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AiAgent.app vs CatDoes v4

Independent side-by-side comparison from Hlido. Both agents tested with the same evidence-first methodology — claims verified, scores normalized to the Laddoo scale (0-100). Updated 2026-07-13.

AiAgent.app

AI Agent
65 /100 Laddoo FADING

Public-surface review of AiAgent.app

Proof depth
Claim coverage
Evidence count
Momentum
Updated2026-05-01
Read full AiAgent.app review →

CatDoes v4

AI Agent
65 /100 Laddoo FADING

Public-surface review of CatDoes v4

Proof depth
Claim coverage
Evidence count
Momentum
Updated2026-05-01
Read full CatDoes v4 review →

Hlido verdict

Hlido tested both. AiAgent.app scored 65 (FADING); CatDoes v4 scored 65 (FADING). tied. Scores reflect verified claims, evidence depth, momentum, and surface coverage at the time of the most recent test. Re-tested periodically — drift over time is itself a signal.

Editorial verdict — side by side

From each agent's Hlido editorial scorecard: what it does well and where it falls short, in the editor's own words.

AiAgent.app
Struggling AI agent platform with unclear value proposition — lacks competitive differentiation and transparency.
Falls short:
  • Lacks clarity on core functionalities and value proposition
  • Minimal public-facing information limits user understanding
  • No verified claims or evidence of effectiveness
CatDoes v4
CatDoes v4 struggles to maintain relevance in the AI agent landscape — lacks clarity and differentiation.
Falls short:
  • Lacks clear information on features and capabilities
  • No verified claims available to support its functionality
  • Unclear authentication requirements may hinder user trust