TheySaid vs. Articos

Articos

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What is TheySaid?

TheySaid is an AI-powered user research, usability testing, and customer feedback platform that helps organizations validate product decisions and identify opportunities to improve digital experiences. The software combines moderated user testing, conversational interviews, AI surveys, polls, and adaptive feedback forms within a centralized research environment. Its synthetic audience capabilities generate simulated users trained on more than 100,000 hours of real usability testing sessions to evaluate interfaces, prototypes, and product experiences. Organizations can customize synthetic audiences using their own customer interviews, support tickets, survey responses, and CRM information to better reflect specific customer segments. Human research capabilities allow teams to test with existing customers, recruit participants through managed research panels, and compare findings from human and synthetic users. AI-powered moderators guide participants through predefined tasks, ask adaptive follow-up questions, and collect screen recordings, voice responses, and qualitative observations. Automated analysis identifies usability problems, customer confusion, recurring feedback themes, and behavioral patterns while generating summaries, recommendations, and suggested improvements. TheySaid's Expert AI Reviewer evaluates product designs and working applications against specifications and established usability practices to identify potential issues before release. Its Model Context Protocol integrations connect with Claude Code, Cursor, Replit, Lovable, and other AI development environments, allowing teams to initiate research and retrieve results directly within existing workflows. Integrations with Jira, Linear, ClickUp, and monday.com support automated testing triggered by development milestones, with findings attached to relevant tickets and suggested fixes returned to the team.

What is Articos?

Articos is an AI-powered user research platform that delivers validated audience insights in 30 minutes, not weeks. The platform is built for strategy and brand agencies, growth and performance marketing agencies, fractional CMOs, independent consultants, and early-stage SaaS teams. It replaces slow, expensive traditional research with synthetic personas, AI-generated users that represent your target audience for qualitative interviews, A/B testing, and messaging validation. Traditional research is slow, costly, and usually lands after the decisions it was meant to inform. Articos collapses that cycle into a same-day workflow. Within a single session, teams can conduct qualitative interviews with AI personas, run A/B tests on landing pages and creative before committing ad spend, pressure-test value propositions and positioning, study unfamiliar verticals ahead of client pitches, and uncover ideal customer profiles with evidence rather than intuition. Common use cases include new-business pitches into unfamiliar industries, pre-launch messaging validation, hook and landing page testing for paid media, product and feature validation, ICP discovery, and qualitative insight work for brand and strategy engagements. Core capabilities include AI-generated synthetic personas, automated interviews with structured scripts across 12+ research dimensions, A/B testing on conversion clarity, value proposition, trust, CTA effectiveness, visual appeal, and message resonance, side-by-side persona comparisons with radar-chart visualizations, customizable interview scripts, white-label-ready reports for client delivery, and real-time insight generation. Rehearse your audience. Decide with conviction. Articos gives teams faster research cycles, lower research costs, and the confidence to make strategic decisions backed by evidence instead of guesswork.