Question 1

What is the OCEAN psychological model?

Accepted Answer

OCEAN (Openness, Conscientiousness, Extraversion, Agreeableness, Neuroticism) is the Big Five personality framework from academic psychology — the most rigorously validated model for predicting human behavior across contexts. eLLMo uses OCEAN calibration to produce behaviorally distinct buyer personas that simulate real consumer decision-making, not demographic sketches. Each dimension shapes what a buyer trusts, what makes them anxious, and what compels them to act.

Question 2

How are eLLMo buyer simulations different from real user research?

Accepted Answer

eLLMo buyer simulations run in 15 minutes, require no participant recruitment or scheduling, and are calibrated to your exact ICP profile before any live traffic is committed. Traditional user research takes 4–6 weeks and typically costs $15k–$50k per engagement. eLLMo gives you the same depth of buyer insight — faster, cheaper, and before you spend a dollar on traffic.

Question 3

How does eLLMo surface buyer intent?

Accepted Answer

eLLMo analyzes each AI buyer persona's reasoning against your specific page to produce a calibrated purchase intent signal. Every finding passes a multi-gate quality rubric to ensure outputs are behaviorally grounded, psychologically consistent, and traceable to specific page elements — not generic AI output. The result: ranked conversion blockers with evidence, not guesses.

Question 4

What does 'pre-spend' mean in practice?

Accepted Answer

Pre-spend means you get conversion intelligence before committing your media budget — not after. Traditional A/B testing requires live traffic and weeks of data. eLLMo Simulation runs against your landing page, email, or ad creative today, surfaces ranked conversion blockers, and lets you fix them before your campaign fires.

Question 5

Which DTC categories does eLLMo work best for?

Accepted Answer

eLLMo delivers the highest impact for DTC brands in categories where psychological drivers — trust, ingredient credibility, gift-appropriateness, social proof, risk aversion — strongly influence the purchase decision. This includes luxury skincare, beauty, health and wellness, apparel, and premium CPG. Brands with complex buyer personas and multiple cohorts see especially strong results.

Question 6

How long does a simulation take from brief to report?

Accepted Answer

The full panel simulation runs in under 15 minutes once your brief is submitted. A complete brief typically takes 15–20 minutes to prepare. Your ranked findings report — including persona-level breakdowns and a copy brief — is delivered the same day. Most DTC teams brief their design or copy team within 24 hours of receiving results.

Question 7

What is eLLMo AI Search?

Accepted Answer

eLLMo AI Search monitors how your brand appears across AI answer engines — ChatGPT, Claude, Gemini, and Perplexity. It identifies queries where competitors are recommended and you're absent, and deploys the schema markup and structured content signals that help AI engines surface your brand accurately and positively.

Question 8

How does eLLMo connect to our existing tools and workflows?

Accepted Answer

eLLMo delivers findings as structured reports your team can act on immediately — no integration required to get started. Reports are designed to paste directly into your creative brief, your design ticket, or your stakeholder presentation. For teams that want deeper workflow integration, we work with your ops team directly as part of the engagement.

Everything you need to know
before your first simulation

Still have questions?

Everything you need to knowbefore your first simulation

Still have questions?

Everything you need to know
before your first simulation