School/Data & Analysis/Document & Report Analysis
3/4
Wave 510 minintermediate

Comparing Documents & Sources

Use AI to find differences, contradictions, and gaps across multiple documents.

Comparing Documents & Sources

One document is information. Two documents are intelligence. AI excels at comparing texts to find agreements, contradictions, and gaps.

Side-by-Side Comparison

The Basic Compare Prompt

"Compare these two documents on [topic]:

- Where do they agree?

- Where do they disagree or contradict each other?

- What does Document A cover that Document B doesn't?

- What does Document B cover that Document A doesn't?

- Which is more thorough/credible?

Document A: [paste]

Document B: [paste]"

Version Comparison

When comparing drafts or revisions:

"Compare Version 1 and Version 2 of this document:

- What was added in V2?

- What was removed from V1?

- What was changed (show before and after)?

- Are there any changes that alter the meaning significantly?

- Rate the overall improvement: better, worse, or lateral move?

Version 1: [paste]

Version 2: [paste]"

Multi-Source Analysis

Triangulating Information

"I have information about [topic] from three different sources. Compare them and:

1. Identify claims all three agree on (likely reliable)

2. Identify claims only one source makes (needs verification)

3. Identify contradictions between sources

4. Assess overall: which source is most credible and why?

Source 1 (Name/Type): [paste]

Source 2 (Name/Type): [paste]

Source 3 (Name/Type): [paste]"

Competitor Analysis

"Compare these two competitor products/services:

- Feature comparison (table format)

- Pricing differences

- Target audience differences

- Unique selling points of each

- Weaknesses of each

- Overall recommendation for [your specific use case]"

Due Diligence Applications

Proposal Comparison

"I received proposals from three vendors. Compare them on:

1. Scope of work (what's included/excluded)

2. Pricing (total cost, payment terms, hidden costs)

3. Timeline (start date, milestones, completion)

4. Team/qualifications

5. Risk (what could go wrong with each?)

6. Value for money ranking

Format as a comparison table, then give your recommendation."

Contract Review

"Compare this contract to a standard [contract type]. Flag:

- Clauses that are missing

- Terms that are unusually favorable to one party

- Ambiguous language that could cause disputes

- Anything I should negotiate before signing"

Tips for Better Comparisons

  • Label your documents clearly — "Q1 Report" vs "Q2 Report" or "Vendor A Proposal" vs "Vendor B Proposal"
  • Specify what matters — "Focus the comparison on cost and timeline" if those are your decision criteria
  • Ask for a recommendation — Don't just compare; ask AI to recommend based on your priorities
  • Check for missing context — "What information would you need to make a better comparison?"

Exercises

0/3
Prompt Challenge+20 XP

Find two articles or reports on the same topic from different sources. Use the triangulation prompt to compare them. What contradictions or gaps does AI find?

Hint: News articles work great for this — find two outlets covering the same story and compare their coverage, emphasis, and conclusions.

Quiz+5 XP

When comparing three sources, a claim made by only one source should be:

Reflection+10 XP

Describe a situation at work where comparing documents would save you time or improve a decision. What documents would you compare, and what would you look for?

Hint: Think about vendor proposals, contract versions, policy updates, competitor analysis, or quarterly reports.