Controlling thickness
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Decide how thick the sauce is before you choose the bottle, because the bottle cannot be changed afterwards and the thickness can.
Thickness is a packaging decision
A thin pourable sauce wants a narrow neck and an orifice reducer, and that is the category standard for a reason: it doses a drop at a time. A thick sauce needs a wider opening and a different closure entirely.
Put a thick sauce behind a reducer and the customer squeezes harder, the bottle deforms, and eventually they take the reducer out. Put a thin sauce in a wide-mouth jar and they pour too much on the first go.
The levers, in order of preference
Reduction. Costs time and color, adds nothing to the label, concentrates flavor. The first thing to try.
Solids ratio. More pepper and vegetable relative to liquid. Also changes flavor, which may be what you want anyway.
Particle size. A finer blend reads as thicker at the same composition.
Gums. Effective at tiny quantities, appear on the label, and overdose into sliminess easily.
Measuring it
Consistency needs a check that is not your hands. A simple flow test works: time how long a measured volume takes to run through a funnel at a set temperature, recorded per batch. It is crude and it is repeatable, which is what you need.
Temperature matters enormously. Hot sauce is far thinner than cold sauce, so judging thickness in the pot tells you about the pot. Check it cold, at the temperature the customer will meet it.
Where thickness bites
Filling. A thick sauce fills slowly, traps air, and is harder to hit a target weight with by hand.
And safety. A thick or chunky product equilibrates more slowly, so the time before you measure pH is longer, and pockets above the threshold are exactly the failure the rules are written around. Thickness is not only a texture choice.