Diligence and market data
PitchBook
Private and public market data provider covering companies, funds, deals and investors.
Vendor site: pitchbook.com
What it is
PitchBook is a paid data service for private and public capital markets, offering company, fund, deal and people records.
Who uses it
Investment teams that need a paid reference data source for private market research.
Core capabilities
- Company and fund profiles
- Deal history
- LP and GP data
- Benchmarks
Where it fits in the private capital stack
Reference data layer. Sits alongside a CRM and an execution platform.
Lifecycle coverage
The chart below maps the diligence and market data category against the thirteen stages of the private capital lifecycle, from market research through fund operations. Coverage is based on each vendor's own public description of its product.
One platform, one data layer
Reuben AI covers all thirteen stages below
Market research
PitchBook
Fund structuring & setup
Handled elsewhere in your stack
Fundraising from LPs
Handled elsewhere in your stack
LP onboarding & management
Handled elsewhere in your stack
Pipeline & CRM
Handled elsewhere in your stack
Sourcing & intake
PitchBook
Diligence & deal analysis
PitchBook
IC memos & committees
Handled elsewhere in your stack
Deal execution & closing
Handled elsewhere in your stack
Portfolio & founder management
Handled elsewhere in your stack
Reporting (LP, board, regulatory)
Handled elsewhere in your stack
Governance & compliance
Handled elsewhere in your stack
Fund operations & admin
Handled elsewhere in your stack
What this category is good at
Market and company data providers give breadth: private company profiles, financing histories, comparables and market maps that a single firm could not assemble on its own.
What sits outside it
These are reference sources rather than systems of record. They tell a team what exists in a market; they do not hold the fund's own diligence work, decisions or portfolio data, and they do not carry the fund's mandate.
What teams keep, and what moves
Data subscriptions usually stay. What changes is where the analysis lands: instead of exporting to a spreadsheet, the research feeds the deal record that later produces the memo and the monitoring baseline.
A practical migration sequence
- Keep the data subscription and identify which fields the team actually uses.
- Define the small set of screening fields the fund scores against.
- Land research output on the deal record rather than in per analyst files.
- Retire the intermediate spreadsheets once the record holds the same fields.
Questions worth asking in an evaluation
- Is the provider a reference source or the fund's own system of record?
- How much manual re-entry happens between research and the memo?
- Does the coverage match the fund's geography and stage?
- Who owns the analysis once the analyst who ran it leaves?
When Reuben AI is a better fit
Teams that want reference data to flow directly into calibrated lenses, IC memos and portfolio views without manual copy-paste tend to adopt Reuben AI as the workflow layer on top of any data source.
Audiences
Venture capital, Private equity, Private credit, Allocators and LPs.
Frequently asked questions
- What is PitchBook?
- PitchBook is a paid data service for private and public capital markets, offering company, fund, deal and people records.
- Who uses PitchBook?
- Investment teams that need a paid reference data source for private market research.
- What are alternatives to PitchBook?
- Other platforms in the diligence and market data category include CB Insights, Preqin, Grata, SourceScrub, DiligenceVault. Teams looking to consolidate the full investment workflow into one platform also evaluate Reuben AI.
- How does PitchBook compare to Reuben AI?
- PitchBook focuses on the diligence and market data layer. Reuben AI is the single AI infrastructure across sourcing, diligence, IC memos, portfolio monitoring and LP reporting, applied consistently through a mandate token. Teams that want reference data to flow directly into calibrated lenses, IC memos and portfolio views without manual copy-paste tend to adopt Reuben AI as the workflow layer on top of any data source.
Where to go next
Others in Diligence and market data
Last reviewed: 2026-09-18. This profile is a neutral reference maintained by Reuben AI. If you represent PitchBook and believe anything here is inaccurate, please email hello@goreuben.com.