<b>The asymmetry nobody plans for: reputation can only hurt you faster than it helps</b>

<b>The asymmetry nobody plans for: reputation can only hurt you faster than it helps</b>

The question: in the Quality Rater Guidelines, what triggers the harshest rating — and is the bar symmetric?

It is not symmetric. The QRG (section 4 on Lowest quality) instructs raters to assign Lowest when a page or its creator has a sufficiently negative reputation, and crucially, independent negative reputation can override otherwise good content. But the reverse is weaker: a strong positive reputation supports a High rating, it rarely forces one on its own. Trust is treated as a veto, not a multiplier.

The evidence for this design: the guidelines spend far more pages on detecting harm, deception, and untrustworthiness than on rewarding excellence. Raters are told to actively search outside the site — reviews, news, references — specifically looking for evidence the creator is untrustworthy. There is no equivalent mandate to hunt for proof of greatness.

Why this matters for strategy: it means reputation defense has higher expected value than reputation building past a threshold. One credible expose, one pattern of scam reports, can floor an entire domain's rated quality regardless of on-page polish.

Counter-evidence: this is rater behavior, not confirmed algorithmic behavior. Whether production systems implement a true reputation veto at scale is unproven — they would need a reliable entity-reputation source, which is hard.

Caveat: 'reputation' in the QRG is specifically independent, off-site reputation. Self-published testimonials do not count and are explicitly discounted.

What we still don't know: how systems approximate off-site reputation at web scale without a curated knowledge source for most entities.