Presence confused with depth
A checkbox says the feature exists. It says nothing about tier limits, permission gaps, onboarding burden, or whether the implementation is credible for your buyers.
Verified partial ≠ fully verified
Source quality hidden
Rows copied from marketing pages carry the same visual weight as rows verified by documentation, demos, or pricing details. The implied certainty is unearned.
Log source URL + confidence level
Detached from buyer jobs
The matrix asks "does the competitor have this feature?" rather than "which product helps the customer complete the job more credibly?" A different question yields different decisions.
Shift from presence to job completion
Segment meaning flattened
A missing compliance feature may be irrelevant in one deal and a deal-blocker in another. Without segment context, every row looks like an equal signal when very few are.
Tag rows by segment relevance