Real customers. Real numbers. Verified by the brand.

Four in-depth case studies. €1.4M+ of ad spend protected. Each pilot was reviewed weekly with the customer's own marketing team — and every number on this page was signed off by them.

Ad spend protected: €1.4M+; Ad spend protected
Brands featured: 4; Brands featured
Toxic / scam comments hidden: 54k+; Toxic / scam comments hidden
Classifier precision (sampled): > 97%; Classifier precision (sampled)

Featured customers

NiceToMeet

E-commerce · Wellness

€440,000 of ad spend protected on the most comparison-shopped market in Europe.

Slovenian wellness brand serving 3M customers across SI, HR, AT and DE. ~€420k/month in Meta ads. We ran a 12-week pilot focused on competitor-mention defense and multilingual product-question auto-reply.

ROAS lift on cold traffic: +34%; ROAS lift on cold traffic
CPL · €5.40 → €3.20: −41%; CPL · €5.40 → €3.20
comments hidden: 24,800; comments hidden

“We sell a category where the only thing standing between a click and a checkout is whether someone in the comments said it works.”
Miha Geršič · CEO & Co-Founder, Golden Tree

Read the Golden Tree case study

Pilot · Oct 2025 — Jan 2026Verified by Golden Tree

goldentree.si

Golden Tree homepage above the fold — Postanite član VIP kluba, 4.9★ across 355,896 verified reviews, 3M+ customers

Digital Education · Paid Ads

$400,000 of ad spend kept out of the parenting-debate comment section.

A digital parenting education brand running ~$260k/month in cold-traffic Meta ads for their 28-day challenges and ADHD kits. Featured in TEDx, BBC, Forbes. The ads worked — the comment threads were eating the conversion rate.

ROAS lift: +44%; ROAS lift
CPL · $18.40 → $11.40: −38%; CPL · $18.40 → $11.40
toxic comments hidden: 14,800; toxic comments hidden

“We had spent a year trying to optimize creative against a comment section we did not control. The week after we deployed FeedGuardians, our cold-traffic CPL dropped seven dollars.”
Spela Repovs · Editor in Chief, Strategic Parenting

Read the Strategic Parenting case study

Pilot · Jul — Oct 2025Verified by Strategic Parenting

strategicparenting.com

Strategic Parenting homepage above the fold — Elevate Your Parenting with Expert-led Support For Every Stage, Age, and Budget

Travel & Tourism

€1.18M of bookings recovered by replying to Instagram comments in 47 seconds.

European tour operator selling small-group hiking, cycling and yacht trips across 25+ countries. Five-language audience. Impersonator scammers were replying to viral comments faster than the internal team could.

attributed to social: €1.18M; attributed to social
qualified inquiries / month: 4.6×; qualified inquiries / month
impersonator scams blocked: 92%; impersonator scams blocked

“We were losing tours to scammers who replied faster than we could. Within a week of switching FeedGuardians on, the impersonators went quiet.”
Tina Okršlar · COO, World Discovery

Read the World Discovery case study

Pilot · Q3 2024Verified by World Discovery

world-discovery.com

World Discovery homepage — small-group hiking, cycling and yacht tours across 25+ European countries

NiceToMeet

Consumer Subscription · Community

Protecting a 45+ audience from romance scammers without breaking the brand promise.

A friendship-meetup service that matches adults 45+ into small groups for weekly in-person dinners. Their audience is exactly who romance and lonely-hearts scammers target. The comment thread is the first place a prospect checks whether to trust them.

new MRR / month: $78,400; new MRR / month
qualified inquiries: 5.1×; qualified inquiries
predator comments blocked: 89%; predator comments blocked

“Our brand promise is that the people in the room are who they say they are. The comment section is the first place a prospect checks whether to trust us.”
Spela Repovs · Co-Founder, NiceToMeet

Read the NiceToMeet case study

Pilot · Mar — May 2025Verified by NiceToMeet

nicetomeet.com

NiceToMeet homepage — Make new friends 45+ over dinner, weekly in-person small groups

How these numbers are measured

Every case study uses a 12-week pilot window with the prior calendar quarter as the comparison baseline, holding paid spend within ±5%. ROAS, CPL and conversion metrics are pulled from the customer's own attribution stack (Meta Ads Manager, Shopify, Trustpilot, internal CRM). Comment classification accuracy is sampled and reviewed weekly by the brand at >97% precision throughout the pilot.

Want results like these?

7-day free trial. No credit card. Most brands see CPL move in week one.

Start free trial