AI VISIBILITY SNAPSHOT
PASTEL
pastel-cycles.com·Bikes & Cycling
Audited on February 18, 2026. Scores change weekly as LLMs update their training sources.
GLOBAL SCORE
0
/100
INVISIBLE
AT RISKKey Metrics
Presence in AI responses.
CITED IN RESPONSE
0/3
CITED IN PROMPT
1/3
TOP #1
0/3
PROMPTS
3
AI Ranking
Who AI mentions first — and who is rising.
| Prompt | Engine | Position | Competitors |
|---|---|---|---|
| I'm looking for artisanal custom steel bicycles brands in France. What are the best options for quality custom bicycles and accessories? I don't want big corporations, rather local independent brands.PURCHASE | Not cited | ||
| How do I choose among independent custom steel bicycles brands in France? What criteria should I look for when buying custom bicycles and accessories?COMPARISON | Not cited | ||
| What are the best independent alternatives to PASTEL for custom steel bicycles? I want similar-sized local brands in France, not large corporations.ALTERNATIVES | Not cited |
NEXT STEP
You're missing 95% of insights on PASTEL.
The full audit of pastel-cycles.com tests 60 queries across 3 AI engines, detects every weak spot, and generates a personalized action plan.
AI VISIBILITY ANALYSIS
PASTEL achieves an AI visibility score of 0/100 in the Bikes & Cycling category. The brand remains undervisible in AI-generated responses, representing an optimization opportunity through GEO (Generative Engine Optimization).
In terms of share of voice, PASTEL competes against Victoire Cycles, Cyfac and La Fraise Cycles. Victoire Cycles currently dominates #1 placements (3 vs 0 for PASTEL).
To improve AI visibility, brands should optimize their presence on sources that LLMs consult: structured data (Schema.org), customer reviews, expert content, and media mentions. See our methodology to understand visibility score calculations.
PASTEL