Articos vs ProposalDesk

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Articos compared with ProposalDesk
Detail	Articos	ProposalDesk
What it does	AI user research platform that runs synthetic user interviews and returns a full report in under 30 minutes	AI proposal generator that turns client notes into polished proposals, scope of work, and pricing tables
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Freemium
Pricing	Free trial: 1,000 credits (around 2 studies) for 14 days, no credit card required. Starter: $79/month with 3,000 credits per month (around 7 studies) plus 1,200 bonus credits during launch period. Pro: $199/month with 7,000 credits per month (around 17 studies) plus 2,800 bonus credits during launch	Free plan: 3 lifetime AI proposal generations and free proposal critique. Pro plan: $29/month internationally or ₹999/month in India, includes draft, critique, fix, and close workflow with up to 100 AI proposal generations per month, custom templates, rate cards, and branded PDF exports.
Key features	Synthetic persona interviews with Big Five personality model and 30 personality facets Stance Diversity Engine with champions, pragmatists, skeptics, blockers, and observers Hypothesis-blind interviews to prevent yes-man answers Six-Stage Synthesis with adversarial review Evidence chains and confidence scores White-label report export for Pro plan Talk to Research follow-up queries Live calls with personas	AI-generated proposals from call notes and transcriptions Proposal critique with Close-Ready Framework feedback 10 starter templates for common project types Custom templates and rate cards Editable proposal sections with regeneration Branded PDF export and private web link sharing Five-point proposal critique with 39 detection rules Up to 100 AI generations per month on Pro plan
What makes it different	86% accuracy validated against Baymard Institute and Nielsen Norman Group across 46 studies Complete research report in under 30 minutes instead of 4-8 weeks No recruitment, scheduling, or participant incentives required Personas calibrated across 93 countries with cultural differences	Editorial logic over generic LLM, acting as high-end ghostwriter with business rules Reflects your delivery model and pricing structure, not generic prompts Complete data ownership with no use for model training Opinionated templates written by someone who has shipped the work One clear pricing plan with no per-seat costs or confusing upgrade ladder
Community votes	0	0
DR (Domain Rating by Ahrefs)	48 no change since last check	1 no change since last check
Trust Flow (Majestic)	11	3
Citation Flow (Majestic)	39	17
Referring domains (Majestic)	514	8

5 details filled in for both companies.

More alternatives to Articos More alternatives to ProposalDesk