How we work
Editorial Standards & Corrections Policy
This page explains how Value Add VC and Value Add Pulse are made: where our numbers come from, how we check facts, how we correct mistakes, and how partnerships work. It applies to everything published on this site.
Who we are
Value Add VC is an independent venture capital and technology data site covering tech, VC, IPO, and AI markets — news, private-company financials, fund benchmarks, and original data dashboards. Value Add Pulse is our real-time news desk, publishing several times a day. Both are owned and run by Trace Cohen (@Trace_Cohen), the editor-in-chief — a 3x founder and early-stage investor who has spent his career in the numbers this site reports on.
Sourcing
Every figure we publish — valuations, ARR, round sizes, fund returns, capex guidance — is expected to trace to a primary or named source: SEC filings, earnings calls, company statements, or original reporting by outlets we cite and link. Pulse stories always name and link the outlet that broke the news. When a figure is an estimate or a range, we say so in the text.
We never fabricate quotes. Opinion and analysis are labeled as such — you will see them as “The VC Read” on Pulse stories and as “Value Add Pulse Analysis” pieces on slow news days. Headlines are written here, never copied from sources.
“The VC Read” is analysis, and it is labeled as such. It is built from the story’s cited sources under the standards on this page.
How we check facts before and after publishing
Automated checks run before anything is published. For stories that state a funding or IPO amount, a source check opens the cited source and, when the source can be opened, confirms the stated amount and date against it. Lint and quality gates then check each draft, for example that it links its outside sources and that its dates agree.
After publication, an independent research agent, separate from the systems that draft our stories, fact-checks new Pulse stories and blog posts against their sources several times a day.
When a source contradicts what we published, we correct the page and add a dated correction note to it, under the corrections policy below. Readers can report errors to t@nyvp.com.
Corrections policy
When we get a material fact or number wrong, we correct it in-place on the original page and update its timestamp. For substantive errors — anything that changes the meaning of a story or a conclusion — we note the correction in the text rather than silently editing it away.
Spotted an error? Email t@nyvp.com with the page URL and what you believe is wrong. Reports are typically reviewed within 24 hours.
Independence & partnerships
Value Add VC is independently owned, and paid partner content is always labeled Partner. Partners get no influence over editorial coverage: no story approval and no say in a number, a conclusion, or a ranking position. The one exception is a partner's own labeled partner pages: the partner may review them for accuracy and suggest wording before they publish, and we verify every claim and make the final edit. Payment never buys or improves a numbered rank: paid partners are never moved up a ranked list. A partner appears in a ranked list only at the position the list's own criteria give it, labeled Partner. Some pages, such as our recommended tools reviews, contain affiliate links that may earn us a commission; those links, and every link to a paid partner, are marked as paid links for search engines and never change what we recommend or how we rank it. Nothing on this site is investment advice.
How we verify company and investor data
Company and investor intelligence pages (/companies, /vc and the Pulse company hubs) draw every figure from one canonical data store. Each figure carries its own as-of date and source, and is labelled Reported (a source states it), Estimated, Derived (computed from other facts) or Rumored (in talks or unconfirmed). Rumors are never shown as the current value. History is kept rather than overwritten, and when two sources disagree for the same period the figure is withheld from the headline until reviewed. Sources are graded primary/official, major outlet, research database, or Value Add VC’s own research — the grade is metadata for you to judge, not proof. Anything wrong or stale: use the “Suggest a correction” link on the page; corrections are checked against primary sources before a page changes.
How we assess tools
Tool pages under /tools are written from vendor documentation, published pricing, public filings and funding data, and feedback from founders and operators in our network. Where a page describes a workflow or outcome, it reflects that research — not a controlled test — unless the page says otherwise. We do not publish star ratings or aggregate scores in structured data unless they are real, visible on the page, and their source is stated. Pricing and plan names are re-checked when a page shows a “Facts checked” date; if a page has no date, treat its pricing as indicative and confirm on the vendor’s site.