Most compare pages are ads, dressed as advice.
Vendors write pages about their rivals, and AI assistants repeat them as if they were genuine reviews. We analyze every one we can find and ask yes/no questions. Each yes is a red flag.
Built by Whimsical, which has a horse in this race. That's why everything is open: the score, the code, the benchmark.
5 red flags showing this compare page is biased. Each page lights between 0 and 5.
Most red flags
TOTAL ACROSS PAGES CHECKED| NO. | COMPANY | PAGES | PER PAGE | RED FLAGS |
|---|---|---|---|---|
| 01 | ClickUp | 2,163 | 2.9 | |
| 02 | Zoho | 288 | 2.9 | |
| 03 | monday.com | 132 | 1.8 | |
| 04 | Nuclino | 145 | 1.4 | |
| 05 | Miro | 83 | 2.4 | |
| 06 | Lucid | 47 | 3.1 | |
| 07 | Beautiful.ai | 81 | 1.3 | |
| 08 | Hive | 38 | 2.4 | |
| 09 | Nifty | 49 | 1.9 | |
| 10 | Document360 | 42 | 2.1 |
Five lamps, five questions
Does the page claim the vendor wins or ties on everything it compares?
Does it leave out every situation where the competitor would be the better choice?
Does it avoid saying anything the vendor's own product can't do?
Are criticisms of the competitor vague, with no specifics, numbers or sources?
Does the competitor get clearly more criticism than the vendor?
Volume against bias
SCOPE 02 · ALL 47 SCORED COMPANIES SCOPE 02 · 47 SCORED COMPANIESAcross: how many lamps a typical page lights. Up: how many comparison pages a company publishes, on a log scale (each step is ten times more). Dot size is the total. Dashed traces join points with the same total, so anything past the red trace carries more than 1,000 red flags.
Across: lamps per page. Up: pages published, log scale. Dot size is the total. Past the red trace means over 1,000 red flags.
≤ 1 PER PAGE
Ringed, inside the fair zone: Taskade, Ponder, Framer, MindMeister, Mindomo. Tap a dot for its numbers.