Short answer: it varies a lot by person and some people have a very minimal visible reaction. Your body might take 2-3 days to react fully to a bed bug bite. Some things to look for:
1. Usually groups of small red bite marks
2. Itchiness/irritation on exposed areas of skin (e.g. hands, neck, legs, arms)
3. Zig-zag patterns