A conference pitch is a screening conversation, not an investment case. Use the meeting to establish who has the problem, how urgently customers need a solution, what evidence of demand exists, why this team can execute, and what financing is being offered. Record specific claims and promised evidence, then verify them after the event before deciding.
The most reliable sequence is: customer and problem first, then product and competition, market access, traction and economics, team, financing terms, and finally legal and portfolio fit. A polished demo or large market statistic can earn a follow-up meeting; it cannot establish valuation, ownership, or a likely exit.
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What a conference meeting can—and cannot—tell you
Technology conferences compress a startup story into a few minutes. That format is useful for finding companies worth investigating, but it rewards clarity and presentation more than it proves commercial performance. Treat the conversation as a filter for follow-up, not as a substitute for diligence.
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Ask the founder for permission to follow up and agree on the next information to review. During or immediately after the conversation, write down the exact claims, figures, dates and documents promised. Your notes should distinguish what is already paid or signed from what is forecast. The distinction prevents enthusiasm from becoming an accidental investment thesis.
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Later diligence should validate the business plan, management team, market opportunity and amount of funding required. Angel groups vary in process and timing; their published descriptions are useful process guidance, not a guarantee that an individual company will be funded. The Angel Capital Association explains this process at angelcapitalassociation.org/faqs-angel-invest.
Two official reminders are particularly useful. A UK Government investor-pitch template says, “Ideas are easy to pitch; evidence is harder to dispute” (official template). Its readiness checklist uses the shorter warning, “Investors want proof, not promises” (official checklist).
Run a disciplined screen at the booth or pitch session
1. Identify the customer and the painful problem
Start with the buyer, not the technology. Ask who experiences the problem, how often it occurs, what it costs in money, time, risk or lost revenue, and who has authority to purchase a remedy. Then ask what customers do today. The incumbent may be a competitor, an internal process, a spreadsheet, or simply tolerating the problem.
Probe urgency: is the product essential to an existing workflow, or merely an interesting improvement? Ask what measurable outcome a customer receives and how that outcome is observed. Request the basis for the founder’s description of customer pain—interviews, usage data, paid tests, service tickets or another form of user research. The UK Government pitch template recommends connecting the problem and solution to user or market research rather than presenting unsupported assertions.
2. Understand the product and its differentiation
Ask for a concise explanation or demonstration of what the product does, who uses it, how it is delivered and how the company gets paid. A demo should clarify the customer job, not hide an unclear business model behind novel engineering.
Ask which alternatives customers consider and why they would switch. Look for a focused advantage: a better measurable result, lower total cost, faster deployment, or access to a segment others cannot serve. Possible defenses include intellectual property, cost advantages, switching costs and regulatory barriers. Treat each as a hypothesis until company records, customer references or technical review support it. A feature list or difficult-to-copy prototype is not automatically a durable business.
3. Test the market from the bottom up
Ask the founder to define the first reachable customer segment, not just the largest theoretical market. Who is the initial buyer? How is that buyer reached? What is the sales cycle, price point and expected sales capacity? A credible plan should connect the number of target customers, price, conversion assumptions and the people or channels available to sell.
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Request the basis for total addressable market (TAM), serviceable available market (SAM) and serviceable obtainable market (SOM). Record the source, date and assumptions behind each figure. Reconcile the claimed market with the number of customers the company could realistically contact and serve. A very large TAM with no defined niche or customer-acquisition route is a presentation statistic, not proof of opportunity. The UK Government’s pitch template and readiness checklist both call for defensible sizing and a focused go-to-market plan.
4. Separate traction from enthusiasm
Ask for the latest dated figures and label each one. Useful evidence can include signed contracts or purchase orders, paid pilots, dated letters of intent, partner commitments, revenue trends, repeat usage, retention, engagement and a pipeline listing expected value and close dates.
For every item, ask whether it is paid, contractually committed, merely a non-binding indication, or a forecast. Ask how revenue is recognized, what it costs to serve a customer, how many customers renew or remain active, and which assumption would most damage the plan if it proved wrong. A large pipeline is weaker evidence when opportunities have no dates, owners or documented buying process. The readiness checklist at gov.uk lists contracts, paid pilots, letters of intent, revenue trends, retention or engagement metrics, and time-bound pipeline data as examples of evidence-backed traction.
5. Assess execution capacity and integrity
Map responsibility for product, sales, operations, compliance and financial control. Ask what each founder has already built, sold or managed, and which skills are missing. Relevant experience is more useful when paired with a specific accomplishment and a reference who can confirm it.
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1Repair Windows errors before they cause bigger problems2Fix the driver behind crashes, sound loss and screen glitches3Clear out junk files and repair common Windows errorsObserve how the team handles uncomfortable questions. Do founders separate known results from projections, acknowledge weaknesses and explain who owns the next action? Integrity and complementary skills matter because early companies have little organizational slack. Ask which hires or advisers are critical to the next milestone and whether the budget includes them. The Angel Capital Association identifies a strong management team with experience and proven skills as a common angel-group criterion (ACA guidance).
6. Clarify the raise and your fit
Ask how much the company is raising, how much is already committed, what instrument is proposed, how proceeds map to milestones, and when the money is expected to run out. Request the specific milestone this round should achieve—such as a defined number of paying customers, a regulatory submission or a production release—rather than a general promise to “scale.”
Consider whether the opportunity fits your own risk capacity, time horizon, expertise and portfolio concentration. Your ability to help with hiring, distribution or technical advice may be valuable, but it does not remove the possibility of total loss. The U.S. Securities and Exchange Commission notes that angel deals commonly use convertible debt or equity and that investors may syndicate; venture funds often invest through equity and operate on a longer fund lifecycle. Those are general patterns, not terms for this particular company (SEC early-stage investor guidance).
Use the same evidence grid for every startup
When several companies approach you at one event, compare them on the same axes. Do not let the best stage presentation become a proxy for the best investment. Capture evidence and unresolved questions side by side.
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|---|---|---|
| Customer evidence | Urgency, buyer clarity, willingness to pay and measurable benefit | Customer references, paid agreements, usage or renewal data |
| Market access | Initial niche, buying process, sales cycle and realistic route to customers | Market-sizing sources, pipeline details and go-to-market assumptions |
| Team execution | Relevant experience, complementary skills, integrity and ability to recruit | Founder résumés, references, role ownership and hiring plan |
| Product and defensibility | Customer value, alternatives, differentiation and barriers to copying | Product materials, technical explanation, IP records and customer switching evidence |
| Traction and economics | Paid evidence, repeat use, revenue quality, retention, margins and pipeline conversion | Dated financials, cohort or retention data, contracts and pipeline report |
| Capital and terms | Amount sought, use of proceeds, valuation or conversion terms, dilution and future funding needs | Term sheet or note, capitalization table and financing plan |
| Risk and liquidity | Technical, market, regulatory and execution risks; plausible liquidity paths and timing | Risk register, compliance materials and assumptions about future financing or exit |
There is no universally validated weighting for these categories. Stage and sector change what counts as persuasive evidence: a pre-revenue hardware company may have engineering and pilot evidence, while a software company may have retention and revenue cohorts. Explain the trade-off instead of applying an apparently precise score that the underlying evidence cannot support. The ACA, UK Government checklist and SEC guidance all emphasize evaluation without prescribing a universal numerical formula.
Questions that produce usable answers
Use short, specific prompts rather than inviting another rehearsed presentation. The following sequence fits a first conversation and leaves a clear record for follow-up:
- Customer: “Who is the first paying customer segment, and who signs the purchase?”
- Problem: “What do those customers do today, and what measurable cost or risk makes them change?”
- Product: “Can you show the workflow from deployment to the customer’s result?”
- Competition: “What alternatives were considered, and why did a customer switch or decline to switch?”
- Market: “How did you calculate TAM, SAM and SOM, and which assumptions are most uncertain?”
- Traction: “Which customers have paid, signed, renewed or committed, and what are the dates and amounts?”
- Economics: “What does it cost to acquire and serve a customer, and what retention or margin evidence do you have?”
- Team: “Who owns product, sales, operations and finance, and what capability must be hired next?”
- Financing: “How much are you raising, on what instrument, with how much committed, and which milestone will this round fund?”
- Follow-up: “May I review the dated materials and speak with a customer or partner?”
A refusal to share confidential details at a public booth is not itself a disqualifier. Ask what can be shared under a confidentiality agreement and whether the founder can provide an appropriately redacted version. The important test is whether material claims can eventually be checked.
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After the conference: a verification process
Step 1: Freeze the conversation in writing
Within a day, record the founder’s name and role, company identity, date of meeting, claims made, figures quoted, documents promised and your own unanswered questions. Mark each statement as observed, documented, third-party reported or unverified. This prevents memory and social momentum from filling gaps.
Step 2: Reconcile company materials with dated performance
Request a concise data room or document set appropriate to the stage. Compare the pitch with revenue by period, customer list, contract status, retention or engagement, pipeline dates and financial assumptions. Investigate differences rather than assuming either version is correct. Ask who prepared each report and what accounting definition is being used.
Step 3: Test the market independently
Speak with customers, former prospects, channel partners or knowledgeable industry participants who are not selected solely for praise. Verify that the problem is urgent, the buyer is correctly identified and the purchasing process works as described. Check competitor and alternative-solution claims against customer experience, not only the founder’s comparison slide.
Step 4: Verify the team and ownership
Conduct references for founders and key executives, including at least one person who worked with them previously. Review the company’s legal entity, capitalization table, issued shares, options, prior financings and any promised rights. Confirm who owns relevant intellectual property and whether contractors or universities have claims. Material litigation, employment disputes or regulatory obligations should be surfaced for qualified advisers.
Step 5: Stress-test the financial plan and use of proceeds
Rebuild the cash runway from the proposed raise, current cash, monthly burn and hiring plan. Identify the assumptions that drive revenue, gross margin, customer acquisition and timing. Ask what happens if the next round is delayed, a pilot does not convert or a major customer churns. The purpose is not to demand a perfect forecast; it is to understand how much capital is required before the next evidence-bearing milestone.
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Review the proposed equity, convertible note or other instrument with qualified legal and financial advisers where appropriate. Clarify valuation or valuation-cap mechanics, discount, interest, maturity, conversion triggers, liquidation preference, pro-rata rights, information rights, voting provisions, dilution and fees. Confirm whether the documents match what the founder described verbally. A conference conversation does not establish a valuation or guarantee an exit.
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Step 7: Make a portfolio decision
Decide among investing, requesting more evidence, joining a later round or declining. Waiting is a legitimate decision when a material claim cannot yet be verified. If you proceed, document the investment thesis, the evidence that would invalidate it, position size, follow-on policy and expected holding period before signing.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Valuation, liquidity and regulatory limits
Early-stage valuation is inherently uncertain because the company may depend on a new product finding a market. Private companies generally provide less standardized public reporting than listed companies, and there may be no active secondary market for your shares. Model the possibility that the investment becomes illiquid for years or loses all value rather than relying on a headline exit scenario. The SEC discusses these risks in its early-stage investor material and in a filing risk discussion at sec.gov/Archives/edgar/data/1684984/000168498417000002/formc.pdf.
Offering rules, investor-eligibility tests, disclosure obligations and tax treatment depend on the jurisdiction, deal structure and facts. SEC material is primarily relevant to U.S. transactions; the pitch and readiness documents cited above are UK Government guidance and do not replace local law. Obtain advice for the country in which the issuer, investor and offering are located. Do not infer legality or eligibility from a conference badge, online pitch deck or another investor’s participation.
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What published screening statistics do—and do not—mean
The Angel Capital Association describes a process in which roughly 10% to 25% of applicants reach an angel-group screening stage and roughly 25% to 50% of companies reaching due diligence are funded. These are the association’s general process figures, not a current industry-wide rate or a forecast for a particular startup. Groups differ in selection criteria, stage, geography and timing.
The ACA page also reports a historical survey dated February 22, 2008, with 82 responses: 31 groups (37.8%) said they charged fees and 51 (62.2%) said they did not. That survey is a historical description, not a current fee benchmark. Ask any group or syndicate directly about present membership, diligence or transaction charges.
For scale, the SEC says angels invested more than $17.9 billion in early-stage companies in 2024; the SEC page was last reviewed or updated April 24, 2026. It also reports venture-capital investment rising from approximately $164 billion in 2023 to approximately $215 billion in 2024. These aggregate figures show that capital is active, not that any one conference company is investable or that an exit is probable.
A conference note sheet you can reuse
| Field | Write down before leaving |
|---|---|
| Company and contact | Legal or trading name if provided, founder, role, email and follow-up permission |
| Customer and problem | First buyer, current workaround, urgency and measurable benefit |
| Product and alternatives | What was demonstrated, deployment model, price or revenue model, named alternatives |
| Evidence | Paid, signed, letter of intent, usage, revenue or forecast; amount and date for each |
| Market and sales | Initial niche, acquisition channel, sales cycle, TAM/SAM/SOM sources |
| Team | Relevant accomplishments, role gaps, planned hires and references to request |
| Financing | Amount sought, committed amount, instrument, use of proceeds and milestone |
| Open questions | Claims requiring documents, customer calls, technical review or legal advice |
Send a short written recap to the founder, correcting factual misunderstandings while the meeting is fresh. A clean record makes later diligence faster and reveals whether both sides understood the same opportunity.
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For broader angel-investing theory rather than a conference checklist, the Angel Capital Association lists Angel Investing: Matching Start-up Funds with Start-up Companies by Mark Van Osnabrugge and Robert Robinson as a further information source (ACA resource list). The current edition, availability and price are not established here, so treat it as optional background reading.
When to stop
Stop the process when a founder cannot substantiate a material claim after a reasonable request, when ownership or financing documents do not reconcile, when customer evidence contradicts the stated problem, or when the terms exceed your risk and portfolio limits. A respectful decline preserves time and capital for opportunities whose evidence, people and terms you can understand. A conference creates access; disciplined verification determines whether that access deserves an investment.
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