You have more programs than you think
San Diego first-time buyers can often use FHA, conventional 3% down, VA (if eligible), and local down-payment assistance depending on income and census tract. The constraint is usually monthly payment and reserves, not a single magic product.
A letter that says 'pre-qualified' is not the same as a broker pre-approval with conditions listed. In multiple-offer situations, that difference is the offer.