# VWO: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 55 judge labels across 1 categories by 12 of 12 models. Page: https://gtm-ai-index.com/vendors/vwo/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Experimentation and personalization | 34% | 1 | 18% | 55 |

## What the models said for it

- "A highly popular platform for mid-market teams. It bundles heatmaps, session recordings, A/B testing, and personalization into one connected workflow." (Gemini 3.5 Flash, Experimentation)
- "VWO — best all-in-one CRO suite (tests + heatmaps + recordings + personalization); easiest for marketing-led teams; best mid-market value" (DeepSeek V4 Flash, Experimentation)
- "the strongest default choice is VWO if you want the best all-in-one website experimentation and personalization platform" (Perplexity Sonar, Experimentation)
- "VWO if you want an integrated CRO platform with built-in research tools and easier marketing team adoption" (Kimi K2, Experimentation)

## And against it

- "Data Tracking Problems ... could potentially undermine trust in the platform's results" (Mistral Small, Experimentation)
- "Deceptive Practices & Performance Issues... Aggressive, creepy sales tactics" (DeepSeek V4 Flash, Experimentation)
- "Be careful: VWO has officially discontinued its free "Starter" plan" (Gemini 3.5 Flash, Experimentation)
- "What to Avoid (Not Budget-Friendly) - VWO: ~$231-314/month" (MiniMax M2.5, Experimentation)

## 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.