Frequently Asked Questions

Question 1

How do you make simulated buyers think differently?

Accepted Answer

Each simulated buyer is built from real buyer data and carries its own habits: how patient they are, how much price matters, how deeply they research, how much proof they need, and how much risk worries them. That mix changes what a buyer trusts, what makes them anxious, and what gets them to act. The result is a panel of distinct buyers matched to your customers, not age-and-income sketches.

Question 2

Why trust simulated buyers over real traffic?

Accepted Answer

Fair question. We don't ask you to take them on faith. Before a run, the panel is checked against your own customers. Every finding passes 4 quality checks and comes with a count of how many buyers hit it, plus a likely range. And nothing ships on a simulated buyer's word. eLLMo proves each fix with an A/B test on live traffic before the winner goes into your store. Simulated buyers show you where to look. Real traffic has the final say.

Question 3

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 matched to the customers you actually sell to before any live traffic is committed. Traditional user research takes 4–6 weeks and typically costs $15k–$50k per engagement. eLLMo shows you where buyers hesitate and why, faster and cheaper, and before you spend a dollar on traffic.

Question 4

Does this replace customer research?

Accepted Answer

No. Simulation helps you decide what to fix before you spend on traffic. It is not a replacement for talking to real customers. It finds likely problems before you recruit, spend, or run a live test, and it gives later research a clearer starting question.

Question 5

How does eLLMo surface buyer intent?

Accepted Answer

eLLMo reads each simulated buyer's reasoning against your specific page and scores how likely they are to buy. Every finding passes 4 quality checks, so it is grounded in how that buyer thinks and tied to a specific part of the page, not generic AI filler. The result is a ranked list of sales problems, each with a count of how many buyers hit it.

Question 6

What does "before you spend" mean?

Accepted Answer

It means you see what stops people from buying before you commit your media budget, not after. A classic A/B test needs live traffic and weeks of data before it tells you anything. eLLMo Simulation runs against your product page, landing page, email, or ad creative today, ranks the sales problems, and lets you fix them before your campaign goes live. Then eLLMo tests the fix on live traffic and ships the winner.

Question 7

Which online brand categories does eLLMo work best for?

Accepted Answer

eLLMo has the highest impact in categories where trust, ingredient credibility, gift-appropriateness, social proof, and risk aversion strongly influence the purchase. This includes luxury skincare, beauty, health and wellness, apparel, and premium CPG. Brands that sell to several distinct kinds of buyer see especially strong results.

Question 8

How long does a simulation take from brief to report?

Accepted Answer

The full panel simulation runs in under 15 minutes once you share your page. Preparing the brief typically takes 15–20 minutes. Your ranked findings report, including buyer-level breakdowns and a copy brief, is delivered the same day. Most teams take that brief to design or copy within 24 hours.

Question 9

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 finds questions where competitors are recommended and you are missing, and it adds the product data those tools read so they name your brand accurately and positively.

Question 10

How does eLLMo connect to our existing tools and workflows?

Accepted Answer

You can start with nothing but a product page URL, so no integration is required to get your first report. From there, product data installs through your Shopify app, or as code if you run a custom store, and eLLMo reads the Meta Ads, Google Ads, TikTok, Google Search Console, and Google Analytics accounts your team already runs. Reports are still built to paste straight into your creative brief, your design ticket, or your stakeholder presentation.

Everything you need to know
before your first simulation

Straight answers to the questions we hear most.

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