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For Consumer Goods Teams · Peer-reviewed at 86% human accuracy

Test every consumer goods decision. Not just the launches.

Test consumer concepts, positioning, pricing, and category strategy against synthetic consumer personas before you commit. Peer-reviewed at 86% human accuracy against Baymard Institute and Nielsen Norman Group.

7-day trial · 2 free researches · No credit card

86%
Recall against expert-published findings from Baymard Institute and Nielsen Norman Group
< 30 min
From research design to insights report
$8
Effective cost per test on Pro
500+
Teams shipping with Articos

The consumer goods reality

Why most consumer goods decisions never actually get tested.

Consumer goods teams research launches. They rarely research the twenty decisions that shape the launch — the positioning framing chosen in a workshop, the price point that lands where the CFO's spreadsheet suggests, the category extension greenlit on founder conviction. Real consumer research runs $5,000 to $50,000 per CPG-specific study with weeks of turnaround, so it gets rationed to the launch, the rebrand, and occasionally the pricing overhaul.

CPG and FMCG teams have lived with this because there wasn't an alternative. Articos is the alternative.

Where this fits in your workflow

What Articos does for consumer goods, and where traditional research still owns.

Articos is an AI user research platform that helps consumer goods teams test how consumers react to concepts, positioning, pricing, and category strategy — before production, trade, or launch commits.
Use Articos for pre-commit reaction and reasoning decisions
  • How consumers react to a concept before production tooling gets ordered
  • Which positioning framing your target segment can repeat back
  • How pricing framings and offer structures read to each segment
  • How consumers respond to category extensions or brand adjacencies
  • Which regional framings translate across markets
Use traditional research for volumetric and behavioral outcomes
  • Volumetric forecasting for launch sizing (BASES and similar)
  • Behavioral usage studies and in-home tests
  • Shelf velocity and category tracking (Nielsen, Circana, Kantar)
  • Retailer buyer research and category manager interviews
  • Regulatory-compliant claim substantiation

Most consumer goods teams do both. Articos handles the decisions along the way that traditional research doesn't fit.

Four consumer goods decisions you can test on Articos

The consumer goods research decisions teams test in under 30 minutes.

Each decision below is a real query buyers type into Google or ask AI tools. Below each: the sub-persona it serves, the method Articos uses, what comes back, and the honest limit.

01For Innovation & Brand Teams

How do you test a consumer goods concept before production tooling gets ordered?

You test the concept against synthetic consumer personas segmented by category familiarity, purchase context, and target demographic. Articos returns which concept your target segment recognizes as solving a problem, which framings land, and where the concept gets lost — before you commit tooling, packaging, or trade dollars.

Traditional concept testing through BASES-style volumetric methodologies typically runs $50,000 to $150,000 per test, with weeks of turnaround. That gate is why most teams run only one or two full concept tests per year, reserved for the biggest launches. Every other concept gets decided in internal workshops. Articos runs your concept variants against synthetic consumer personas modeled on your target segment, returning reactions per variant with segment-level winners.

What comes back
  • Concept resonance per consumer segment
  • Language patterns each segment uses to describe your product
  • Objection patterns and category-adjacent references
  • Segment-level winner recommendations across concept variants

Reaction and reasoning testing. Not a volumetric forecast or a substitute for BASES-style pre-launch validation. Use Articos to filter down to the 2-3 concepts worth full testing.

For strategic direction testing, see Concept Testing on Articos →
02For Brand & Marketing Teams

How do you test positioning framings before the rebrand goes live?

You test positioning framings against synthetic consumer personas segmented by category familiarity, purchase context, and lifestyle archetype. Articos returns which framing your target segment repeats back accurately, which one gets lost in translation, and which segment responds to which frame.

Positioning that resonates in the founder's head often misses the shopper's actual category context. Articos runs your framings against synthetic consumer personas modeled on the target segment, surfacing which lands, which segment prefers which frame, and the specific language consumers use to describe your brand. Testing that would typically cost $10,000 to $25,000 through traditional qualitative research runs at $8 per test.

What comes back
  • Clarity and resonance per positioning framing
  • Language patterns your target segment uses to describe your product
  • Objection patterns per positioning direction
  • Segment-level winner recommendations

Reaction testing on positioning perception. Not a predictor of long-term category adoption or actual behavioral shift.

See how Message Testing works for the general method →
03For Brand, Innovation & Commercial Teams

How do you test pricing and offer structures before the price point locks?

You test multiple pricing framings and offer structures against synthetic consumer personas segmented by price sensitivity, purchase context, and category familiarity. Articos returns which pricing model each segment reads as fair, which reads as overreach, and which anchors work across target archetypes.

Consumer goods pricing decisions carry real margin risk. A price point that reads as premium to one shopper archetype reads as inaccessible to the segment that would have converted at a different anchor. Testing pricing framings against real shoppers takes weeks and requires committed spend. Articos runs your pricing framings against consumer personas segmented by target buyer type, surfacing perceived fairness, anchor reactions, and adoption drivers per segment.

What comes back
  • Perceived fairness per pricing model, per consumer segment
  • Objection patterns per pricing framing
  • Anchor value reactions across consumer archetypes
  • Recommended pricing framing per buyer segment

Reaction testing on pricing perceptions. Not a substitute for real transactional willingness-to-pay measured through actual purchases or trade tests.

04For Innovation, Brand & Strategy Teams

How do you test category extensions and brand adjacencies before the strategy is locked?

You test the category extension or brand adjacency direction against synthetic consumer personas segmented by category familiarity and brand relationship. Articos returns whether your target segment accepts your brand in the new category, which specific tensions emerge, and how the extension reshapes their perception of the core brand.

Category extension decisions are among the highest-risk moves a consumer goods team makes. Consumer acceptance of the brand in a new space determines whether the extension builds the portfolio or dilutes the core. Traditional research on these questions runs through category-tracking studies and takes months. Articos runs the same reaction and reasoning question against synthetic consumer personas modeled on your target segment, returning acceptance patterns, tension points, and language shifts across category framings.

What comes back
  • Brand acceptance per category extension direction
  • Tension patterns where the extension confuses or dilutes
  • Language shifts consumers use to describe your brand in the new category
  • Recommended framing per target segment

Reaction and reasoning testing on category perception. Not a substitute for real category tracking (Nielsen, Circana) or shelf performance measurement.

Grounded in science

Why synthetic user research from Articos holds up in stakeholder review.

Articos is the AI user research platform built on behavioral science methods used in academic consumer research — Big Five personality traits (NEO-PI-R), Hofstede's cultural dimensions across 69 countries, Rogers' diffusion of innovations model, and ACT-R cognitive architecture — and validated through a peer-reviewed paper at 86% recall against expert-published findings from Baymard Institute and Nielsen Norman Group. Each study runs 12 to 50 stance-diverse personas through hypothesis-blind interviews with six-stage adversarial review to filter agreement bias out of the output.

Built on
Big Five (NEO-PI-R)Hofstede 6DRogers DiffusionACT-RBaymard InstituteNielsen Norman Group
86%
Research Fidelity
Recall against expert-published findings from Baymard Institute and Nielsen Norman Group.
46
Studies
Cross-domain validation across nine industries.
Accuracy vs. LLMs
More accurate than general LLMs on the same task. Same models, different architecture.

Grounded Simulation peer-reviewed study, Articos Research (2026). Five-condition comparison, p < 0.002 (Wilcoxon signed-rank).

Read the full methodology →

Why teams switch

Why consumer goods teams switch to Articos.

Test everything

Every concept, every positioning framing, every pricing question. Not just the two decisions your annual research budget covers.

From $8

Per test on Pro — vs $5,000 to $50,000 per traditional CPG-specific study.

Cross-market

Synthetic consumer personas calibrated to Hofstede's cultural dimensions across 69 countries. Regional adaptation built in.

“I've tested a lot of tools, but this one actually delivers: stop guessing, start knowing. The simulated survey questions had way more depth and nuance than I expected, and the report output was amazing.”

Julia Rumburg, Founder · Rumcastle Consulting

FAQ

Common questions from consumer goods teams.

Articos is an AI user research platform that helps consumer goods, CPG, and FMCG teams test how consumers react to concepts, positioning, pricing, and category strategy — before launch — using behaviorally-grounded synthetic personas. It runs pre-commit reaction and reasoning tests under 30 minutes at $8 per test. It complements — never replaces — volumetric forecasting from BASES, category tracking from Nielsen or Circana, and real behavioral studies. Use Articos for the many decisions along the way; use traditional research for launch validation and behavioral outcomes.
BASES, Kantar, and traditional CPG research firms provide volumetric forecasting, real behavioral prediction, and category-tracking data — outputs Articos does not produce. Articos runs pre-commit reaction and reasoning testing at 30 minutes and $8 per test, sized for the twenty decisions per year that don't get traditional research budgets. Teams use Articos to filter concepts down before commissioning full BASES tests, or to run positioning and pricing tests they'd otherwise skip. Complementary tools, different jobs.
FMCG teams face the same reality as CPG: research budgets get reserved for major launches and rebrands, while the decisions leading to those launches get made without consumer input. Articos runs those decisions in 30 minutes at $8 per test, with Hofstede-calibrated cultural coverage across 69 countries for multi-market teams. FMCG teams typically use Articos for pre-launch reaction testing, regional adaptation, and portfolio decision-making.
For reaction, reasoning, and messaging comprehension — yes, at 86% recall against expert-published findings, validated in the peer-reviewed Grounded Simulation paper. Personas are grounded in Big Five personality traits, Hofstede cultural dimensions, Rogers' diffusion of innovations model, and behavioral psychology. They don't represent real behavioral outcomes over time or population-representative volumetric data, and Articos doesn't claim they do.
Direct ChatGPT prompting generates 142 themes per study at 4.5% precision — a 22:1 noise ratio. Articos runs hypothesis-blind interviews against 12 to 50 stance-diverse personas, using six-stage adversarial review to filter agreement bias out of the output. 7× more accurate than direct ChatGPT prompting (p < 0.002 in the Grounded Simulation paper).
Articos personas are grounded in Hofstede's cultural dimensions framework across 69 countries. Teams launching in multiple markets can run the same concept, positioning, or pricing framing against synthetic consumer personas calibrated to each target market's cultural dimensions, returning segment-level reactions per market. Used for regional adaptation decisions, cross-market launch planning, and cultural sensitivity checks before regional creative goes live.
$79/mo Starter (10 researches), $199/mo Pro (unlimited researches). 40% off launch pricing currently active on monthly plans. On-demand packs from $29 for 2 researches, lifetime access, no expiry. Free trial with 2 researches, 7 days, no credit card required.
Yes. One $199/mo Pro subscription includes unlimited tests across every client. White-label reports built in — your logo, your colors, ready for client delivery. Common uses include running rapid concept validation for client pitches, testing positioning framings across a client portfolio, and providing pricing sensitivity reads at project scoping stages.
Articos does not produce volumetric forecasting, real behavioral outcome prediction, shelf velocity data, or category-tracking measurement. It does not test packaging design (visual comprehension, shelf standout, and color psychology require real research and eye-tracking studies). It does not conduct real in-home use tests or ethnographic studies. For those decisions, traditional research firms and category-tracking providers remain essential.
Sign up free with no credit card, pick your first decision to test (concept, positioning, pricing, or category direction), define your target consumer segment, and run the study. First report in under 30 minutes. Start your first study free at articos.com/pricing.

Test the next decision you were about to make on gut.

Pick one consumer goods decision on your team's plate — a concept, a positioning framing, a price point, a category direction. Run it through Articos.

7-day trial · 2 free researches · No credit card