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Research a company, organize the evidence, and build a page around your findings.
Give your agents a company monitoring dataset built to help you grow. Track competitors, understand their strategies, and find opportunities for your own business.
Source-linked company intelligence. Connected to the agents you use.
01 / Explore a real research snapshot
Cal AI · calai.app
Research captured October 31, 2026
How did Cal AI grow? Show me the evidence and the plays worth adapting.
A creator-led acquisition story, with paid media and a carefully designed conversion flow. Explore the research behind that interpretation.
Hover or tap the line to see a month’s estimate. Icons mark 19 research events within this date range. DataForSEO estimates, Oct 2024–Oct 2026. This is web search traffic, not app downloads or revenue. Events provide context; they do not establish causation.
Historical events from this research snapshot, Monday–Friday only. Some historical dates are approximate. This is not a live activity feed.
This example uses the Cal AI teardown exported October 31, 2026: 25 monthly search estimates, 23 historical moves, and ten researched plays. “Reported” preserves claims found in the research; “Interpretation” identifies an inference. Some historical event dates are approximate. Counts and third-party pages can change after the snapshot.
Source links point to the original references retained in the export. General provider references identify the data provider, not a public record of the observation. No new scan runs when you interact with this preview.
Download the case-study data ↗The same Growth Data cards, shown in illustrative host layouts. Rendering depends on your client and workflow.
02 / Monitor competitors. Grow your business.
Give your agents company profiles, growth timelines, and dated signals in one dataset. Follow the sources behind campaigns, content, and product decisions.
Monitor companies daily, weekly, or monthly. Ask your agents what changed and which moves deserve a closer look.
Use the evidence to find gaps in your market, sharpen your positioning, and design growth experiments for your business.
03 / Bring Growth Data into your workspace
Connect Growth Data to your preferred agent and start monitoring the companies that matter to your business.
Research a company, organize the evidence, and build a page around your findings.
Work through the sources, then shape a focused artifact or research dashboard.
Bring company context into your conversations and bot research workflow.
https://growthdata.dev/mcp
Account access and workspace permissions apply. Connecting the MCP makes data tools available; a card preview is not an automatic native UI installation.