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Comparison

Tolix Steel Design vs Mobalpa

3-prompt snapshot · Baseline: 2026-02-18

tolix.com

Tolix Steel Design

71

/100

Top1: 1/3
Mentioned: 2/3
mobalpa.fr

Mobalpa

65

/100

Top1: 1/3
Mentioned: 2/3
Delta·+6pts

CHART: SCORE COMPARISON

Tolix Steel Design

71/100

Mobalpa

65/100

One snapshot (3 prompts). Monitoring unlocks history and alerts.

COMPARATIVE ANALYSIS

In this AI visibility comparison between Tolix Steel Design and Mobalpa, both brands show similar scores (difference of 6 points), indicating close competition for visibility in LLMs.

Citation frequency and positioning (#1 vs mentioned) determine how AI engines recommend each brand. Both brands share equal #1 placements, making differentiation through content and structured data crucial.

To improve their respective scores, each brand should optimize their presence on LLM sources of truth: Schema.org data, customer reviews, media mentions, and expert content. See our methodology for details.