Automated intelligence engine that discovers businesses on Google Maps, extracts their digital footprint, and scores them for sales readiness — turning raw map data into qualified pipeline fuel.
Cold outreach without data is spam. Cold outreach with precision data is consulting. Klier-Scout bridges that gap: instead of buying stale lead lists, it generates fresh, enriched business profiles on demand for any niche and geography — complete with website health audits, social presence checks, and an AI-generated readiness score.
The difference: A traditional lead list gives you a name and phone number. Klier-Scout gives you a name, phone, email, website, Google rating, review count, social links, SEO health score, mobile responsiveness status, and a personalized weakness map. That's the data that closes deals.
flowchart TB
subgraph INPUT["🎯 Targeting"]
A["Define region + niche<br/>'restaurants in Palermo'<br/>'gyms in Córdoba'"] --> B["Configure scan parameters<br/>Radius · Result limit · Filters"]
end
subgraph DISCOVERY["🔍 Discovery Engine"]
B --> C["Puppeteer scrapes<br/>Google Maps listings"]
C --> D["Extract per business:<br/>Name · Address · Phone<br/>Website · Rating · Reviews<br/>Hours · Category"]
end
subgraph ENRICHMENT["🧠 Data Enrichment"]
D --> E["Website Audit Crawler"]
E --> F["Analyze:<br/>✓ SSL certificate<br/>✓ Mobile responsive<br/>✓ Load speed<br/>✓ SEO basics (title, meta, h1)<br/>✓ Google My Business claim"]
D --> G["Social Scanner"]
G --> H["Detect:<br/>✓ Instagram presence<br/>✓ Facebook page<br/>✓ WhatsApp Business<br/>✓ Review platforms"]
end
subgraph SCORING["📊 AI Scoring"]
F --> I{"Gemini Pro<br/>Lead Scoring"}
H --> I
I --> J["Output per lead:<br/>📊 Digital Health Score (0-10)<br/>🎯 Weakness Map<br/>💡 Proposal talking points<br/>🔥 Priority tier"]
end
subgraph OUTPUT["📤 Delivery"]
J --> K["JSON / CSV export"]
J --> L["Direct CRM injection<br/>(Klier-CRM pipeline)"]
J --> M["n8n trigger<br/>(automated outreach)"]
end
| Capability | Details |
|---|---|
| 🌍 Geo-Targeted Discovery | Define any region on Google Maps + business category. Handles pagination, rate-limiting, and captcha-avoidance automatically. |
| 🕷️ Deep Metadata Extraction | Beyond basic listings: extracts websites, socials, review sentiment signals, operational hours, and category tags. |
| 🔬 Website Health Audit | Crawls each business's website to check SSL, mobile responsiveness, page speed, SEO fundamentals, and tech stack detection. |
| 🤖 AI Lead Scoring | Feeds enriched profiles into Gemini Pro with a structured prompt. Returns a 0–10 score + actionable weakness analysis for sales conversations. |
| 📤 Multi-Output Formats | Export as JSON, CSV, or inject directly into Klier-CRM's pipeline via API. Also triggers n8n workflows for automated outreach sequences. |
| 🛡️ Ethical Scraping | Configurable rate limits, request delays, and user-agent rotation. Respects robots.txt and avoids aggressive patterns. |
| Layer | Technology |
|---|---|
| Scraping Runtime | Node.js + Puppeteer (headless Chrome) |
| Data Processing | TypeScript + Python scripts |
| AI Integration | Gemini Pro / OpenAI for scoring |
| Output | JSON, CSV, REST API, n8n webhooks |
git clone https://github.com/SerjCallier/klier-scout.git
cd klier-scout
npm install
# Run a discovery (example: restaurants in Buenos Aires)
node src/index.js --query "restaurants" --location "Buenos Aires" --limit 50Engineered by KlierNav Innovations — AI-First Digital Agency
🇦🇷 Versión en Español
Motor de inteligencia automatizado que descubre negocios en Google Maps, extrae su huella digital y los califica por preparación de compra — convirtiendo datos crudos de mapas en combustible de pipeline calificado.
Contacto frío sin datos es spam. Contacto frío con datos de precisión es consultoría. Klier-Scout genera perfiles de negocios frescos y enriquecidos on-demand para cualquier nicho y geografía — con auditorías web, detección de redes sociales y un score de readiness generado por IA.
La diferencia: Una lista de leads tradicional te da nombre y teléfono. Klier-Scout te da nombre, teléfono, email, web, rating Google, conteo de reviews, redes sociales, score de salud SEO, estado de responsividad móvil y un mapa de debilidades personalizado.
| Capacidad | Detalles |
|---|---|
| 🌍 Descubrimiento Geo-Targeted | Cualquier región de Google Maps + categoría. Maneja paginación y rate-limiting automáticamente. |
| 🕷️ Extracción Profunda | Websites, redes, sentimiento de reviews, horarios, tags de categoría. |
| 🔬 Auditoría Web | SSL, mobile, velocidad, SEO fundamentals, detección de tech stack. |
| 🤖 Scoring IA | Gemini Pro califica cada perfil y genera análisis de debilidades accionable. |
| 📤 Multi-Output | JSON, CSV, inyección directa a CRM, o trigger de n8n. |
- Scraping: Node.js + Puppeteer
- Procesamiento: TypeScript + Python
- IA: Gemini Pro / OpenAI
- Output: JSON, CSV, API REST, n8n webhooks