A/B Messaging & Narrative Testing
Know which framing, rational upside vs. emotional pull, actually moves outcomes, before you scale media spend.
Before you decide, ask the digital twins.
Bigword AI is a decision simulation platform that creates digital twins of your customers and communities, allowing you to engage with them directly. Test scenarios and gather insights for your products and campaigns without relying on costly surveys.
Capabilities
Engage audiences, move faster than field research, manage your pool, and explore sensitive questions, safely inside your organization.
The Advantage
Conduct research in the Bigword AI universe without the need for customer data.
| Criteria | Bigword AI | Field SurveysField | Focus GroupsFocus | Customer PanelsPanels |
|---|---|---|---|---|
| Time to Results | Minutes | 2–6 weeks | 3–8 weeks | Days to weeks |
| Cost | Fixed subscription | High per project | Very high per session | High annual commitment |
| Sample Size | Unlimited | 200–2,000 | 6–12 participants | 500–5,000 |
Incarnation
Choose your focus area, then define scenarios and simulations to generate.
Results appear once the run completes.
From pricing and positioning to crisis and copy, simulate how audiences respond before you commit real budget, headcount, or calendar time.
Know which framing, rational upside vs. emotional pull, actually moves outcomes, before you scale media spend.
Model revenue effects of price moves and trade-offs without exposing live customers to risky rollouts.
See what drives loyalty to rivals and where share is there for the taking, before you reposition the brand.
Group customers by how they feel about you, not only by what they spent last quarter.
Estimate organic propagation paths early, with culturally aware signals instead of vanity engagement scores.
Pressure-test launches and narratives without the cost and lag of massive field studies.
Turn winning test reads into headline and body copy tuned for conversion, not just slide decks.
Exercise rare, extreme customer profiles that are costly or impossible to recruit in the wild.
Clarify not only who the buyer is, but the motives, fears, and proof bars that actually close the deal.
Process
From audience definition and the digital twin pool through simulation to an executive report your team can act on.
We define which audience to simulate: target segment, behavior criteria, and scope.
Anonymous twins are built from public digital traces of real people; profiles are calibrated and validated.
You define your question, scenario, or variations; twins respond.
Responses become actionable output with rationales and demographic breakdowns.
Proof Mechanism
Accuracy is not a number. It is a trust architecture.
The model is calibrated every 6 months using a scaled field survey to adapt to societal changes.
We run the simulation against your past decisions.
Reasons for the outcome and assumptions made differences
Trust & Security
Enterprise-grade safeguards for your strategy and customer data, from encryption and private deployment to compliance and access controls enforced from day one.
Twins are decoupled from source accounts, with personal data hosted on GDPR-compliant EU infrastructure.
Your data is not for the simulation or for creating digital twins. We offer our digital twin pool.
Your customer and strategy data is never used to train AI models, under any circumstance.
Full alignment with local and international data protection standards.
Each user accesses only the data they are authorized to see, and every action is logged.
Every customer relationship begins with a binding confidentiality agreement.
Your data informs your simulations only.
FAQ
The most common questions about the platform, process, security, and demos.
Bigword AI is a decision simulation platform built on digital twins created from publicly available digital traces of real people. You can engage with your customers, target audience, or any segment of society without fieldwork, test products and campaigns in high resolution, and rehearse as many times as you need before you commit budget.
Synthetic and AI personas predict likely responses. Bigword twins are grounded in real human behavior patterns derived from public digital footprints. You are not asking a model to guess; you are simulating how a calibrated audience profile would respond.
No. Your private customer data is not to run simulations or build twins. Bigword offers a digital twin pool you can use out of the box, and you can also create brand-specific customer and community pools to reuse across projects.
Most projects reach actionable output in a few hours. Field surveys typically take 2–8 weeks, focus groups 3–8 weeks, and customer panels days to weeks. After the initial setup, repeat tests often take minutes to hours.
In four steps: define the audience you want to simulate, build or select a calibrated digital twin pool, run your question or scenario variations, and receive an executive report with responses, rationales, and demographic breakdowns.
Common use cases include A/B message and narrative testing, price elasticity, competitive gap analysis, customer value segmentation, campaign virality forecasting, pre-launch product and concept testing, ad copy generation, hyper-niche persona simulation, and B2B ICP and motivation mapping.
Yes. Questions about crisis, pricing, or competitors that you cannot ask customers directly can be explored in a controlled environment inside your organization, without relationship risk or social desirability bias from live panels.
Bigword is designed with privacy in mind: KVKK and GDPR alignment, role-based access control, NDA-first engagements, and a commitment that your customer and strategy data is never used to train AI models.
Yes. You can run unlimited scenario variations on the same twin, revisit the same audience anytime, and access simulations on demand, unlike field research that requires a new respondent pool for each wave.
Choose an available slot in the Book a Demo flow. Demos are 45 minutes. Once our team approves your request, your calendar invite with the Google Meet link will be sent to your email, and you'll receive a reminder 45 minutes before the session.
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