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
- 1List the competitors to research
- 2Describe the result
- 3Submit
Three steps to a finished result
- 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.
Why the result is easier to use
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
Keep working with the same material without moving it between separate products.
Price monitor
Monitor competitor prices from product URLs and selected fields. Vecbase records public prices with source links and timestamps, explains changes, and builds a comparable history.
Data analysis
Run data analysis on Excel or CSV. Vecbase checks fields and calculations, then creates a PDF report with KPI cards, charts, sourced 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 start competitor research?
For competitor research, add company names, research questions, or existing notes, explain what matters, and let the Vecbase Agent prepare a sourced competitor report you can review and refine.