The announcement of a non-binding letter of intent typically suggests preliminary steps towards a merger or acquisition, which can lead to positive market speculation about the company's future growth and synergies. However, since the agreement is non-binding, there is still uncertainty until a definitive agreement is reached. The exchange of 1.5 million shares indicates a significant transaction, which could have a positive impact on the stock price in the short term due to investor optimism.