I sold "healthy snacks" online for two years. Half of them were legally candy.
A CPG founder I know spent eight months building her snack brand. Oat-based bars. Clean ingredients. When she set up her sales tax configuration, she marked everything as "food."
Exempt in most states. Made sense to her.
A state auditor eventually disagreed. Several of her products, the ones without flour as a primary ingredient, were legally classified as candy. She'd been under-collecting for two years and had to absorb the difference herself.
This is not a rare story.
Most founders assume food is either taxed or it isn't. The real answer is: it depends on the type of food, the state, and sometimes the package size.
Texas taxes the same chips differently depending on whether you sell the individual bag or the family size. California exempts groceries but taxes everything you sell once 80% of your revenue comes from ready-to-eat items.
Illinois just eliminated its state grocery tax in 2026 but let municipalities add their own, which most did immediately.
Of the 45 states with a sales tax, 13 still tax groceries at the state level. The trend is toward elimination, but local taxes keep filling the gap. A state exemption does not mean a local exemption.
The fastest gut check for any snack or bar product: does it contain flour? If yes, most states treat it as food. If no, most states treat it as candy. Same shelf. Different tax code.
If you sell food online and you're not certain your configuration is current, it's worth checking before a state does it for you.
This is strong because it makes sales tax feel concrete instead of abstract.
The snack/candy example does something most compliance content misses: it gives the founder a specific mistake they can imagine making.
The part I’d test is the conversion step after the story.
Right now the post teaches the risk well, but the next action could be sharper. A CPG founder reading this should immediately think, “I should check whether my products are configured correctly.”
So the useful lead path might be less “learn about grocery tax rules” and more:
“Send us 3 SKUs and the states you sell into, and we’ll flag the obvious classification risks.”
That turns the content from education into a low-friction compliance check. Much easier first step than asking someone to book a full tax conversation.