How PE funds use external data for deal sourcing and diligence
Stop building one-off comparison decks. Sync market data from Sensor Tower, S&P, and Crunchbase into one place and ask Claude about any company.
Your investment team spends hours every week pulling data from Crunchbase, S&P, app store rankings, and platform analytics, just to evaluate whether a company is worth a second look. The data exists. It's just scattered across a dozen external sources with no unified way to query it.
The problem
PE and VC funds live on external data. Deal sourcing means scanning market signals: app store ratings, platform revenue estimates, public financials, web traffic trends. Due diligence means cross-referencing those signals against each other. Is this company's growth real? How does it compare to others in the space?
Today, analysts copy data from multiple platforms into spreadsheets, build one-off comparisons, and email them around. By the time the deck reaches a partner, the data is stale and the context is gone.
The setup
No warehouse. No ETL pipelines. Connect each data source directly to Contextflo and query across all of them from Claude. Instead of logging into Sensor Tower, then Crunchbase, then SimilarWeb, then building a spreadsheet. Just ask.
What you can now ask
“Which consumer apps in our pipeline have the fastest-growing app store ratings over the last 6 months?”
“Compare the revenue growth estimates from Sensor Tower for these 5 companies against their last reported ARR.”
“Show me all companies in our deal pipeline that operate in categories where S&P shows above-average growth.”
“What's the web traffic trend for Company X over the last year, and how does it compare to their top 3 competitors?”
From spreadsheet diligence to live intelligence
The shift is from static snapshots to live queries. Instead of an analyst building a one-time comparison deck, anyone on the deal team can ask Claude about market signals in real time. The data updates continuously. The questions are always new.
One of our customers (a PE fund) has a director who now queries deal data across multiple external sources without writing SQL. They connected their sources and started asking. No more logging into five dashboards to build one view.