How Journalists Use Save to Research and Fact-Check Faster

Newsrooms are shrinking but the news doesn’t slow down. Journalists are expected to produce more stories, faster, with fewer resources. The research and fact-checking that once took a team now falls on one reporter.

Here’s how journalists are using Save to do rigorous research at speed.

Workflow 1: Multiple Sources → Timeline Reconstruction

You’re covering a developing story. Five outlets have different details. Government agencies have released statements. You need to piece together what actually happened and when.

The workflow:

1. Save every article, press release, and official statement as Markdown
2. Build the timeline:

“Here are 8 sources covering [event]: 5 news articles, 2 government press releases, and 1 corporate statement. Create a chronological timeline of events based on all sources. Flag any contradictions between sources—where do they disagree on facts, dates, or numbers?”

“Which claims are only made by a single source? Which facts are confirmed by 3+ independent sources?”

3. Write from a verified foundation — Your story is built on cross-referenced facts, not a single source’s version

Workflow 2: Press Releases → Reality Check

A company issued a press release full of impressive claims. Your editor wants to know what’s real.

The workflow:

1. Save the press release and the company’s previous statements, SEC filings, or public data pages
2. Fact-check the claims:

“Here’s a press release from [Company] and their previous public statements from [dates]. Compare the claims in the new release against their earlier statements. Are there contradictions? Have they quietly changed their numbers or language? What claims are unverifiable from these sources alone?”

“What questions should I ask the company’s PR team based on the gaps in this press release?”

3. Ask better questions — You go into the interview knowing exactly where the holes are

Workflow 3: Public Records → Story Discovery

You’ve pulled court records, campaign finance filings, and property records. The story is hiding in the connections between them.

The workflow:

1. Save the public records pages as Markdown
2. Find the connections:

“Here are court filings, campaign contribution records, and property ownership records for [subject]. What connections or patterns do you see? Are there overlapping names, dates, or amounts that suggest a story?”

“Based on these documents, what public records should I request next to confirm or deny these patterns?”

3. Follow the trail — AI spots patterns across documents that would take hours to find manually

Workflow 4: Expert Sources → Background Research

You’re interviewing an expert tomorrow. You need to understand their work and positions well enough to ask smart questions.

The workflow:

1. Save their recent articles, published papers, or public talks
2. Prep for the interview:

“Here are 4 articles and a published paper by [Expert]. What are their main arguments and positions? What’s controversial about their views? What would be the most insightful questions I could ask them that go beyond what they’ve already published?”

3. Ask questions that get real answers — Not the same questions every reporter asks

A Note on Verification

AI is a research accelerator, not a replacement for verification. Always confirm AI-surfaced claims against original sources. Save helps by preserving the original sources as reference—you can always go back to check what the source actually said versus what the AI summarized.

Get Started

1. Install Save (free, 3 saves/month)
2. Save every source document, article, and record you pull
3. Feed batches to Claude or ChatGPT for cross-referencing and analysis
4. Spend your time on the story, not on tab management

The best stories come from seeing what others miss. AI helps you see more, faster.

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Questions or feedback? Reach us at [email protected]