ScrapeGraphAI vs ScreenplayIQ
Side-by-side comparison of features, pricing, and ratings
At a glance
| Dimension | ScrapeGraphAI | ScreenplayIQ |
|---|---|---|
| Pricing | Free tier (limited credits), usage-based packs starting at $9 (1k credits) | Free tier (1 analysis/mo), Pro $19/mo, Studio $49/mo |
| Target Users | Data engineers, AI/ML devs, business analysts | Screenwriters, producers, studio execs |
| Core Function | Web scraping & structured data extraction via LLMs | AI analysis & box office prediction for feature film scripts |
| Key Integrations | LangChain, CrewAI, LlamaIndex, n8n, Zapier, MCP | PitchTrailer |
| Latest News Impact | v3.4.0 adds workspaces; social scraping improved; MCP server released | No recent news, static facts stand |
| Script/Data Support | Any URL; supports HTML, markdown, screenshots | English feature films only; max 150 pages |
If you need AI-powered script analysis with box office forecasting, ScreenplayIQ is your only choice. For automated web data extraction using natural language, ScrapeGraphAI leads with generous integrations and credit-based pricing. They solve completely different problems—evaluate which domain matches your work.
AI web scraping API that turns natural-language prompts into structured JSON.
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What real users say: ScrapeGraphAI 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.
ScrapeGraphAI
11 mentions across 1 sources · 75% positive
Hacker News
What users praise
- • AI-powered scraping eliminates brittle CSS/XPath selectors.
- • Natural language prompts make extracting structured data simple.
- • Graph-based pipeline adapts to dynamic, changing websites.
- • Integrates with LangChain, CrewAI, LlamaIndex, and automation tools.
What frustrates them
- • Only 11 Hacker News posts available; no independent community feedback.
- • Free tier provides only 500 one-time credits, insufficient for evaluation.
- • Paid plans start at $20/month, potentially expensive for light use.
- • Reliability at scale not independently verified.
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
- Screenwriter seeking market feedbackPick: ScreenplayIQ
ScreenplayIQ offers structural analysis, box office prediction, and pitch deck integration—tailored to improving a script's chances in the industry.
- Data engineer building a web scraping pipelinePick: ScrapeGraphAI
ScrapeGraphAI's API, SDKs, and integrations (LangChain, n8n) make it easy to extract structured data at scale with natural language prompts.
- Studio executive evaluating scriptsPick: ScreenplayIQ
The comparative market data and financial predictions help quantify risk before greenlighting projects.
- AI researcher curating web data for RAGPick: ScrapeGraphAI
ScrapeGraphAI's ability to crawl and convert web pages into clean markdown is ideal for building knowledge bases, especially with MCP and Hivemind integrations.
Frequently Asked Questions
ScrapeGraphAI vs ScreenplayIQ: which should you choose?
If you need AI-powered script analysis with box office forecasting, ScreenplayIQ is your only choice. For automated web data extraction using natural language, ScrapeGraphAI leads with generous integrations and credit-based pricing. They solve completely different problems—evaluate which domain matches your work.
Can ScreenplayIQ edit my script?
No, it provides analysis and feedback but not line-by-line editing. For grammar or prose fixes, use tools like ProWritingAid.
Does ScrapeGraphAI require coding to use?
Yes, it’s developer-oriented with SDKs, CLI, and API. Non-technical users may find other scraping tools easier.
Is there a free trial for ScreenplayIQ?
Yes, the Free tier gives 1 analysis per month, enough to test the features.
Can ScrapeGraphAI scrape social media?
Yes, the latest news (v3.3.4) improved social media scraping capabilities, though anti-bot measures may apply.
What scripts does ScreenplayIQ support?
English feature films up to 150 pages only. TV pilots, short films, and non-English scripts are not supported.
Does ScrapeGraphAI offer on-premise deployment?
Currently cloud-only. No self-hosted option as of the latest facts.
Can these tools be used together?
Indirectly. ScrapeGraphAI could scrape market data to feed into ScreenplayIQ analysis, but no direct integration exists.
Which tool has better collaboration features?
ScreenplayIQ's Studio plan supports up to 5 users. ScrapeGraphAI v3.4.0 added workspaces for team collaboration.
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Last reviewed: July 3, 2026