Groupe Ka

The rental aggregator for Quebec — thousands of live listings collected from 190+ sources, with a unified map + list search, market statistics, rent-registry and neighbourhood data layers (flood zones, crime, air quality, transit), and KA Scores for every listing.

Properties for sale across Quebec, aggregated from brokers, builders and listing platforms, then passed through a data-quality pipeline — enriched detail pages with price analysis, comparables, mortgage tools and the same neighbourhood layers as Lou·Ka.

A property-valuation engine covering 3.7M Quebec properties: address search, estimates with P10–P90 ranges, dollar-adjusted comparables, map exploration, and standard or bank-grade PDF valuation reports.

The English-language counterpart to Immo·Ka for the rest of Canada — 200,000+ homes for sale aggregated nationally, with full detail pages, market analytics and map search.

The English-language counterpart to Lou·Ka for the rest of Canada — rental listings published across eight provinces, collected through 680 connectors covering property managers and rental platforms.

Used vehicles across Quebec, aggregated from dealers and marketplaces into one searchable inventory — with pricing context, filters, and per-listing detail pages.

Job postings collected directly from Quebec employers and job boards — searchable by region, sector and role, with market statistics on hiring across the province.

Grocery prices followed directly at the source across Quebec grocers — price histories, comparisons between banners, and analytics on what food really costs week to week.

Quebec restaurants with their menus and dish-level prices aggregated in one place — browse by cuisine, city or dish, and see how menu prices move over time.

A catalogue of products actually made in Quebec and the makers behind them — local manufacturers, artisans and their boutiques, searchable by category and region.

Shows, festivals, exhibitions and events across Quebec's 17 administrative regions, aggregated into one agenda — find what is happening tonight anywhere in the province.

A directory of 9,000+ Quebec content creators indexed across Instagram, TikTok, YouTube, Twitch, Kick and more — one profile per creator with every platform they publish on.

A search engine focused on the Quebec web — its own crawl, index and semantic search over Quebec sites, businesses and content, backed by OpenSearch and local embeddings.

The data layer of the ecosystem: a unified API exposing the datasets of every Ka platform, plus the backend of the KA Agent — the conversational assistant embedded on all sites — secured with KA ID tokens.

The observatory of the ecosystem — live dashboards from all public platforms aggregated into one explorer: millions of data points, cross-platform comparisons, a custom-indicator studio, and downloadable reports.

An AI-driven scraper + search bot mapping the Quebec web as a knowledge graph of entities and typed relations. The economical tier of three twin bots: Claude Haiku controller, 6 concurrent missions, ~800 pages a day, live dashboard.

The middle tier of the knowledge-graph bots: same engine as ka2, driven by Claude Sonnet with 10 concurrent missions and ~3,000 pages a day — deeper missions, four times the throughput.

The flagship bot: Claude Sonnet controller, 16 concurrent missions, ~9,000 pages a day. The largest entity graph of the three, and the tier whose crawl capacity also supervises connector health across the ecosystem.