Why eLLMo
Every other method
takes weeks you don’t have.
A/B testing takes weeks. Focus groups cost $30K. User interviews don’t scale. eLLMo delivers ranked sales problems based on how your buyers think and decide, in 15 minutes, before you spend a dollar on traffic.
At a glance
The honest comparison
Every research method has its place. Here’s where each one excels, and where it falls short for conversion work on online brands.
| Method | Time to insight | Cost | Before launch | Ideal-customer-specific | Revenue-ranked |
|---|---|---|---|---|---|
| eLLMo Simulation | 15 minutes | Accessible | Yes | Yes | Yes |
| A/B Testing | 2–6 weeks | Traffic cost | No | No | Partial |
| Focus Groups | 4–6 weeks | $10K–$30K | Yes | Partial | No |
| User Interviews | 2–4 weeks | Researcher time | Yes | Partial | No |
| Conversion-rate agency | 3–6 months | $5K–$20K/mo | Partial | Partial | Partial |
| Heatmaps | Days–weeks | Low | No | No | No |
Deep dive
Method by method
Where each method is genuinely strong, and where it falls short for fast-moving online brand teams.
A/B Testing
- Statistically rigorous
- Real buyer behavior
- Proven at scale
- Needs 2,000–10,000 visitors per variant for significance
- Takes 2–6 weeks minimum
- Only tests what you already hypothesized
- Loses every test to the control first
- Can't test before launch
Verdict
Great for validating winners. Terrible for finding what to test.
How it works with eLLMo
Use eLLMo to identify what to test. Use A/B to confirm at scale.
Focus Groups
- Nuanced qualitative feedback
- Can probe motivations
- Human empathy
- $10,000–$30,000 per study
- 4–6 weeks to field and analyze
- Social desirability bias skews answers
- 6–10 participants don't represent your full ideal customer base
- Can't test digital assets live
Verdict
Great for brand positioning. Limited utility for conversion optimization.
How it works with eLLMo
Use eLLMo for conversion. Use focus groups for brand narrative.
User Interviews
- Deep empathy building
- Uncovers hidden motivations
- Flexible exploration
- 1–2 interviews per day maximum
- Recall bias. People describe past behavior inaccurately
- Non-buyers are hard to recruit
- Individual outliers distort findings
- Analysis is qualitative and hard to prioritize
Verdict
Great for building empathy. Hard to scale into conversion decisions.
How it works with eLLMo
Use eLLMo for scale and speed. Use interviews for deep narrative research.
Conversion-rate agency retainer
- Expert strategists
- Full implementation support
- Ongoing optimization
- $5,000–$20,000/month minimum
- 3–6 month runway before meaningful lift
- Hypothesis-driven. They test what they think matters
- Generic frameworks not specific to your buyer
- You own the results only while you pay the retainer
Verdict
Great for mature brands with runway and budget. Slow to start.
How it works with eLLMo
Use eLLMo to prioritize for your conversion-rate agency. It makes their testing faster and cheaper.
Heatmaps & Session Recordings
- Real user behavior
- Visual and easy to interpret
- Low cost
- Shows clicks and scrolls, not why buyers leave
- Requires significant traffic to surface patterns
- No split by buyer type. All visitors lumped together
- No prediction. Only historical data
- Doesn't work pre-launch
Verdict
Great for diagnosing what happened. Can't predict what will happen.
How it works with eLLMo
Use eLLMo before launch. Use heatmaps to track your changes post-launch.
eLLMo advantages
What makes eLLMo different
eLLMo isn’t replacing the research you already use. It fills the gap every other method leaves: fast, ideal-customer-specific insight before launch.
Before-launch insight
Test before you spend. Know your sales problems before the first ad dollar goes out. No other method works before you have traffic.
Findings tuned to your buyers
Every simulation runs on how your specific buyers think and decide. Not generic user panels or statistical averages.
Revenue-ranked prioritization
Sales problems are ranked by projected lift, so you fix the right things first. A sequenced action plan.
15-minute turnaround
From URL submission to ranked findings in under 15 minutes. Test on Monday. Ship fixes on Tuesday. Measure results by Friday.
Unlimited iteration
Run simulations on every variant, every new section, every A/B hypothesis. No cost per participant. No wait time.
Actionable output, not observations
Every finding includes the specific page element, the specific buyer psychology driving the reaction, and a recommended fix.
See the difference in 30 minutes
We’ll run a live simulation on your actual page. You see buyer findings in real time. No slides. No generic demo. Your page. Your buyers. Your conversion gaps.