# Which investor signals actually justify outreach? Distinguish a reason to contact an investor from a reason to compliment them. Use signals that change relevance, timing, or your next question. Source: https://12inf.ai/resources/signals-before-outreach Updated: 2026-10-14 “Congratulations on your latest investment” is not a reason your company belongs in someone's inbox. It may be polite, but the same sentence can introduce almost any startup. Useful outreach research changes one of three decisions: whom you contact, when you contact them, or what you ask. Before adding a signal to your message, remove it mentally. Would the same investor still be equally relevant, at the same time, for the same reason? If yes, the signal is probably decoration. Keep it out unless it makes the note clearer. ## Separate fit, timing, and conversation signals A fit signal concerns what the investor can plausibly back: a current thesis, an explicitly relevant investment, or a stated stage and geographic mandate. It belongs in the candidate decision. A timing signal changes whether contacting them now makes sense: a direct invitation to submit companies in your category, a confirmed change in mandate, or your own newly achieved milestone. A fund announcement alone does not tell you how much deployable capital remains. A conversation signal gives you a focused question: an investor's argument about buyer behavior that your evidence supports or challenges. It need not prove fit. It must be accurately attributed. Bessemer describes investment roadmaps grounded in partner research. An authored roadmap can therefore help explain a possible intellectual connection; it is not proof that its author will fund your particular business. [Bessemer on its operating model](https://www.bvp.com/atlas/inside-bessemers-operating-model). Use the [VC activity checks and three-line confirmation message](/resources/how-to-tell-if-a-vc-is-actively-investing) to distinguish a new investment from a follow-on or exit before citing it in outreach. ## Make a signal card, not a praise paragraph For each candidate, write six short fields: - Claim: what the source actually establishes. - Source: the direct page or supplied document, not a search-result summary. - Dates: when it was published and when you checked it. - Scope: firm, individual, a particular strategy, or one historical transaction. - Implication: how this changes the contact decision. - Boundary: what you still cannot infer. For example, a portfolio announcement can establish participation in a financing. Unless it says more, it does not establish check size, decision ownership, a lead role, or willingness to back direct competitors. [Current thesis fit](/resources/find-current-thesis-fit) helps separate those questions. Give disputed facts their own row. Do not blend a current restrictive mandate with an old broad thesis and call the combination a strong fit. Use the [investor evidence scorecard](/resources/investor-evidence-scorecard) when several sources disagree. ## Worked example: useful evidence without flattery This is a fictional example. BridgeMeter sells invoice-reconciliation software to small freight brokers. It has three paid pilots and is seeking a seed investor. The founders collect three items about fictional Stonefield Capital. A partner spoke at a generic AI conference. The firm published an operations-software thesis naming fragmented logistics workflows. A portfolio company raised a follow-on round last month. The conference is too broad to justify targeting. The thesis supports a specific fit hypothesis. The follow-on is not evidence of a new investment in the category. The first note can explain the workflow connection and report three paid pilots; it should not claim Stonefield is “actively leading new logistics seed rounds.” If the thesis instead excludes businesses serving small operators, the decision changes. A polished personalization sentence cannot overcome that mismatch. Move the firm out of the first outreach group or ask a narrow clarification before pitching. ## Your own signal matters too Investor news cannot substitute for a coherent update about the company. Write one sentence containing a dated change: a launched product, completed technical validation, observed customer behavior, or a commercial result. Distinguish contracted revenue from a pipeline, pilots from customers, and customer enthusiasm from measured retention. Harris recommends relevant recipient research and informative progress. [YC's conversation with Aaron Harris](https://www.ycombinator.com/blog/aaron-harris-on-fundraising-and-meeting-with-investors). NFX distinguishes preparation from an active fundraising campaign. [NFX on fundraising seasons](https://www.nfx.com/post/fundraising-seasons). ## Keep the first message narrower than the research Research may produce ten relevant observations. The note usually needs one supported connection, one clear company description, and one honest ask. Do not paste the whole signal card into the email. When a source is missing, omit the personalization rather than manufacture it. A direct message without a custom compliment can still explain a genuine category fit. Use [from shortlist to conversation](/resources/from-shortlist-to-conversation) to turn the card into a draft. Start with a [Find investors for your startup](/try), then review and save candidates. The brief and search help organize the problem; you remain responsible for checking current evidence before outreach. Neither a matching label nor an AI-written sentence is an endorsement from the investor.