How this started
"I saw someone on TikTok claiming you could make money from government contracts. I didn't believe them. So I tested it properly."
The claim keeps circulating: when a small listed company wins a government contract, the stock moves. It sounds plausible. It also sounds like the kind of thing that gets repeated because it sounds right, not because anyone has actually tested it.
So I ran the experiment. Four years of public procurement data — USASpending.gov for the US, Contracts Finder for the UK. Matched supplier names to stock tickers. Applied a standard event study methodology: market model, 120-day estimation window, cumulative abnormal returns calculated for each contract award date.
Six hypotheses tested. Two confirmed. The rest — NHS contracts, Canadian federal procurement, SBIR grants, UK seasonal gates — failed to produce a reliable pattern. The two that passed did so consistently, at multiple thresholds, across 280+ events.
The finding held up. ContractPulse is the product built on that research.