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Fraud Protection

How Edverise spots ranking manipulation, self-reviews and review velocity spikes, and what happens to companies caught doing it.

How does Edverise prevent ranking manipulation?

Edverise combines admin moderation of reviews, email verification, IP and device fingerprinting, domain matching, review-velocity monitoring…

How does Edverise stop fake reviews?

All reviews require admin moderation and a verified buyer email, and IP and device fingerprinting detect duplicate submissions.

What happens if a company is caught with fake reviews?

If a review spike is confirmed to be fake, the company can receive a trust penalty that reduces its score by up to 20 points for six months, and…

How does Edverise detect self-reviews?

Edverise uses email-domain matching to detect when a review comes from the same domain as the vendor, which auto-flags likely self-reviews for…

What is review velocity monitoring?

Review velocity monitoring tracks the normal rate of reviews per company, so abnormal bursts, like 20 reviews in one day, trigger an automatic hold…

How does Edverise prevent rating inflation?

Bayesian averaging pulls ratings toward the platform mean when review counts are low, so a company cannot inflate its rank with just a handful of…

How does Edverise prevent profile stuffing?

Service allocation must total exactly 100%, so a company cannot claim full focus in every category to appear everywhere.

How does Edverise handle keyword stuffing?

AI-based content analysis flags descriptions that unnaturally repeat keywords, and flagged profiles are queued for admin review, so companies cannot…

How does Edverise verify portfolios aren't fake?

Portfolio case studies are spot-checked, and reverse image search and domain verification are used for high-risk claims, which discourages…

How does Edverise detect vendor collusion?

Edverise cross-references vendor IPs, shared team members and review patterns to detect shell-company networks and collusion, protecting the…

Can a company be penalized for gaming the system?

Yes. Companies caught manipulating reviews or rankings can face trust penalties that reduce their score, content removal, and account penalties or…

How does Edverise keep results trustworthy overall?

By guaranteeing no pay-to-rank for organic results, making every ranking decision auditable and explainable, and rewarding behaviors that help buyers.

Is Edverise's ranking algorithm transparent?

Yes. Edverise aims to make its methodology transparent and consistent, publishes how ranking and verification work, and lets companies see their own…

Does Edverise favor big or paying companies?

No. The algorithm rewards behaviors that help buyers, not spending.

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