Content Extractor

Education

Extract and compile all relevant content from your source materials.

Content Extractor reads your topic plan and source documents, then extracts every relevant paragraph, example, and case study into a clean content pack. It integrates researched content and keeps citations in a separate appendix. You get comprehensive, clean content ready for formatting.

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Who this helps

Content Developer
Instructional Designer
Learning Technologist

Pain points

Extracting content from 20 source documents takes days of reading and copying.
Important examples and case studies get missed when sources are processed manually.
Citation references clutter the content and slow down the formatting stage.

Use cases

01
Source content extraction

Reads source files and extracts all relevant content at full depth for each concept.

02
Research integration

Integrates gap-fill content from the research stage into the appropriate sections.

03
Reference appendix compilation

Compiles all source citations into a separate appendix to keep content clean.

Example outcomes

✓
Extracted content from 19 source files in 2 hours instead of 5 days.
✓
Zero missed examples or case studies across all processed topics.
✓
Clean content packs with citations separated, ready for immediate formatting.

Time comparison

Without AI

5 days

Reading source documents, copying relevant sections, and organising into a usable format.

With gecco

2 hours

A clean content pack with all relevant material extracted and citations in a separate appendix.

Inputs and outputs

What goes in

Topic plan with concept list
Source material documents
→

What comes out

Clean content pack
Reference appendix

Example workflow

1
Upload your sources
Provide the topic plan and all source material files.
→
2
Content extraction
The assistant reads every source and extracts relevant content per concept.
→
3
Review the pack
Check the content pack for completeness before formatting begins.
=
✓
A clean, citation-free content pack ready for the formatting stage.

Try asking

“
Extract all content relevant to this topic plan from our 15 source files and compile it into a clean pack.
“
Integrate the researched content into the extracted material and produce a unified content pack.
“
Compile a reference appendix for this topic listing every source used with page numbers and verification status.

Ready to put this assistant to work?

Book a free consultation and see how it fits your team.

Book a demo