It will appear in results but below companies with reviews, because Review Score (35%) is 0 without reviews, capping the Final Score at about 65.

The tiebreaker waterfall decides: it checks Review Score, then Service Relevance, Review Volume, Review Recency, Profile Completeness, Certification…

For a specific service search, the boutique's higher service relevance and higher adjusted rating can outweigh the large firm's review volume.

Yes. Sponsorship adds a labeled slot at the top without altering your organic position.

A sudden burst of reviews triggers an automatic hold for investigation, so those reviews do not affect ranking until each is individually approved…

Often yes for a specific search. A company with 90% focus on the searched service can outrank one with a more complete profile but only 45% focus…

By having a complete profile, strong certifications and high service focus, a new company scores on five of six pillars right away and appears in…

A confirmed fake-review spike can trigger a trust penalty that lowers your score by up to 20 points for six months, along with content removal and…

More relevant case studies improve your Portfolio score (up to a cap) and Profile Quality, which can help your rank, especially when their tags…

It helps the Certification pillar (10% of the score), but a single certification is one input among many.

Rankings recalculate when relevant events occur, including a competitor earning a new approved review, engagement metrics updating in the daily…