Manual search-term review is the honest baseline. A person opens the Search Terms report, reads each query, and decides what to exclude. It works, but it costs 4 hours per account per week and does not scale across a portfolio.
NegativeShield keeps the judgment you trust and removes the grind. Every term gets a verdict and a reason you can spot-check, and applying negatives is one click instead of manual copy-paste.
How they compare
| NegativeShield | Manual review | |
|---|---|---|
| Time per account each week | Minutes to review | 4 hours |
| Consistency across accounts | Same logic everywhere | Varies by reviewer |
| Reason per decision | Yes, automatic | Yes, if the reviewer writes it |
| Scales across many accounts | Yes | No, linear in hours |
| Human judgment | Kept, you approve every negative | Kept |
| Cost | Usage-based, $10 minimum | Specialist hours |
Keep the judgment, drop the hours
The valuable part of manual review is the judgment: deciding whether a term is worth paying for. The expensive part is reading thousands of terms to get there. NegativeShield does the reading and hands you verdicts with reasons, so your judgment is spent on the calls that matter.
You still approve every negative before it syncs, so nothing changes in the account without a human deciding it should.
Questions
Does this replace human judgment?+
No. It removes the hours of reading. You still review verdicts and approve every negative before anything syncs, so a human stays in the loop.
How much time does it save?+
Manual review runs about 4 hours per account per week. NegativeShield turns that into a short review of pre-classified terms with reasons.
Is it as accurate as a careful person?+
Every verdict comes with a reason you can check, so you catch and override wrong calls exactly as you would in manual review, just far faster.