What factors make inbox-placement testing inaccurate?

Seed addresses lack engagement history.

Mailbox provider rules change constantly.

Placement varies by user behavior and individual reputation.

Some tools use outdated or inactive seed accounts.

Panel samples may be too small for certain regions.

Inbox testing is an approximation rather than an exact measurement.