The Evidenza alternative you can start today.
Evidenza runs managed engagements and quotes each one. Articos puts the research platform in your hands. Peer-reviewed, under 30 minutes, from $8 per study.
7-day trial · 2 free researches · No credit card
Validated against Baymard Institute and Nielsen Norman Group.
With reasoning per persona in every report.
Evidenza prices each engagement as a custom proposal.
Evidenza runs the research for you. Many teams need to run it themselves.
Evidenza was early to synthetic research for B2B go-to-market, and its clients include enterprise brands such as ServiceNow and Mars. Its managed service covers research design, synthetic samples, qualitative interviews, quantitative surveys, analysis, a presentation, and a financial marketing plan, with results in 72 hours. A self-service platform is listed as coming soon on its site.
That model suits a CMO commissioning a launch plan. It is a poor match when a founder, a product manager, or an agency needs an answer this afternoon, with a budget that doesn’t need a proposal. Articos was built for that.
| Decision | Evidenza returns | Articos returnsTry free → |
|---|---|---|
| Brand health and category entry point ranking against competitors | Measurement module with brand health, scenario modeling, and ROI forecasting | Not the right fit — use Evidenza |
| Full go-to-market plan, presented by an expert team, with financial framing | Managed engagement with presentation and financial marketing plan | Not the right fit — use Evidenza |
| Segment sizing across thousands of synthetic buyers | Large synthetic samples with quant surveys | Not the right fit — use Evidenza |
| B2B positioning line for a VP Engineering audience, needed today | Scoped as a managed project, results in 72 hours | Study starts on sign-up, report in under 30 minutes |
| Messaging variants before the sprint ends | Creative scoring and variant comparison inside a managed project | Up to 3 variants in one self-serve study, reasoning per persona |
| Concept test across 5 buyer archetypes | Custom synthetic study scoped with the Evidenza team | One study across concepts, segment reasoning throughout |
| Research across 10 agency client retainers | Custom proposal per engagement | One $199/mo Pro subscription, white-label PDFs built in |
Articos is self-serve from the first study.
Sign up, describe the question, and the study runs. Full report in under 30 minutes per study.
Message Testing
Segment reasoning for every variant.
Test up to 3 messaging variants in a single study. Each persona reacts independently and returns clarity scores, resonance signals, objection patterns, and the actual language your audience uses. Panels are engineered across five stance categories (Champions, Pragmatists, Skeptics, Blockers, Observers), so the study doesn't collapse into uniform approval.
Positioning and creative modules with ABLE scoring, delivered inside a managed engagement.
Concept Testing
Which segments preferred which, and why.
Compare multiple concept directions across buyer archetypes in one study. You see which segments preferred which concept and the reasoning behind each preference.
Custom synthetic studies designed with the Evidenza team.
A/B Testing
Reasoning behind every preference.
Pre-launch testing for landing pages, hero variants, pricing pages, and ad creative. No traffic needed, no ad spend. Each preference comes with structured persona reasoning.
Variant comparison inside the Creative module, as part of a managed project.
User Interviews
50 personas, no recruitment, instant.
Interview up to 50 behaviorally diverse personas. The method is hypothesis-blind, so the interviewer doesn't steer toward the answer you hoped for. Follow up with Talk to Research for text questions, or start a live call for a real-time voice conversation with any persona.
Real-time interviews with a synthetic sample, alongside quant surveys across thousands of respondents.
ICP Discovery for B2B Roles
Any role. Any seniority. Flat pricing.
Describe the audience and Articos builds the panel: software engineers, CISOs, procurement managers, C-suite buyers, RevOps directors. Cost per study stays the same regardless of how narrow the audience is.
Personas and buying-center personas with journey maps, strong for C-suite and specialist buyers.
Reports That Ship
Client-ready, white-label, evidence-traced.
Every finding cites a specific persona quote, and every theme carries a confidence score. Six-stage adversarial review runs before findings land in your report. Export as PDF with white-label on Pro.
A go-to-market plan and presentation delivered by the Evidenza team.
Four moments when a proposal is the wrong first step.
Peer-reviewed methodology, not persona prompting.
Skepticism about AI-generated research is fair, especially for tools where a persona prompt is the whole method. Articos works differently.
Personas are engineered from Big Five personality science (NEO-PI-R, 30 facets), Hofstede's six cultural dimensions across 69 countries, Rogers' diffusion model, and ACT-R cognitive architecture. Every interview is hypothesis-blind. Every finding runs through a six-stage adversarial review.
Validated against Baymard Institute and Nielsen Norman Group. Research Fidelity Index, 46 studies across 9 domains.
Validated across e-commerce, SaaS, healthcare, fintech, consumer mobile, education, enterprise, cross-cultural, and mixed research domains. Grounded Simulation peer-reviewed study, Articos Research (2026).
More accurate than prompting the same AI model directly. Five-condition comparison, p < 0.002 (Wilcoxon signed-rank).
Two jobs where Evidenza is the better pick.
Worth saying out loud.
Expert-led strategic engagements.
If you want a team to design the research, present to your executive group, and tie findings to a financial marketing plan, Evidenza's managed service does that. Articos is a platform you run yourself.
Brand and category measurement at scale.
Evidenza's Measurement module covers brand health, category entry point ranking, scenario modeling, and ROI forecasting across large synthetic samples. Articos interview studies run up to 50 personas.
For everything else — including B2B positioning, messaging depth, concept testing, user interviews, and any decision you need answered today — Articos is the fit.
The side-by-side.
| Capability | Evidenza | ArticosTry free → |
|---|---|---|
| Delivery model | Managed service; self-service listed as coming soon | Self-serve platform |
| Signal source | Custom synthetic samples, private to each client | Synthetic personas grounded in Big Five, Hofstede 6D, ACT-R |
| Time to results | 72 hours or less on the managed service | Under 30 minutes |
| Cost model | Custom proposal based on scope | Flat $8–$20 per study on Pro |
| Subscription entry | No published pricing | $79/mo Starter · $199/mo Pro (unlimited) |
| Free trial | Book a demo, then receive a proposal | 7-day trial · 2 free researches · no card |
| Validation | 88% average similarity across 100+ client head-to-head tests | Peer-reviewed paper · 86% recall against expert-published findings |
| Message testing | Positioning and creative modules in an engagement | Segment reasoning per variant |
| Concept testing | Custom synthetic studies | One study across concepts |
| A/B testing | Variant comparison in the Creative module | Reasoning per preference |
| User interviews | Real-time interviews with the synthetic sample | Instant, hypothesis-blind |
| Live audience calls | Live chat interviews with the synthetic sample | Real-time voice conversations |
| B2B / niche roles | C-suite and specialist buyers | Any role at any seniority |
| Large-sample quant surveys | Thousands of synthetic respondents | Interview studies up to 50 personas |
| Stance diversity | Not stated on its site | Engineered across 5 categories |
| Evidence traceability | Go-to-market plan and presentation | Every finding cited to a quote |
| White-label reports | Not stated on its site | Built-in on Pro |
| Best for | Enterprise go-to-market planning with expert support | B2B research, positioning, messaging depth, self-serve speed |
Evidenza details verified at evidenza.ai and evidenza.ai/faqs. Subject to change.
Founders, agencies, consultants, and growth teams — moments when user research replaced assumption.
Take the question you’d write an Evidenza brief for. Run it on Articos first.
Pick a real decision: a positioning test, a concept comparison, or an ICP discovery. Run it free. Read the reasoning per segment. Then decide how much more you need.
7-day trial · 2 free researches · No credit card