VWO is a platform for Digital Experience Optimization, covering experimentation, personalization and feature flags · vwo.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Ranked first, contested: Zoho PageSense has 15%.
Ranked first, contested: Convert Experiences has 16%. 7 of 14 models made it the first choice when asked directly.
Optimizely CMS is first at 48%.
“platforms like VWO or Optimizely are commonly considered in this middle market, depending on whether you prioritize faster time-to-value (VWO)”Claude Haiku 4.5 · Scale-constrained question · first choice
“The Best All-Rounder: VWO (Visual Website Optimizer) ... widely considered the best balance of power and usability for mid-sized companies”Qwen 3.7 Flash · Paraphrase question · first choice
“Tight budget, marketer-led, low traffic, needs CRM bucketing: Convert Experiences or VWO Experience Optimization.”Muse Glimmer 30B · Paraphrase question · first choice
“Start with VWO's free plan if you're non-technical, or GrowthBook if you have developers available.”MiniMax M2.5 · Budget-constrained question · first choice
“Avoid VWO if page speed and user trust are critical, or if you have limited technical support.”GLM 4.7 FlashX · Negative question · warning
“the reliability and support issues make it risky for serious experimentation”DeepSeek V4 Flash · Negative question · warning
“its current pricing page directs buyers to request a demo rather than showing a price, so it may be harder to budget for upfront”GPT-6 Luna · Budget-constrained question · warning
“watch for pricing hikes, loss of free tier, and potential instability during integration”Grok 4.20 · Negative question · warning
The products named in the same answers as VWO, over the 167 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 132 | 22 | Compare → | |
| 100 | 5 | View → | |
| 81 | 8 | Compare → | |
| 68 | 2 | Compare → | |
| 59 | 4 | View → | |
| 57 | 15 | Compare → | |
| 48 | 7 | Compare → | |
| 48 | 0 | View → | |
| 47 | 4 | View → | |
| 36 | 2 | Compare → |
What the models named instead of VWO →
A side-by-side page exists where both products are among a category's top eight.
Stated on VWO's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 147 of the 167 answers that named VWO and are not a share of its labels.
405 of the 405 domain citations in answers naming VWO came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 2 | 0 | 0 | 4 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 3 | 1 | 1 | 6 |
| Perplexity Sonar | 0 | 4 | 0 | 0 | 4 |
| Grok 4.20 | 1 | 3 | 1 | 1 | 6 |
| Mistral Small | 1 | 1 | 2 | 1 | 5 |
| DeepSeek V4 Flash | 2 | 2 | 0 | 1 | 5 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 2 | 3 | 0 | 0 | 5 |
| Kimi K2 | 4 | 0 | 0 | 1 | 5 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 1 | 5 |
| MiniMax M2.5 | 2 | 2 | 1 | 1 | 6 |
| GPT-6 Luna | 3 | 0 | 1 | 1 | 5 |
| Muse Glimmer 30B | 2 | 1 | 0 | 1 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Case study | 340 | 2 | 2026-08-13 | Experimentation, SEO | |
| Webinar or virtual event | 283 | 3 | 2026-09-22 | SEO, Ecommerce marketing | |
| Report or ebook | 59 | 25 | 2026-09-23 | ||
| Conference or event | 58 | 16 | 2026-10-15 | ||
| Podcast or video | 50 | 22 | 2026-09-02 | ||
| News or press | 44 | 1 | 2026-09-16 | ||
| Comparison | 11 | 9 | 2026-09-16 | ||
| Template or tool | 10 | 1 | 2026-07-16 | ||
| Blog | 5 | 2 | 2026-09-14 | CDP | |
| Glossary or explainer | 1 | 0 | 2024-07-17 |
As the event pages on vwo.com state them, read September 28, 2026.
Every page vwo.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.