Understands the task, not just the file
The Agent compares positioning, product, pricing, customers, and recent signals against the same questions for every company.
Make competitor decisions with traceable evidence
Name the competitors and the question you need answered. The Vecbase Agent compares current sources, separates facts from inference, and produces a cited report.
Vecbase 1.0 Lite
- 1Add file
- 2Describe
- 3Submit
How it works
- 1
Add the useful context
List the companies, market, and question you want to compare. You can also attach your existing notes or evaluation criteria.
- 2
Work with the Agent
The Agent compares positioning, product, pricing, customers, and recent signals against the same questions for every company.
- 3
Review the deliverable
Download a cited comparison report with a clear summary, matrix, source list, and implications for your next decision.
A real deliverable, ready to inspect
Open the complete file or browse the key pages below.
Open complete file
What makes the result useful
Keeps the evidence visible
Material claims include a source URL and access date. Facts, interpretation, and unavailable information are kept distinct.
Delivers something you can use
Download a cited comparison report with a clear summary, matrix, source list, and implications for your next decision.
Questions before you start
What can I provide for competitor analysis?
List the companies, market, and question you want to compare. You can also attach your existing notes or evaluation criteria.
How does the Agent handle competitor analysis?
The Agent compares positioning, product, pricing, customers, and recent signals against the same questions for every company.
How is the competitor analysis result checked?
Material claims include a source URL and access date. Facts, interpretation, and unavailable information are kept distinct.
Can I revise the competitor analysis result?
Yes. Continue in the same conversation to change the focus, wording, scope, or format. Download a cited comparison report with a clear summary, matrix, source list, and implications for your next decision.
Related tools
Continue with the next task without moving files between separate products.
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Data analysis
Upload Excel or CSV. Vecbase validates fields and calculations, then creates a PDF report with KPI cards, charts, source-backed findings, and next actions.
Literature review
Upload the papers you want reviewed. Vecbase compares methods, evidence, disagreements, and gaps, then produces a structured synthesis with citations you can verify.
Vecbase
Ready to use your own material?
Add your material, choose the result, and let Vecbase handle the rest.