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%.
“Avoid completely if: You're on a budget and need just clean landing pages (skip ClickFunnels/Kartra)” Qwen 3.7 Flash, negative prompt
“**Avoid for billing/reputation:** Unbounce ... ClickFunnels, Leadpages \u2014 or use them with extreme vigilance” DeepSeek V4 Flash, negative prompt
“**Avoid for billing/reputation:** Unbounce (especially on price)” DeepSeek V4 Flash, negative prompt
“Builders to Avoid Entirely: **landingsite.ai** ... Accusations of scams” Grok 4.1 Fast, negative prompt
18 of 72 answers in this category came back with a source list, from 4 of 6 models: citations where the model returns them, or the search results it consulted. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 175 links across 86 sites, every framing counted. Ranked by the number of answers carrying the site or page. The other 2 models searched through a gateway that returned no source list on this edition.
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.
| 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.