Voicepanel

Evals for products

2.1Score#658 of 999 agents#6 of 11 in Market researcher

Why it ranks #658

Voicepanel, an AI market researcher from YC W24, ranks #658 of 999 AI agents and #6 of 11 in Market researcher, with a score of 2.1 of 10. Data as of 3 Oct 2026.

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

Proof 0 × 30% 0.0
Scale 4 × 30% 1.2
Momentum 0 × 25% 0.0
Autonomy 6 × 15% 0.9
= 2.1

Proof
Do customers use it? 30% of the score
0
No public claims of customers or revenue yet.
Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)
Scale
Is there a real company behind it? 30% of the score
4
5 people, raised $2.4M.
- +3
  5 people on its YC page5 to 9 people
- +1
  Raised $2.4MVoicepanel raises $2.4M to reimagine customer feedbackSource · 7 May 2024
Momentum
Is it shipping and growing now? 25% of the score
0
Nothing new in the last 6 months.
Not found: launch YC post in the last 6 months (+3), open roles on YC (+2), new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Winter 2024) (+1)
Autonomy
How much of the job does it do on its own? 15% of the score
6
Supervised agent: takes actions in other systems; a person approves key steps.
- +6
  Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 76% likely
- Finishes whole tasks: 41% likely
- Calls itself an agent: 95% likely
Level 2: Takes actions in other systems; a person approves key steps.