Field intelligence driving innovation — combining field insights and artificial intelligence
Adrien Naeem
Co-founder
March 2026 — Butterfly Agency — Presentation 1h
Temu & Shein gained 10M+ monthly visitors in France. Ultra-low pricing is now the default expectation for an entire generation of shoppers.
Search, social, and AI agents are replacing the website-first journey. Your .fr homepage is no longer where buying decisions start.
Budget pressure means consolidation: fewer vendors, fewer experiments. Every new tool must prove ROI in months, not years.
Fevad projects the market will cross €200B in 2026.
Source: Fevad / Médiamétrie — Q4 2025
3 Chinese platforms in the top 15 — and climbing every quarter.
| # | Site | Visits/mo | Origin | Trend |
|---|---|---|---|---|
| 1 | Amazon | 42M | US | Stable leader |
| 2 | Leboncoin | 30.5M | FR | Steady #2 |
| 3 | Temu | 24.6M | CN | +2M this quarter |
| 4 | Booking.com | 20.8M | NL | |
| 5 | E.Leclerc | 19.5M | FR | |
| 6 | Shein | 19.5M | CN | +3M, biggest riser |
| 7 | Vinted | 17.8M | LT | |
| 8 | Carrefour | 17.1M | FR | |
| 9 | Lidl | 16.7M | DE | |
| 10 | Cdiscount | 15.5M | FR | |
| 11 | Fnac | 14.2M | FR | |
| 12 | AliExpress | 13.8M | CN | Steady presence |
| 13 | Leroy Merlin | 12.5M | FR | |
| 14 | Decathlon | 11.9M | FR | |
| 15 | Zalando | 11.2M | DE |
Source: Fevad / Médiamétrie Q3 2025 — Chinese platforms in pink · French platforms in blue
Temu + Shein = 44M visits/month combined. Ultra-low prices reset consumer expectations.
Marketplaces commoditize every category. French retailers forced to compete on price, not value.
Since its launch in March 2025, TikTok Shop captured 1% of the French market in 6 months, with 16,450 active sellers and a creator-centric model.
The two French giants integrate ChatGPT into their customer journey: conversational search at Leboncoin (-70% search time), omnichannel assistant at Carrefour (drive + stores).
The French startup raises €7 million to make retailers visible in AI chatbots. A strong signal of the rise of GEO in France.
France is not a market you enter. It's a market you earn.
Buying decisions involve 5-8 stakeholders. Consensus matters more than speed. Expect 6-12 month sales cycles.
Referrals and warm intros drive 70%+ of enterprise deals. Cold outreach barely works in France.
Retailers rely heavily on agencies and integrators. You need them on your side before you pitch the client.
Features don't close deals. Trust, presence and local proof do. Show up, show value, show commitment.
Key agencies and consultancies shaping French retail digital transformation.
Sourced from LCDE, WIRE, Store Tour, Back From… events, and our WhatsApp community.
Margin, stock, space, labour, customer acquisition — every cost line is under scrutiny.
Too many tools, too many vendors. Teams want fewer platforms that actually deliver.
Forecasting is broken. Consumer behaviour shifts faster than planning cycles can follow.
Sourced from LCDE, WIRE, Store Tour, Back From… events, and our WhatsApp community.
They want real ROI, not pilots that go nowhere.
Too many tools, too much complexity. They're cutting, not adding.
Business performance > feature lists. Show me the revenue impact.
Omnichannel is the #1 operational priority.
Not hype. Concrete applications that move metrics.
"Show me what it did for someone like me."
French references > global logos. Always.
They want a partner, not a login.
Or a solid ecosystem. No one wants another silo.
Instant rejection if you can't show differentiation.
Revenue share models poorly understood. Transparency wins.
The market has a long memory. One bad launch poisons the well.
"If no one here uses it, why should I?"
TikTok Shop has already disrupted French e-commerce.
Show product in action.
Creators drive the funnel.
Media first, e-com second.
Most converting format.
Source: Adrien Naeem — ECLS 2026
50%+ of French consumers use AI to discover and purchase.
Basket +35%, returns -15%
20M+ US users for AI reco
Try-On, conversion +40%
Payment + fulfillment + support
05b — field intelligence
Exclusive insights from the private e-commerce leaders club — joincore.io
€60B of SEO must be redirected to GEO starting 2026.
-70% search time. +45% engagement.
Mandatory adoption Q3 2026.
3× more clicks via generative responses.
| Metric | Definition | Impact |
|---|---|---|
| AI Visibility | Probability in AI response | Replaces CTR |
| Conv. Conversion | Sessions → purchase | New KPI |
| Intent Match | Content × AI query | Ranking factor |
| NL Rank | Position in gen response | > Google rank |
See what's next in retail, live — storetourparis.com
RFID, sensors, unified stock
Ship-from-store, click & collect
Flow analytics, smart mirrors
Tablets + live customer data
Trust, proximity, and personal connections still close deals. Cold outreach doesn't work here.
Chinese platforms changed the game. Pricing, bundling, and value perception are the new battleground.
Discovery, operations, customer experience — AI is reshaping every layer of retail, fast.
Contact us to discuss your retail & e-commerce strategies.
Adrien Naeem
Co-founder
This document is confidential
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TikTok isn’t a destination — it’s a reflex.
Products tagged directly in short-form content. Discovery meets instant purchase.
Lives tripled. Sessions +51%. Purchases ×3.4. The most converting format in social.
Native commerce tab: content → trust → purchase. Full funnel in one app.