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We do the same. It makes the puzzle have variety while still allowing healthy competition since we're always starting with the same word.

This reduces the impact of randomness, which is a good thing I think. It's too easy for choice of first word to dictate the result.

My group chat does this and I think it leads to the best possible results in terms of fairness.

You might like Hurdle, which is a play on this idea.