool integrates with Braze?

Subsets integrates with Braze, among other CRM/CDP tools. ScreenplayIQ does not.

Does Subsets offer a free tier?

No. Subsets requires contacting sales for pricing; no free tier is mentioned.

Does ScreenplayIQ offer a free tier?

Yes. ScreenplayIQ's Free tier includes 1 analysis per month.

What is the latest feature from Subsets?

As of May 2026, Subsets introduced pause flows that convert cancellation intent into retained subscribers.

What screen formats does ScreenplayIQ support?

ScreenplayIQ supports English feature films only, not TV scripts or shorts.

Can I run A/B tests in ScreenplayIQ?

No. A/B testing is a Subsets feature for retention experiments, not ScreenplayIQ.

More Subsets or ScreenplayIQ comparisons

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Last reviewed: July 3, 2026