ChatGPT can answer questions about almost anything. ScribIQ — Inkscribe AI's document intelligence layer — is built to answer questions about your specific documents. The difference matters more than most people expect.
This comparison is not about which AI is smarter in general. It's about which tool does a better job when your primary workflow is document analysis, extraction, and Q&A.
How Each System Works
ChatGPT accepts pasted text or file uploads (on the paid tier) and generates responses based on that context plus its training data. It has no persistent document memory between sessions — each conversation starts fresh.
ScribIQ works differently. Your documents are processed through OCR first (so even scanned PDFs are fully readable), then indexed and stored. ScribIQ can query across all your documents simultaneously, track extracted fields over time, and cite the exact page and paragraph where it found each piece of information.
| Capability | ScribIQ | ChatGPT |
|---|---|---|
| Works on scanned PDFs | Yes — OCR first | Limited (needs clear text) |
| Cites exact page/paragraph | Yes, always | No |
| Queries across multiple docs | Yes | One at a time |
| Persistent document memory | Yes | No |
| Custom extraction schemas | Yes | Prompt-based only |
| Export extracted data to CSV | Yes | No |
| Works on 500-page documents | Yes | Context limit applies |
| Summarisation | Yes | Yes |
| General Q&A (non-document) | Limited | Excellent |
Where ScribIQ Wins
Extraction Accuracy and Citations
When you ask ScribIQ to extract the effective date from a contract, it returns the date and shows you exactly where in the document it found it — highlighted in context. ChatGPT will give you the date but provides no citation. In legal or compliance workflows, citations are not optional.
Large Documents
GPT-4o has a 128,000-token context window — roughly 100,000 words. A 500-page legal brief easily exceeds that. ScribIQ uses chunk-based retrieval so document size doesn't limit what you can query.
Multi-Document Analysis
Comparing terms across 20 supplier contracts, or finding which invoices from last quarter are missing a PO number — these are ScribIQ's native use cases. With ChatGPT, you'd need to paste each document in separately and manually reconcile the results.
Where ChatGPT Wins
For drafting, brainstorming, or general-purpose writing based loosely on a document, ChatGPT is more flexible. ScribIQ is a specialist tool — if you need help writing a reply to an email you received, use ChatGPT. If you need to extract every payment term from every contract your company signed this year, use ScribIQ.
The Bottom Line
Summary
Use ScribIQ for: extracting structured data from documents, querying large or scanned files, multi-document analysis, any workflow where citations matter. Use ChatGPT for: general writing, brainstorming, tasks that don't involve your specific documents.