# Recommendable

> AI-powered marketing intelligence platform for agencies and in-house teams. Combines SEO, GEO (Generative Engine Optimization), and Entity Intelligence into one unified visibility analysis tool.

## Overview

Recommendable analyzes digital visibility across search engines and AI platforms. It uses the SIF (Search Intent Framework) with 9 intent types and a 5-layer intelligence architecture to provide actionable insights.

## Getting Started

- [Platform Overview](https://www.recommendable.nl/): Recommendable homepage — marketing intelligence reimagined (~800 tokens)
- [Sign In](https://www.recommendable.nl/login): Authentication portal for existing users (~500 tokens)
- [Dashboard](https://www.recommendable.nl/dashboard): Central hub for all clients, runs, and insights (~2,000 tokens)

## Core Features

### SEO Analysis
- [Technical SEO Audit](https://www.recommendable.nl/dashboard/clients/{slug}/seo): Crawlability, indexability, Core Web Vitals, structured data, mobile optimization (~12,000 tokens)
- [Module Library](https://www.recommendable.nl/dashboard/clients/{slug}/modules): 60+ specialized analysis modules covering all SEO dimensions (~8,000 tokens)
- [Audit History](https://www.recommendable.nl/dashboard/clients/{slug}/runs): Historical audit runs with trend tracking (~4,000 tokens)

### GEO (Generative Engine Optimization)
- [AI Overviews Tracker](https://www.recommendable.nl/dashboard/clients/{slug}/geo-overviews): Monitor appearance in Google AI Overviews (~6,000 tokens)
- [GEO Citations](https://www.recommendable.nl/dashboard/clients/{slug}/geo-citations): Track citations across AI-generated answers (~8,000 tokens)
- [GEO Prompts](https://www.recommendable.nl/dashboard/clients/{slug}/geo-prompts): Analyze how AI models respond to brand-relevant prompts (~5,000 tokens)

### Entity Intelligence
- [Entity Intelligence](https://www.recommendable.nl/dashboard/clients/{slug}/entity-intelligence): Topical Presence scoring (D/B/C), multi-LLM narrative profiling (~15,000 tokens)
- [Topic Universe](https://www.recommendable.nl/dashboard/clients/{slug}/topic-universe): Map topic coverage and content gaps (~10,000 tokens)
- [Trend Trajectory](https://www.recommendable.nl/dashboard/clients/{slug}/trend-trajectory): Track entity visibility trends over time (~6,000 tokens)

### Website Layer (SEO, Content, Agents)
- [Website Overview](https://www.recommendable.nl/dashboard/clients/{slug}/website): Website Layer scores across SEO, Content, and Agents sublayers (~6,000 tokens)
- [Website / SEO](https://www.recommendable.nl/dashboard/clients/{slug}/website/seo): Technical SEO, structured data, links, indexing (~8,000 tokens)
- [Website / Content](https://www.recommendable.nl/dashboard/clients/{slug}/website/content): Content quality and AI-readability (~6,000 tokens)
- [Website / Agents](https://www.recommendable.nl/dashboard/clients/{slug}/website/agents): Agent Optimization 5-pillar breakdown plus other AI agent signals (~10,000 tokens)

### Competitive Analysis
- [Competitive Benchmark](https://www.recommendable.nl/dashboard/clients/{slug}/competitive-benchmark): Side-by-side visibility comparison (~8,000 tokens)
- [Competitor Analysis](https://www.recommendable.nl/dashboard/clients/{slug}/competitor-analysis): Deep competitive intelligence (~12,000 tokens)

### Platform Monitoring
- [Reddit Monitoring](https://www.recommendable.nl/dashboard/clients/{slug}/platform-reddit): Track brand mentions on Reddit (~4,000 tokens)
- [YouTube Analysis](https://www.recommendable.nl/dashboard/clients/{slug}/platform-youtube): Video platform visibility (~4,000 tokens)
- [Review Monitoring](https://www.recommendable.nl/dashboard/clients/{slug}/platform-reviews): Review site tracking (~4,000 tokens)
- [Podcast Tracking](https://www.recommendable.nl/dashboard/clients/{slug}/platform-podcasts): Podcast mention analysis (~4,000 tokens)

## Analysis Modules

Recommendable includes 60+ specialized modules organized by category:

### Agent Readiness Modules
- `agent-discoverability`: llms.txt quality, robots.txt AI crawler audit, token economics
- `agent-interactivity`: Forms, MCP readiness, API discovery, SearchAction detection
- `agent-reasoning-readiness`: Answer-shaped content, logic flow, nuance handling
- `agent-semantic-html`: Heading hierarchy, landmarks, semantic ratio
- `agent-trust-signals`: Author credibility, citations, verifiability, freshness
- `webmcp-ucp-detection`: WebMCP and UCP protocol detection

### AI Visibility Modules
- `ai-visibility-stack`: Four-layer framework (Entity Establishment, Depth, Category Citation, Informational Citation)
- `ai-share-of-voice`: Competitive AI visibility measurement
- `ai-citation-forensics`: Citation source analysis
- `brand-mention-tracker`: Cross-platform brand mention tracking
- `passage-extraction-readiness`: Content extraction optimization

## API

Recommendable exposes audit capabilities through its API:

- **Audit Runs**: Create and execute multi-module audit runs per client
- **Module Execution**: Run individual analysis modules with structured JSON output
- **Results**: All modules return `StructuredModuleOutput` with score, categories, findings, and recommendations

## Technical Details

- **Stack**: Next.js 16 (App Router), Supabase (Auth + Postgres), TypeScript
- **LLM Support**: Claude, OpenAI, Perplexity, Gemini with cost tracking
- **Token Estimation**: ~4 characters per token (conservative for mixed English/Dutch)
- **SIF Intent Types**: navigatie, informatie, orientatie, transactie, emotie, inspiratie, generatie, community, lokaal

## Contact

- **Website**: https://www.recommendable.nl
- **Purpose**: Marketing intelligence for agencies and in-house teams