What the AIs say
— best · 1 of 4 agree“Only Claude has placed ToDo so far this snapshot — average rank #26.0 across 1 mention.”
synthesised · the AI panel
Act one
What the machines think.
Three AI models read the whole category and rank ToDo's products — model by model, list by list, over time.
Model by model?
How each AI sees it.
Only Claude has placed ToDo so far this snapshot — average rank #26.0 across 1 mention.
Claude
#26.0
avg over 1 mention · best #26
Traits?
The words the panel uses.
AI most often praises ToDo for being "contexts" (1 mention) and "projects" (1).
- contexts1
- projects1
- starred items1
Rivals?
Who it competes against.
ToDo's closest rival is My Study Life — and ToDo comes out ahead in 1 of 1 of the questions they both answer (100%).
- My Study Life
—
ToDo leads 1–0
Across 1 shared question
- Structured
—
ToDo leads 1–0
Across 1 shared question
- Automattic
—
ToDo leads 1–0
Across 1 shared question
- 37signals
—
ToDo leads 1–0
Across 1 shared question
- Quire
—
ToDo leads 1–0
Across 1 shared question
- Productive
—
ToDo leads 1–0
Across 1 shared question
- Plan
—
ToDo leads 1–0
Across 1 shared question
The recap
Where it stands today.
- TraitsMost often associated with “contexts” (1 mentions) and “projects” (1).
- Top productPremium by Appigo is the most-mentioned ToDo product this snapshot.
- Closest rivalMy Study Life (1–0 across 1 shared intent).