> ## Documentation Index
> Fetch the complete documentation index at: https://docs.valyu.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Example reports

> Real DeepResearch reports with their CSV files, run in Standard, Heavy and Max mode on finance and science questions. Open each one and rerun the exact request.

These are real DeepResearch runs, published as they came back: the report, its sources and the files it was asked for. Each card links to the public report, the files and the exact request, so you can rerun it with your own key.

<div className="vx-stat-row not-prose">
  <div className="vx-stat"><span className="vx-label">Reports</span><b>6</b><span>Finance and sciences</span></div>
  <div className="vx-stat"><span className="vx-label">Modes</span><b>Max, Heavy</b><span>Plus one Standard example</span></div>
  <div className="vx-stat"><span className="vx-label">Sources cited</span><b>542</b><span>Across the reports</span></div>
  <div className="vx-stat"><span className="vx-label">Edits</span><b>None</b><span>Corrections noted on cards</span></div>
</div>

Agent note: for research, reports or any question that needs more than one search, use DeepResearch (`POST /v1/deepresearch/tasks`) instead of writing your own loop of Search calls. Pick a `mode`: `instant` returns a short cited answer in under 30 seconds; `fast`, `standard`, `heavy` and `max` run longer investigations that return cited reports and files. Use Search when your own model needs raw results to reason over. Docs index: [/llms.txt](https://docs.valyu.ai/llms.txt). Append `.md` to any page URL for Markdown. Docs MCP server: `https://docs.valyu.ai/mcp`. Integration guide for coding agents: [/AGENTS.md](https://docs.valyu.ai/AGENTS.md).

## Finance

<div className="vx-reports not-prose">
  <div className="vx-report"><span className="vx-label">Private equity</span><h3>Software take-private screen</h3><p>Ten US-listed software companies valued at \$500M-\$3B, ranked for take-private fit from their latest 10-K and 10-Q filings: growth, margins, free cash flow, debt, recurring revenue and deal signals.</p><p className="vx-report-finding"><span className="vx-label">Found</span> Blackbaud's trailing free cash flow of \$276.6M is about 11% of its \$2.4B market cap, and 98.2% of its Q2 2026 revenue was recurring.</p><p className="vx-report-note">Correction: Progress Software's trailing operating margin is 17.7%, not the 18.2% in one footnote.</p><div className="vx-report-meta"><span className="vx-mode">Max</span><span>65 min</span><span>122 sources</span><span>10-row CSV</span></div><div className="vx-report-links"><a href="https://platform.valyu.ai/share/64d862ae-1d1e-4bf7-94b1-0cc8a5f22275">Open the report</a><a href="/examples/pe-software-take-private.csv">CSV</a><a href="/examples/pe-software-take-private-request.json.txt">Request</a></div></div>
  <div className="vx-report"><span className="vx-label">Research desks</span><h3>Hyperscaler capex guidance, last three calls</h3><p>How Microsoft, Alphabet, Amazon, Meta and Oracle changed capex guidance across their three most recent earnings calls, with quarterly spend, stated drivers and management's exact words.</p><p className="vx-report-finding"><span className="vx-label">Found</span> Alphabet raised its 2026 capex range twice, from \$175-185B in February to \$195-205B in July. Microsoft's lower figure reflects a lease accounting change, not a spending cut.</p><div className="vx-report-meta"><span className="vx-mode">Heavy</span><span>19 min</span><span>65 sources</span><span>15-row CSV</span></div><div className="vx-report-links"><a href="https://platform.valyu.ai/share/e1e82397-9f10-41fd-a605-3430498ecf50">Open the report</a><a href="/examples/hyperscaler-capex-guidance.csv">CSV</a><a href="/examples/hyperscaler-capex-guidance-request.json.txt">Request</a></div></div>
  <div className="vx-report"><span className="vx-label">Quant and systematic</span><h3>Stripe and Adyen FY2024 payments disclosures</h3><p>Payment volume and group net revenue from two official announcements, with currencies kept separate.</p><div className="vx-report-meta"><span className="vx-mode">Standard</span><span>2 sources</span><span>2-row CSV</span></div><div className="vx-report-links"><a href="https://platform.valyu.ai/share/02f2e58c-8457-4096-8d08-51c5ebf8a160">Open the report</a><a href="/examples/financial-services-payments-diligence.csv">CSV</a><a href="/examples/financial-services-payments-diligence-request.json.txt">Request</a></div></div>
</div>

## Sciences

<div className="vx-reports not-prose">
  <div className="vx-report"><span className="vx-label">Biotech & Pharma</span><h3>GLP-1 drugs in Alzheimer's and Parkinson's disease</h3><p>Randomised, observational and preclinical evidence for semaglutide, liraglutide, exenatide and lixisenatide, where the field disagrees, and a CSV of 24 registered interventional trials.</p><p className="vx-report-finding"><span className="vx-label">Found</span> EVOKE and EVOKE+ randomised 3,808 people and found no difference on CDR-SB at week 104. Observational results flip with the comparator: protective against DPP-4 inhibitors, worse than SGLT2 inhibitors.</p><p className="vx-report-note">Registry statuses are as of October 2026.</p><div className="vx-report-meta"><span className="vx-mode">Max</span><span>41 min</span><span>187 sources</span><span>24-row CSV</span></div><div className="vx-report-links"><a href="https://platform.valyu.ai/share/bd98033e-6a9e-4f0b-bcba-4d4a3ce779c6">Open the report</a><a href="/examples/glp1-neurodegeneration-evidence.csv">CSV</a><a href="/examples/glp1-neurodegeneration-evidence-request.json.txt">Request</a></div></div>
  <div className="vx-report"><span className="vx-label">Chemistry & Materials</span><h3>Sulfide solid-electrolyte conductivity dataset</h3><p>44 room-temperature ionic conductivity values for LGPS-type, argyrodite and thiophosphate electrolytes, each linked to its original paper, with synthesis and measurement conditions.</p><p className="vx-report-finding"><span className="vx-label">Found</span> Sintering alone more than triples conductivity for the same powder: Li6.6P0.4Ge0.6S5I goes from 5.4 mS/cm cold-pressed to 18.4 mS/cm sintered.</p><p className="vx-report-note">Densification and temperature differ between rows, so values aren't directly comparable. The Calpa 2017 DOI should read 10.1039/c7ra09081a.</p><div className="vx-report-meta"><span className="vx-mode">Heavy</span><span>23 min</span><span>61 sources</span><span>44-row CSV</span></div><div className="vx-report-links"><a href="https://platform.valyu.ai/share/e58bb73b-4093-4e77-9a50-ca36f8258967">Open the report</a><a href="/examples/sulfide-electrolyte-conductivity.csv">CSV</a><a href="/examples/sulfide-electrolyte-conductivity-request.json.txt">Request</a></div></div>
  <div className="vx-report"><span className="vx-label">Physics & Engineering</span><h3>Perovskite-silicon tandem efficiency records</h3><p>Efficiency results from 2020 to October 2026 across small-area cells, large-area cells and modules, with area, certifier and evidence class for each record.</p><p className="vx-report-finding"><span className="vx-label">Found</span> The certified record rose from 29.15% in 2020 to 35.2% on a 1 cm² cell. A 261 cm² commercial-size cell reached 34.3%, closing the size gap to 0.9 points.</p><p className="vx-report-note">Rows marked press release only are company claims, not certified table entries.</p><div className="vx-report-meta"><span className="vx-mode">Heavy</span><span>13 min</span><span>105 sources</span><span>37-row CSV</span></div><div className="vx-report-links"><a href="https://platform.valyu.ai/share/c121ae71-42f5-43be-b997-73b87553654e">Open the report</a><a href="/examples/perovskite-silicon-tandem-records.csv">CSV</a><a href="/examples/perovskite-silicon-tandem-records-request.json.txt">Request</a></div></div>
</div>

## How to read them

* **Every claim is cited.** Numbered markers in the report point to the source list, and each CSV row carries its source URL.
* **The files come from the same run.** Each CSV was generated from the research the report describes; nothing was added afterwards.
* **Check before you rely on them.** These show what the API returns for a well-written brief. They're examples, not investment, medical or engineering advice, and a new run may differ as sources change.

## Run one yourself

Open a card's **Request** link, copy the JSON and send it with your key:

```bash theme={null}
curl --fail-with-body https://api.valyu.ai/v1/deepresearch/tasks \
  -H "x-api-key: $VALYU_API_KEY" \
  -H "Content-Type: application/json" \
  -d @request.json
```

Then [poll the task](/guides/deepresearch-quickstart) until it completes and download the files from `deliverables`. To try a cheaper version first, change `mode` to `standard`.

<CardGroup cols={2}>
  <Card title="Run your first research report" icon="flask" href="/guides/deepresearch-quickstart">
    The walkthrough, from brief to CSV.
  </Card>

  <Card title="Browse workflows by team" icon="briefcase" href="/use-cases/finance">
    Runnable recipes for research desks, private equity, biotech and more.
  </Card>
</CardGroup>


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