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LDAO 8 — La Voie du Mandarin — 18 websites ranked by shared content topics, category and on-page relevance.

Each result shows its full tech stack, contacts and AI-policy — not just a name · Browse all sites in Language Learning →

Domain	Match	Title	Country/Lang	Category	AI files	Contact	AI-protection
doogidog.com ↗	66 match 1 shared topics	DOOGIDOG — l'aventure qui apprend	fr	language-learning	robotsllmsaihumans	emailphone	none
minoko.app ↗	65 match 1 shared topics	Minoko — Apprendre le lingala (et plus)	fr	language-learning	robotsllmsaihumans	emailphone	none
charlesantonas.com ↗	64 match 1 shared topics	Charles Antonas - Votre prof de FLE!	fr	language-learning	robotsllmsaihumans	emailphone	none
hellofrench.com ↗	64 match 1 shared topics	HelloFrench - Apprends le vrai français, pas celui des manuels	fr	language-learning	robots llmsaihumans	emailphone	none
horizon-english.com ↗	64 match 1 shared topics	Apprendre l’anglais professionnel - Horizon English	fr	language-learning WordPress	robotsllmsaihumans	emailphone	none
clapfrancais.com ↗	64 match 1 shared topics	Apprendre le français avec Clap Français	fr	language-learning	robotsllmsaihumans	emailphone	none
ideeolab.com ↗	63 match 1 shared topics	C'est du chinois, ce n'est pas sorcier ! - Idées O'Lab	fr	language-learning WordPress WooCommerce	robotsllmsaihumans	emailphone	none
ideesauxgrammes.com ↗	63 match 1 shared topics	C'est du chinois, ce n'est pas sorcier ! - Idées O'Lab	fr	language-learning WordPress WooCommerce	robotsllmsaihumans	emailphone	none
ideesolab.com ↗	63 match 1 shared topics	C'est du chinois, ce n'est pas sorcier ! - Idées O'Lab	fr	language-learning WordPress WooCommerce	robotsllmsaihumans	emailphone	none
accentdefrance.com ↗	63 match 1 shared topics	Accent De France \| Pour Apprendre Le Français Et Mieux Connaître Le Monde Francophone	fr	language-learning WordPress	robotsllmsaihumans	emailphone	none
af-france.fr ↗	63 match 1 shared topics	≡ Alliance Française de France \| 1er réseau d’écoles de français en France	France fr	language-learning WordPress	robotsllmsaihumans	emailphone	none
abc-cours.fr ↗	63 match 1 shared topics	ABC Cours - Soutien scolaire cours particuliers à domicile	France fr	language-learning WordPress	robotsllmsaihumans	email phone	none
7development.org ↗	63 match 1 shared topics	Home	fr	language-learning	robotsllmsaihumans	emailphone	none
traducteur-russe.com ↗	63 match 1 shared topics	Traducteur russe-français 2026 : annuaire, tarifs assermentés & méthodes	fr	language-learning	robotsllmsaihumans	emailphone	none
a2b-immersions.com ↗	63 match 1 shared topics	A2B Immersions, école de français pour les étrangers à Montpellier	fr	language-learning WordPress	robotsllmsaihumans	emailphone	none
academiedoyle.com ↗	63 match 1 shared topics	Accueil - Académie Doyle-École de langues pour entrepreneurs	fr	language-learning WordPress	robotsllmsaihumans	email phone	none
doniblon.com ↗	63 match 1 shared topics	DONIBLON — Apprendre dans nos langues \| Éducation en langues africaines	ML~ fr	language-learning	robotsllmsaihumans	email phone	none
dplangues.com ↗	63 match 1 shared topics	DPLangues - École de Langues à La Réunion	fr	language-learning WordPress	robotsllmsaihumans	emailphone	none

How the match score works

Each match is a 0–100 similarity score — the higher it is, the more two sites resemble one another. It’s computed automatically from our own crawl data (never from what a site says about itself) by combining several independent signals, so a high score means several of them point the same way:

shared topics how many of the same fine‑grained content topics (IAB sub‑categories) both sites cover — the main signal.
same category whether they sit in the same business / industry category.
content & title how closely their titles and page descriptions line up in wording and meaning.

No single signal decides the result — they’re blended together. Treat the score as a way to rank candidates rather than an absolute percentage; the chips on each result show which signals contributed.