Pdfstract vs ScreenplayIQ

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

Analysis reviewed Live tool data as of 2026-09-01
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At a glance

DimensionPdfstractScreenplayIQ
PricingFree, open-source (MIT license)Free tier (1 analysis/mo), Pro $19/mo, Studio $49/mo (contact sales)
Core Use CasePDF data extraction & preparation for RAG pipelinesScreenwriting analysis & box office prediction
Target UserDevelopers, data scientists, RAG pipeline buildersScreenwriters, producers, studio executives
Key Features10+ extraction backends, 10+ chunking methods, embedding generation, CLI & Web UIAI structural feedback, beat sheets, pitch deck integration, market comparisons
IntegrationMarker, Docling, PyMuPDF4LLM, OpenAI, Sentence TransformersPitchTrailer
LimitationsRequires technical expertise, no OCR guarantee, not a full RAG platformEnglish feature films only, max 150 pages, no line editing

ScreenplayIQ and Pdfstract serve completely different markets. Choose ScreenplayIQ if you need financial predictions and structural feedback on feature film scripts. Choose Pdfstract if you're a developer building RAG pipelines and need a unified, open-source tool for PDF extraction, chunking, and embedding. There is no overlap in use cases.

Pdfstract
Pdfstract

Open-source PDF-to-vector pipeline for RAG in one command.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

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Pricing
Free
Paid
Plans
$0
~$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
0 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIAPIWeb
WebAPI
Categories
📑 Document AI & Data Extraction🗄️ Vector Databases & Retrieval📊 Data & Analytics
📖 Fiction & Screenwriting
Features
PDF extraction using 10+ libraries (Marker, Docling, PyMuPDF4LLM, etc.)
10+ chunking methods including AI-powered semantic chunking
Embedding generation via OpenAI, Sentence Transformers, local models
Unified API with single parameter switching between backends
Auto-detection of optimal extraction library per document
CLI interface for scripting and automation
Web UI for interactive use
Python package for integration into custom pipelines
Batch processing of multiple PDFs
Open source under MIT license
Outputs vector-ready data for RAG ingestion
Configurable extraction and chunking settings
Supports local and remote embedding models
AI-powered structural analysis
Box office performance prediction
PitchTrailer integration
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
Marker
Docling
PyMuPDF4LLM
OpenAI
Sentence Transformers
PitchTrailer

Who should pick which

  • Solo screenwriter
    Pick: ScreenplayIQ

    Free tier provides one analysis per month to evaluate script marketability and structure.

  • RAG pipeline developer
    Pick: Pdfstract

    Open-source, unified API for extraction and embedding, ideal for automating PDF preprocessing.

  • Studio executive
    Pick: ScreenplayIQ

    Pro or Studio tiers offer unlimited analyses and market comparisons for slate decisions.

  • Data scientist preparing PDF dataset
    Pick: Pdfstract

    Multiple extraction backends and chunking methods allow experimentation for best LLM ingestion.

  • Script coverage analyst
    Pick: ScreenplayIQ

    Quantitative support with beat sheets and structural feedback to complement manual coverage.

Frequently Asked Questions

Pdfstract vs ScreenplayIQ: which should you choose?

ScreenplayIQ and Pdfstract serve completely different markets. Choose ScreenplayIQ if you need financial predictions and structural feedback on feature film scripts. Choose Pdfstract if you're a developer building RAG pipelines and need a unified, open-source tool for PDF extraction, chunking, and embedding. There is no overlap in use cases.

Can ScreenplayIQ edit my script line by line?

No, it provides structural and market feedback, not line editing or grammar checks.

Is Pdfstract suitable for scanned PDFs?

It depends on the backend; some backends support OCR, but it's not guaranteed across all.

Does ScreenplayIQ support TV scripts or short films?

No, it currently supports English feature films only.

Does Pdfstract offer a graphical user interface?

Yes, it includes a Web UI for interactive use, plus CLI and Python package.

What is the maximum script length for ScreenplayIQ?

Scripts over 150 pages are not supported due to AI context window limitation.

Can Pdfstract generate embeddings for RAG?

Yes, it supports OpenAI, Sentence Transformers, and local models for embedding generation.

Is ScreenplayIQ's box office prediction reliable?

It uses market trend data, but no prediction is guaranteed. It's a decision-support tool.

Is Pdfstract a complete RAG platform?

No, it's only the data preparation layer; you still need a vector database and LLM.

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Last reviewed: July 3, 2026