Analyst upgrades typically lead to a positive short-term reaction in the stock market as they suggest a better-than-previously-expected performance and outlook for the company. Given that this is a direct upgrade from Neutral to Buy, it implies a significant change in sentiment towards ACV Auctions, which could encourage investors to buy shares.