Updated March 4, 2026 · 5 min read

How to Extract Shipping Manifest Data from PDF to JSON

To extract data from a shipping manifest PDF into JSON (JavaScript Object Notation), upload the document to PullPDF and describe what you need in plain English. PullPDF's AI reads the entire document, identifies shipper, consignee, carrier, and exports a clean .json file — ready to use in API integration. No templates, no manual field mapping, no code. Works with any shipping manifest format from any source.

Try It Free — 10 Pages

Why Extract Shipping Manifest Data to JSON?

Logistics teams processing incoming shipments need to match manifests against purchase orders and inventory systems. Manual data entry from varied shipping document formats creates delays and errors. JSON preserves hierarchical data structure — nested objects, arrays, key-value pairs. Ideal for feeding extracted PDF data into APIs, web applications, or NoSQL databases like MongoDB. By converting bills of lading, packing lists, and shipping documents from PDF to JSON, you eliminate manual data entry and get structured, usable data in seconds instead of minutes.

Key Data

Metric	Value	Source
Manual extraction time	3-5 min per manifest	Industry average
PullPDF extraction time	5-15 seconds	PullPDF benchmark
Shipping Manifest volume	Global trade generates over 4 billion shipping documents annually	ICC, 2024
Cost per page (PullPDF)	$0.02-0.14	PullPDF pricing
Manual data entry error rate	1-5%	IOFM, 2024

How to Do It with PullPDF

Upload your shipping manifest PDF

Drag and drop your shipping manifest PDF into PullPDF. Supports native PDFs, scanned documents, and image-based files up to 300 pages. You can upload multiple shipping manifests at once for batch extraction.

Describe what to extract

Write a prompt like: "Extract: shipper name and address, consignee name and address, carrier, BOL/tracking number, all items with descriptions, quantities, weights, dimensions, and any special handling instructions." — PullPDF's AI understands the document structure and extracts exactly what you specify.

Download your JSON file

Preview the extracted data, then download as JSON (JavaScript Object Notation). Open directly in any code editor, API testing tool, or application.

PullPDF vs. Alternatives for Shipping Manifest to JSON

Feature	PullPDF	Manual	Other Tools
Setup time	None — instant	N/A	10-30 min config
Time per document	5-15 seconds	3-5 min per manifest	1-3 minutes
Handles format variations	Yes — AI adapts	Slowly	Needs new template
Scanned PDFs	Yes	Very slow	Limited
Batch processing	Yes — multi-upload	One at a time	Usually yes
Accuracy	High (AI verification)	Error-prone (1-5%)	Medium

Pro Tips

Be specific in your prompt — mention the exact fields you want from your shipping manifest: shipper, consignee, carrier, tracking/BOL number, item descriptions, quantities, weights, and dimensions.

For batch processing, upload all your shipping manifests at once and use the same prompt — PullPDF applies it consistently to every document.

Specify your desired JSON structure in the prompt for nested output that matches your API schema.

If a shipping manifest has tables that span multiple pages, PullPDF automatically merges them into one continuous table.

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Upload your document and extract to JSON in seconds. 10 free pages, no credit card.

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Frequently Asked Questions

How do I convert a shipping manifest PDF to JSON?

Upload your shipping manifest to PullPDF, write a prompt describing the data you need (like "Extract: shipper name and address, consignee name and address, carrier, BOL/trac..."), and download the .json file. Takes under 15 seconds.

Can PullPDF handle shipping manifests from different sources?

Yes. PullPDF uses AI to understand document content, not fixed templates. It works with shipping manifests from any source, regardless of layout, formatting, or design differences.

What data can I extract from a shipping manifest?

PullPDF can extract shipper, consignee, carrier, tracking/BOL number, item descriptions, quantities, weights, and dimensions — essentially any structured data visible in the document. Describe what you need in your prompt.

Is the extraction accurate for shipping manifests?

PullPDF uses Claude AI (by Anthropic) for document understanding, achieving high accuracy on shipping manifests. It's especially strong with well-formatted documents and standard layouts.

Can I extract data from scanned shipping manifests?

Yes. PullPDF handles scanned and image-based PDFs. The AI reads the visual content and extracts structured data just like it would from a digital PDF.

Is there a free shipping manifest PDF to JSON converter?

PullPDF offers 10 free pages — no credit card required. Upload your shipping manifest, describe what you need, and download JSON output for free.