For VC Analysts

Due diligence that takes hours, delivered in minutes

Your deal flow is growing faster than your team. Probe deploys 16 AI agents to research markets, founders, and competitors across the web and X/Twitter simultaneously—producing structured, cited reports you can use in investment memos and partner meetings.

Where analyst hours disappear

Deal flow research doesn't scale

You see 50+ decks a month. Each one needs market sizing, competitive mapping, founder background, and a view on timing. An analyst can deeply research maybe 3-5 per week. The rest get a surface-level pass or get skipped entirely.

Competitive landscapes are stale within weeks

Markets move. New entrants launch, incumbents pivot, funding rounds close. The competitive landscape you built last month is already out of date, and refreshing it manually means starting from scratch.

Manual market mapping is a time sink

Building a market map means cross-referencing Crunchbase, PitchBook, LinkedIn, company blogs, press releases, and industry reports. It's 4-6 hours of work for a single sector view—and that's before you layer in founder quality or product differentiation.

How Probe accelerates your workflow

Structured reports with citations

Every Probe report follows a structured format: executive summary, key findings, market sentiment, and sources with links. You get a document you can paste directly into a memo or share with partners—not a chat response you need to reformat.

Team sharing and collections

Organize research into collections by deal, sector, or thesis. Share with your team so everyone's working from the same knowledge base. Add context prompts to collections so subsequent queries build on prior findings.

Web + X/Twitter for signal beyond databases

PitchBook and Crunchbase give you the numbers. Probe gives you the narrative. What are industry practitioners saying on X? How is a founder perceived by their community? Which competitors are gaining organic traction vs. manufactured hype? This is the qualitative layer that databases miss.

Export to DOCX, PDF, or XLSX

Export any report directly to the format your team uses. DOCX for investment memos, PDF for LP updates, XLSX for data extraction. Branded and formatted, ready to share.

Scheduled research for portfolio monitoring

Set up recurring research automations within collections. Get weekly competitive updates, founder activity tracking, or market sentiment reports delivered automatically—so portfolio monitoring doesn't require manual work.

Queries analysts actually run

Market Map: Map the AI code review space: key players, funding history, product differentiation, pricing models, and which teams have the strongest technical reputation.
Founder Research: Background on [founder name] — career history, previous ventures, exits, investor relationships, public reputation, and what their community says about them on X.
Competitive Analysis: Compare [company A] vs [company B] vs [company C] in the embedded finance space. Product capabilities, go-to-market approach, traction signals, and recent funding.
Sector Thesis: What are the strongest arguments for and against investing in vertical SaaS for construction in 2026? Include market size, regulatory tailwinds, and notable bears.
Deal Quick Screen: Quick screen on [company name]: what do they do, who are the founders, how much have they raised, and are there any red flags in public coverage or social discussion?

Built for teams

Shared billing— One team balance, no individual expense reports. Top up with team packs ($250–$1,000) with bonus credits up to 50%.

Role-based access— Owner, admin, and member roles. Admins manage billing and API keys. Members research and collaborate.

Shared collections— Team-visible research collections with context prompts, so new queries build on institutional knowledge.

API access— Programmatic research via API for integrating Probe into your existing deal flow tools and internal dashboards.

Annotations— Add paragraph-level comments to any report. Flag questions for partners, highlight key findings, or tag action items for the team.

Pricing that scales with your deal flow

Quick Research$0.50

Fast deal screens and quick founder lookups. Good for initial triage.

Deep Research$2.00

Competitive analysis, sector mapping, and structured market reports.

Deep Research+$5.00

Full due diligence with maximum depth. 16 agents, highest reasoning, comprehensive sourcing. The tier for investment memos.

Team packs:$250 (+$75 bonus), $500 (+$200 bonus), $1,000 (+$500 bonus). No subscriptions—credit never expires.

Start with $5 in free credits—enough for one full Deep Research+ report. No credit card required. Team plans available when you're ready.