The Zappi alternative you can start without a sales call.
Zappi builds plans from a subscription, a credit bundle, and a service package, and sends buyers to sales. Articos publishes its prices, starts with a 14-day trial, and returns reasoning per persona in under 30 minutes. Peer-reviewed, about $10 per study.
14-day trial · 900 credits · No credit card
Recall against expert-published findings, validated against Baymard Institute and Nielsen Norman Group.
Full segment breakdown with reasoning per persona in every report.
Per study on Lite, Starter or Pro, at about 400 credits each. Zappi lists no prices on its pricing page.
Zappi is built for a research program. Many teams have one question this week.
Zappi is consumer insights software for brands building products, ads, and brand strength. Its Innovation solutions cover idea screening, concept testing, pack research, and pricing research. Advertising covers TV ad pretesting, storyboards, and digital ad research, and the Brand Health Tracker monitors a brand continuously. Customers on its site include PepsiCo, McDonald’s, Vodafone, and Reckitt, and the sectors it lists are CPG, QSR & Dining, Finance, and Telecommunications.
Its pricing page describes three parts: a platform subscription (Premium or Enterprise), a credit bundle to fund a year of research, and a service package with expert support across 12 months. It lists no prices and points buyers to sales. That structure fits a global brand running research all year. A B2B team, a consultant, or a founder with one positioning question has a different shopping list. Articos was built for that.
| Decision | Zappi returns | Articos returnsTry free → |
|---|---|---|
| Pretest a TV ad or storyboard with consumers | Advertising solutions: TV ad pretesting, storyboards, digital ad research | Not the right fit — use Zappi |
| Track brand health continuously | Brand Health Tracker | Not the right fit — use Zappi |
| Pack and pricing research for a CPG launch | Pack research and pricing research in Innovation | Not the right fit — use Zappi |
| B2B positioning line for a VP Engineering audience | Sectors listed on its site: CPG, QSR & Dining, Finance, Telecommunications | Reasoning per persona plus objection patterns |
| Messaging variants with reasoning by segment | Concept and advertising testing with consumers | Up to 3 variants in one study, reasoning per persona |
| Concept test across 5 buyer archetypes | Concept testing with adaptable audiences and data slicing | One study across concepts, segment reasoning throughout |
| Early idea screening before the quarter closes | Synthetic Idea Pre-Screener, in beta for Zappi customers in the US and UK (FMCG and QSR) | Self-serve for anyone, with a 14-day trial |
| Knowing the price before a sales conversation | No prices listed; subscription, credits, and services through sales | Published pricing: $29/mo Lite, $79/mo Starter, $199/mo Pro |
Articos runs the study end to end.
Hypotheses, a stance-diverse panel, interviews, and an evidence-traced report. 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.
Concept and advertising testing with consumers.
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.
Idea screening, concept testing, pack research, and pricing research. The Synthetic Idea Pre-Screener is in beta for existing customers in the US and UK, with broader availability planned for later in 2026.
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.
Digital ad research and early campaign ideas.
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.
Not listed on its site.
ICP Discovery for B2B Roles
Any role. Any seniority. No panel to recruit.
Describe the audience and Articos builds the panel: software engineers, CISOs, procurement managers, C-suite buyers, RevOps directors. Roles and seniority are part of the study specification, not a filter on a panel.
Custom audiences on subscription plans. The sectors it lists are CPG, QSR & Dining, Finance, and Telecommunications.
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.
Automated AI-powered reporting on Premium and Enterprise plans, with past insights stored on the platform.
Four moments when a sales cycle 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 Zappi is the better pick.
Worth saying out loud.
Consumer research for ads, packs, and pricing.
TV ad pretesting, storyboards, digital ad research, pack research, pricing research, and continuous brand tracking for CPG, QSR, finance, and telecom brands. Articos complements human research and doesn't replace it.
Enterprise programs with expert support.
Zappi sells service packages (Foundation, Growth, and Enterprise) with ongoing maintenance, strategic consultancy, and global and local support. If you want a team alongside the platform, Zappi is built for it. Articos is a platform you run yourself.
For everything else — B2B positioning, messaging depth, concept testing, user interviews, and any decision you need answered this week — Articos is the fit.
The side-by-side.
| Capability | Zappi | ArticosTry free → |
|---|---|---|
| Signal source | Consumer research and testing with consumers; Synthetic Idea Pre-Screener in beta | Synthetic personas grounded in Big Five, Hofstede 6D, ACT-R |
| Time to results | Not stated on its site | Under 30 minutes |
| Cost model | No prices listed; subscription, credit bundle, and service package through sales | About 400 credits per study, roughly $10 |
| Subscription entry | Premium and Enterprise plans, quoted | $29/mo Lite (1,200 credits) · $79/mo Starter (3,000 credits) · $199/mo Pro (8,000 credits) |
| Free trial | No trial listed; limited pilots may be offered | 14-day trial · 900 credits (around 2 studies) · no card |
| Validation | Customer case studies; a Forrester-cited result on its site | Peer-reviewed paper · 86% recall |
| Message testing | Concept and advertising testing | Segment reasoning per variant |
| Concept testing | Concept, pack, and pricing research; synthetic pre-screener in beta | One study across concepts |
| A/B testing | Digital ad research | Reasoning per preference |
| User interviews | Not listed on its site | Instant, hypothesis-blind |
| Live audience calls | Not listed on its site | Real-time voice conversations |
| B2B / niche roles | Sectors listed: CPG, QSR & Dining, Finance, Telecommunications; custom audiences | Any role at any seniority |
| International | Markets not stated on its site | 69 countries via Hofstede 6D |
| Stance diversity | Not stated on its site | Engineered across 5 categories |
| Evidence traceability | Automated AI-powered reporting | Every finding cited to a quote |
| White-label reports | Not listed on its site | Built-in on Pro |
| Best for | Consumer ad, pack, and pricing research; brand tracking; enterprise programs | B2B research, positioning, messaging depth, self-serve speed |
Zappi details verified at zappi.io, zappi.io/web/pricing, and Zappi’s published announcements, November 2026. Subject to change. Articos pricing per articos.com/pricing, November 2026.
Founders, agencies, consultants, and growth teams — moments when user research replaced assumption.
