30% of first choices, contested.
The floor is 12 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. How the floor is measured
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
“"Terrible landing page making experience. Every competitor is better than Unbounce and cheaper now too."; "one of the more expensive landing page builders"; billing issues and poor support” Muse Glimmer 30B, negative prompt
“"✗ One of the more expensive landing page builders" "✗ Reports of landing page editor loading very slowly" "✗ Complaints of slow customer support response times"” Muse Glimmer 30B, negative prompt
“data loss (pages/leads deleted during updates); poor exporting; auto-renew policies seen as shady” Grok 4.20, negative prompt
“Who should avoid: Marketers driving paid traffic (PPC, Facebook Ads) where speed and high conversion rates directly dictate your ad return on investment” Gemini 3.5 Flash, negative prompt
75 of 84 answers in this category came back with a source list, from 14 of 6 models: citations where the model returns them, or the search results it consulted. 1052 links across 262 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 36 answers across every segment cited this index's own page for the category.
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Unbounce unbounce.com | 30% | 163 | 5,400 | 135 | 57,782 | 12 | 2 | |
| Carrd carrd.com | 19% | 68 | 90,500 | 679 | 7,878 | |||
| Instapage instapage.com | 8% | 153 | 1,600 | 49 | 171,309 | 0 | ||
| Outgrow outgrow.co | 8% | 31 | 3,600 | 4,403 | 10,508 | 36 | ||
| HubSpot parent site HubSpot Landing Pages 6%, HubSpot Marketing Hub 2% | 8% | 934 | 368,000 | 9,776 | ||||
| Systeme.io systeme.io | 3% | 25 | 8,100 | 210 | 146,684 | $2,621 | 19 | |
| involve.me involve.me | 3% | 20 | 720 | 0 | 61,470 | 29 | ||
| Leadpages leadpages.com | 2% | 120 | 2,900 | 102 | 23,105 | 46 | ||
| Landingi landingi.com | 2% | 91 | 720 | 3 | 32,551 | 1 | ||
| MailerLite mailerlite.com | 2% | 157 | 49,500 | 311 | 59,716 | $85 | 115 | 6 |
Google's top ten for the two searches hold 17 sites; 3 of them are among the sites the models cited here (perspective.co, unbounce.com, zapier.com). The first result for “best landing page builder” is reddit.com.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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