Le Requin Design — AEO for local businesses in Lille
lerequindesign.fr3.38/ 5
Composites within ~0.3 are effectively tied — read the per-axis profile.
M1 · Own AI-visibility 2 · 9%
Absent from category recall on both engines. Brand recall thin/self-sourced on both: ChatGPT — 'l'agence existe mais la plupart des informations viennent de son propre site; faible présence externe (un répertoire d'entreprises), insuffisante pour une reconnaissance indépendante'; Claude — 'freelance « Lucas », web designer à Lille, ayant récemment ajouté une offre AEO/IA; témoignages auto-publiés uniquement, aucune trace indépendante.' measured via ChatGPT + Claude probe, 2026-06-29 ↗
M2 · Method transparency 4 · 16%
Clear four-phase method (diagnostic across 4 AI engines, tailored action plan, implementation, monthly monitoring), named measurement (citation rates on ChatGPT/Perplexity/Google AI/Copilot + competitor comparison) and sample deliverables ("Schema FAQ on 3 key pages, llms.txt file creation, robots.txt configuration for GPTBot/ClaudeBot"). source ↗
M3 · Evidence verifiability 2 · 23%
No named clients, case studies with URLs or testimonials; claims rest on unsourced statistics ("25x conversion rate vs organic", "69% of Google searches end without click"). source ↗
M4 · Pricing openness 4 · 12%
Fixed prices published for the entry tiers — Diagnostic AEO 290 €, Diagnostic AEO Pro 490 €, Maintenance AEO 290 €/mois, sites from 2000 €/5200 € — though the full "Optimisation Complète" is sur devis. source ↗
M5 · AI legibility 5 · 10%
Reachable to AI crawlers and server-rendered; machine-legibility — Schema.org ✓ · sitemap ✓ · llms.txt ✓ (3/3). source ↗ · checked 2026-06-30
E1 · Segment fit 5 · 12%
editorial — Explicitly targets TPE, PME, indépendants and artisans in Lille / Hauts-de-France, with low fixed diagnostic prices — proportionate, clearly local SMB. source ↗
E2 · Promise cleanliness 4 · 18%
editorial — No guarantee language (positive) and no "#1" promises, but some urgency framing ("Vos concurrents ne font pas encore d'AEO") and unsourced statistics keep it short of careful. source ↗
◧ M1 cross-engine — ChatGPT: self-sourced-thin — mostly own site; weak external presence (a business directory) · Claude: self-sourced-thin — freelance 'Lucas' (Lille), recent AEO pivot; self-published testimonials only · recorded, not averaged
A clean local AEO shop with a clearly published four-phase method and fixed entry prices. It is held back by the absence of named, checkable client proof (M3) and some urgency-led, unsourced stats. Promises are guarantee-free. M1 provisional pending the Phase-2 probe.
Focus: SEO-led hybrid · -0.20 applied to composite
SMB-primary: pass
Self-serve offer: pass
GEO substance: pass
Live business: pass
What this ruler does NOT measure Track-record depth and the volume of named cases favour older incumbents we cannot fully see; NDA-bound outcomes are unscored. We weight reproducible, buyer-checkable signal on purpose — and we list ourselves on the same ruler.
Data as of 2026-06-30
Each entry is marked up as an editorial Review with a Rating (not AggregateRating) — view page source to verify.