The chamber will push the idea primarily on social media, believing that Gutierrez's remarks are a two-fold affront. First, to Hispanics overall, but also to all food truck vendors - small business owners - who are believed to number into the thousands nationwide.
"Taco trucks are American small business at it's finest," said Javier Palomarez, the chamber's president and CEO. "Fifty states of taco trucks at polling stations on Election Day would make one hell of a statement about the reality of Hispanic patriotism in America."
Albert Morales, the chamber's vice-president of government affairs, added that having food truck vendors help register new voters is "ideal" because "you have predictable foot traffic in public spaces with people waiting in line. Buried in the taco truck meme, the Clinton campaign has a huge opportunity between now and Election Day to earn iconic credibility at the intersection of Hispanic culture and small businesses."
The USHCC endorsed Clinton's presidential campaign in July - a first for the traditionally non-partisan group.
The Trump campaign hasn't weighed in on Gutierrez's remarks and the Clinton campaign didn't respond to requests for comment about whether it's planning to do anything to pick up on the taco truck meme.
So how many polling sites are there in the United States? Hard to say, since it's a decentralised process. But in 2004, there were 113,754 polling places across the country, according to a report by the US Election Assistance Commission.