How can an angel distinguish references from independent evidence for a pre-revenue B2B SaaS startup?

Distinguish a source's direct observation from their opinion, inference, or relationship with the company. References can be informative and biased at the same time. Important claims deserve a provenance trail and, where feasible, corroboration.

Start with the decision

For each claim, record the source, relationship, date, actual observation, and available supporting record. Seek permission before sharing private statements. Preserve contradictions instead of selecting only the reference that supports the preferred decision.

The illustrative scenario

This is an educational workbook. The company or fund and all numerical inputs below are fictional. They are not ADIN results, customer claims, market benchmarks, or a forecast.

The fictional company is testing a reporting tool with three operations teams. Users attend demos, but no recurring contract is signed. The founder wants financing to complete integrations and test a repeatable sale.

A pilot conversation, active usage, an invoice, and a recurring commitment describe different evidence. Treat projected sales as assumptions and ask which milestone financing can realistically support.

Turn the scenario into an evidence decision

Consider a review of a pre-revenue B2B SaaS startup in which a confident explanation arrives before the supporting records. Start with the first question in the table. Write down what an answer would change: the next interview, the experiment's scope, a request for specialist review, or a decision to wait. A question without a consequence can produce a longer document while adding little understanding.

Next, inspect the record named in the table and record its date, owner, permission boundary, and limitations. Review permissioned pilot notes, usage records, customer references, and a dated cash forecast. Clarify what is confirmed by the customer rather than inferred by the founder. If the record contradicts the explanation, preserve both accounts and ask which definition, period, or workflow differs. Do not silently select the version that makes the opportunity look strongest.

Finish with a conditional statement: if the specified evidence supports the claim under these conditions, take the named next step; otherwise investigate the unresolved question. Source quality depends on relevance and independence as well as reputation. A detailed firsthand account can answer a narrow question while remaining insufficient to support a broader claim about the company. This worked exercise is about the decision process. It does not assert that a fictional company has met a real diligence standard or that a template can authorize an investment.

Use this worksheet

Answer the questions with a source, date, owner, and next action. Mark an unknown as unknown. Use public or permissioned information and involve a qualified specialist when a question requires expertise beyond the team’s competence.

1. What was directly observed?
2. When was it observed?
3. What relationship exists?
4. Can a record corroborate it?
5. Which source disagrees?

Questions specific to this scenario

• Who owns the customer's budget?
• What milestone comes before the next raise?
• Which projection has independent support?

Review permissioned pilot notes, usage records, customer references, and a dated cash forecast. Clarify what is confirmed by the customer rather than inferred by the founder.

A concrete next test

Ask a pilot participant to describe the last time the reporting problem occurred and the next approval needed for a purchase. Compare that account with the founder's pipeline stage. Record an explicit unresolved step rather than interpreting meeting attendance as contract intent.

Interpret the result

Source quality depends on relevance and independence as well as reputation. A detailed firsthand account can answer a narrow question while remaining insufficient to support a broader claim about the company.

Compare the current evidence with the specific next milestone. An attractive market story does not establish that this team can reach its buyer.

Sources and method

These primary resources provide background for the concepts. The fictional scenario, calculations, and worksheet are ADIN educational examples; the sources do not report or validate those invented results. Reviewed October 11, 2026.

• Angel Capital Association: Knowledge Center
• Investor.gov: Private Equity Funds