How we screen 100% of merchant content with an AI moderator
Every campaign title, every business name, every referral message. Scanned before going live. Here's the keyword + LLM stack that costs $0.0001 per check.
The trust problem
A loyalty marketplace is only as trustworthy as its weakest listing. One scammy 'Free $1,000,000 spin' kills the entire network.
We built a two-stage moderation pipeline that runs on every submission.
Stage 1: keyword pre-filter
A regex-based blocker catches the obvious: slurs, profanity, sexual content, crypto pumps, MLM language, external links. Instant, zero-cost.
Stage 2: Gemini 3 Flash
What the regex misses, an LLM scores 0–100 on policy risk. Verdict 'safe' auto-approves. 'Flag' pushes to admin queue. 'Reject' blocks outright.
Average cost per check: $0.0001. Average latency: 380ms. Coverage: 100% of public-facing strings.
What we won't do
- We don't moderate private messages between users (privacy).
- We don't filter by political stance — only policy violations.
- We don't let merchants moderate their own listings (conflict of interest).
Launch a gamified loyalty program in 30 minutes. Free for 30 days, then $29/mo.
Get started →