Context.dev vs ScreenplayIQ

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

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionContext.devScreenplayIQ
PricingFreemium (exact pricing not specified)Free (1 analysis/mo), $19/mo (Pro), $49/mo (Studio)
Best ForDevelopers, data scientists, automation engineersScreenwriters, producers, studio executives
Key FeatureUnified API for web scraping and data enrichmentAI screenplay analysis with box office prediction
IntegrationsZapier, Bubble, Retool, Make, n8n, Google Sheets, Airtable, Supabase, PipedreamPitchTrailer
Output TypeJSON, CSV, webhooksPDF reports, structural feedback
Not ForNon-technical users without API knowledge, real-time streamingLine-by-line editing, TV scripts, hobbyists

These tools serve completely different needs. Choose ScreenplayIQ if you're a screenwriter or studio executive needing AI-driven script analysis with box office forecasts; its free tier offers a taste, while paid plans unlock detailed market comparisons. Choose Context.dev if you're a developer or data scientist needing a reliable API for web scraping and data enrichment from 50+ sites, with low-code options for automation. There is no overlap in use cases.

Context.dev
Context.dev

One API for web scraping, enrichment, and brand data extraction

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

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Pricing
Freemium
Paid
Plans
$0/mo
$59/mo
$199/mo
$399/mo
Custom
~$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
5 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
APIPlugin
WebAPI
Categories
🌐 Web Scraping & Search APIs
📖 Fiction & Screenwriting
Features
Scrape any URL to clean markdown
Crawl entire websites via sitemap
Extract structured data with JSON schema
Retrieve brand data (logos, colors, fonts, socials)
Pull images and screenshots from any URL
Classify companies by NAICS/SIC codes
Identify transaction strings to brands
Automatic proxy rotation and anti-bot bypass
Headless browser rendering for JS-heavy sites
Webhook delivery and schedule triggers
Response-time SLA under 5 seconds (Growth+ plans)
Low-code visual builder for custom scrapers
Pre-built extractors for 50+ sites
Logo CDN with <img> tag (no API call)
Integrations with Zapier, Bubble, Retool, Make, n8n
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
Zapier
Bubble
Retool
Make
n8n
Google Sheets
Airtable
Supabase
Pipedream
PitchTrailer

What real users say: Context.dev 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.

Context.dev

35 mentions across 4 sources · 65% positive

Hacker News, YouTube, Product Hunt, Lemmy

What users praise

  • One clean API replaces scraper, proxy, and retry stitching.
  • 50+ pre-built extractors for LinkedIn, Maps, Zendesk and more.
  • Low-code visual builder for custom targets without heavy code.
  • Clean markdown output simplifies LLM ingestion and agent use.

What frustrates them

  • Limited independent user reviews beyond launch window.
  • No public status page or incident history data.
  • Real-world reliability and anti-bot success unproven.
  • Data structuring and post-extraction use not fully addressed.

Researched Aug 7, 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

  • Solo screenwriter
    Pick: ScreenplayIQ

    The Free or Pro plan provides AI-driven structural feedback and market comparison to improve script marketability.

  • Film producer
    Pick: ScreenplayIQ

    Needs box office predictions and pitch deck generation via PitchTrailer integration to evaluate potential investments.

  • Data engineer building a lead enrichment pipeline
    Pick: Context.dev

    Context.dev's pre-built scrapers and API are ideal for extracting company info from LinkedIn and Google Maps.

  • Automation specialist integrating web data into CRM
    Pick: Context.dev

    Integrates with Zapier and Bubble for no-code workflows, and offers JSON/CSV output for easy ingestion.

  • Studio executive evaluating script slate
    Pick: ScreenplayIQ

    Collaborative workspace (Studio plan) and comparative market data support data-driven slate decisions.

Frequently Asked Questions

Context.dev vs ScreenplayIQ: which should you choose?

These tools serve completely different needs. Choose ScreenplayIQ if you're a screenwriter or studio executive needing AI-driven script analysis with box office forecasts; its free tier offers a taste, while paid plans unlock detailed market comparisons. Choose Context.dev if you're a developer or data scientist needing a reliable API for web scraping and data enrichment from 50+ sites, with low-code options for automation. There is no overlap in use cases.

Which tool is better for a writer with no technical skills?

ScreenplayIQ, because it provides a user-friendly analysis and reports without requiring API knowledge.

Can Context.dev be used to scrape screenplay databases?

Context.dev can scrape websites, but it is not designed for screenplay analysis. ScreenplayIQ is specialized for that.

Does ScreenplayIQ offer a free trial?

Yes, it has a Free tier with 1 analysis per month, no credit card required.

What are the output formats of ScreenplayIQ?

Reports can be exported as PDF, and the tool provides in-app visual feedback like heatmaps.

Can Context.dev handle large-scale scraping?

Yes, it features bulk extraction mode and automatic proxy rotation to handle large datasets.

Is there any integration between ScreenplayIQ and Context.dev?

No, they serve different purposes and have no native integration.

What sites does Context.dev pre-build scrapers for?

Over 50 sites including LinkedIn, Google Maps, and more, tailored for data enrichment.

Can I use ScreenplayIQ for TV scripts?

According to its description, it is not recommended for TV writers; it focuses on feature films.

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Last reviewed: July 2, 2026