# Viral Loops: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 24 judge labels across 2 categories by 10 of 12 models. Page: https://gtm-ai-index.com/vendors/viral-loops/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Referral and partner programs | 4% | 6 | 20% | 20 |
| Loyalty, advocacy and referrals | 0% | 105 | 25% | 4 |

## What the models said for it

- "Start with Viral Loops - it offers the best combination of affordability ($35/month), comprehensive features, and a solid free trial period." (GLM 4.7 FlashX, Referrals)
- "ReferralCandy or Viral Loops offer the best balance of features and ease of use" (MiniMax M2.5, Referrals)
- "Viral Loops (≈$35/month) is the best all-around value" (DeepSeek V4 Flash, Referrals)
- "Viral Loops for launches and waitlists" (Perplexity Sonar, Referrals)

## And against it

- "Multiple reports of billing issues ... 1-star reviews highlight "deceptive practices" and "waste of money."[" (Grok 4.1 Fast, Referrals)
- "aimed at B2C viral loops and pre-launch waitlists, not ongoing B2B referral operations" (DeepSeek V4 Flash, Referrals)
- "Prebuilt viral templates; fast launches but limited B2B attribution" (GLM 4.7 FlashX, Loyalty)
- "*Caution for cash reward programs* — No automated fraud detection" (DeepSeek V4 Flash, Referrals)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.