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Autonomous research agent

Ask one question.Get research you can check.

ScrapR reads the filings, the news, and the rest of the open web, then hands back a full report. Charts where they help, a source behind every claim, and a straight answer when the evidence runs out.

Start researchingSee a sample report

No account needed for your first report.

Research objective

Analyze NVIDIA as a company, an investment, and a place to work.

42 sources reviewed

Working

  • Read the latest filings
  • Pull five years of revenue
  • Compare against four rivals
  • Reconcile two conflicting figures
  • Write the report
Elapsed2 min 14 sec

Evidence collected

  • SEC 10-Q filingPrimary96
  • NVIDIA investor relationsPrimary92
  • ReutersEstablished press81
  • Bureau of Labor StatisticsOfficial data88

How it works

Three steps, and only one of them is yours.

The work in the middle is the product. You ask, and you read what comes back.

01

Ask

Type the question the way you would ask a colleague. No keywords, no filters, no filling in a brief.

Add a company or a link if it helps. Most people do not need to.

02

Research

ScrapR decides what to look into, reads the filings, the financials, the news and the open web, and keeps going until the question is actually answered.

You watch it work. Every step is named in plain language.

03

Understand

A written report with charts where they earn their place, a source behind every fact, and the uncertain parts marked as uncertain.

Ask follow-ups. Come back next month and update it.

What you get back

A report, not a wall of links.

Sections you can read top to bottom, charts built from the numbers in the sources, and a citation on every factual line.

Report · version 2

How is NVIDIA positioned against its competitors?

41 sources · updated 6 Feb

Revenue and share

Fact

Data centre revenue reached $130.5bn in FY2025, up 114% year over year.

Form 10-K, filed 26 Feb · read 6 Feb

Analysis

Growth is concentrated in a small number of hyperscale buyers, so the revenue line is less diversified than the total suggests.

Drawn from four sources. ScrapR’s reading, not a quote.

Uncertain

Second-half pricing is not disclosed. Two press estimates disagree by 18%, and neither is primary.

Revenue, reported, by fiscal year$bn
16.7FY2126.9FY2227FY2360.9FY24130.5FY25

Built from five annual reports. Every figure traces back to the filing it came from.

Evidence and trust

Every fact points at where it came from.

A research tool that cannot show its work is asking you to take its word for it. ScrapR does not ask.

  • Facts are separated from analysis

    What a source said, and what ScrapR concluded from it, are never presented as the same kind of thing.

  • Sources are ranked, not counted

    A filing outweighs a blog post that quotes the filing. Ten repeats of one story are still one story.

  • Disagreement is shown, not smoothed

    When two sources conflict, you see both and the reason they differ, or that the reason is unknown.

  • Gaps are stated out loud

    If the evidence runs out, the report says so instead of filling the hole with fluent prose.

From the report

Data centre revenue reached $115.2bn in FY2025, according to the , up 142% year over year.

Hover the citation, or tab to it. That is the whole interaction, and it is the same one inside the product.

Primary

Filings, official data, company disclosure

Established

Reuters, the trade press, analyst notes

Lower

Forums, aggregators, anonymous posts

What it does

Four things, done properly.

Not a feature list. These are the parts that decide whether a report is worth reading.

Deep research

It keeps going until the question is answered.

ScrapR breaks your question into the areas it actually depends on, then works each one until the evidence is enough. Not one search and a summary.

  • Financial position14 sources
  • Competitive landscape11 sources
  • Hiring signals7 sources
  • Recent developments9 sources

Citations

Every factual line carries its source

With the time it was read, so you can tell fresh from stale at a glance.

Gross margin held at 75% through the year.

10-KQ3 callReuters

Three sources agree. The two that only quote the filing are not counted twice.

Visualizations

Charts built from sourced numbers

A chart only appears when there is real data behind it. Nothing decorative, nothing invented.

Follow-up

Ask about what you just read

Point at a claim and ask why. The answer comes from the same evidence, with the same citations, and ScrapR goes looking again only when it needs to.

Which of those competitors is closest on price?

AMD, on list price. The gap is under 8% on comparable parts, though only two of the four configurations are public.

Answered from the evidence already gathered. No new search needed.

Saved research

It is still there next month.

Every report you run is kept, exactly as it was. Come back and read it, or run it again and see what changed.

An update never overwrites the old version. The figures you read in January stay the figures you read in January, with the dates they were read.

  • How is NVIDIA positioned against its competitors?

    Updated after Q4 results

    6 February3 versions

  • What is driving margin compression at Chipotle?

    28 January1 version

  • Which companies are hiring hardest in humanoid robotics?

    Updated after two new job posts appeared

    14 January2 versions

  • Is the enterprise AI market consolidating?

    3 January1 version

Recent developments

Research that knows what happened this week.

A report built on last quarter is a history lesson. ScrapR pulls current filings and press alongside the background, and tells you when each one was published.

  • 2 hours agoEstablished press

    Chip supplier raises full-year guidance on data centre demand

    Reuters

  • YesterdayPrimary

    8-K filed: executive transition at a top-five customer

    SEC EDGAR

  • 3 days agoOfficial data

    Semiconductor employment up 4.1% year over year

    Bureau of Labor Statistics

Published dates and retrieval dates are kept apart, so a story from last March is never dressed up as news.

The workspace

Read it, poke at it, take it with you.

The report is the beginning. Open any claim to see what is behind it, ask what you still want to know, and export the whole thing when you are done.

Export PDFExport PPTX

Fact

Data centre revenue reached $130.5bn in FY2025.

Forecast

Consensus has growth slowing to roughly 40% next year.

Assumes supply constraints ease in H2 and no change to export rules.

Questions

The things people ask first.