# Argosor — AI search visibility, SEO execution and a 15-tool MCP server
> Operated by Allometrik Consulting FZCO | Contact: jose@allometrik.com
> Canonical Origin: https://www.argosor.com
> Streamable HTTP MCP Endpoint (2025-03-26): https://www.argosor.com/mcp
> OpenAPI 3.1 Specification: https://www.argosor.com/openapi.json
> MCP Discovery Manifest: https://www.argosor.com/.well-known/mcp.json
> Glama Manifest: https://www.argosor.com/.well-known/glama.json
> Console: https://www.argosor.com/app · Sign in: https://www.argosor.com/login

## Overview
Argosor tracks how ChatGPT, Claude, Perplexity, Gemini, Grok, DeepSeek, Copilot, Meta AI and Google AI Overviews recommend a brand, explains why, and ships approved SEO and GEO fixes to WordPress, Webflow, Shopify, Ghost or GitHub. The same capabilities are available through a REST API (/v1) and a 15-tool MCP server: live SERP (Google, Bing, DuckDuckGo, Google News), clean HTML-to-Markdown extraction, technical SEO and AI-crawler probes, keyword clusters, backlink authority, competitor gaps, Schema.org JSON-LD and a shared SEO Action Board.

## Pricing model
- **Managed**: Free plan with 250 calls/month, then Starter $19, Builder $39 and Scale $79 per month.
- **BYOK at $0 markup**: Bring your own OpenRouter, OpenAI, Anthropic, Perplexity, Gemini, DeepSeek, xAI, Brave, Serper, DataForSEO, SerpApi or Firecrawl keys. Keys are AES-256-GCM encrypted.
- **Zero-dropoff onboarding**: `initialize` and `tools/list` are public. A `tools/call` without an API key provisions a free sandbox workspace (`_trial_credentials`) on the first call.

## Key pages
- [Product overview](https://www.argosor.com/): AI visibility across nine models, the SEO Action Board and the MCP server
- [Documentation](https://www.argosor.com/docs): MCP client setup, authentication, REST endpoints and tool schemas
- [Pricing](https://www.argosor.com/pricing.md): Free, Starter, Builder and Scale plans with $0 markup BYOK
- [Create a workspace](https://www.argosor.com/register) · [Sign in](https://www.argosor.com/login) · [Console](https://www.argosor.com/app)
- [Argosor vs LLM Pulse](https://www.argosor.com/vs/llmpulse) · [vs Conqueror](https://www.argosor.com/vs/conqueror) · [vs OpenSEO](https://www.argosor.com/vs/openseo) · [vs ChatSEO](https://www.argosor.com/vs/chatseo)
- [Argosor vs DataForSEO](https://www.argosor.com/vs/dataforseo) · [vs SerpApi](https://www.argosor.com/vs/serpapi) · [vs Ahrefs](https://www.argosor.com/vs/ahrefs) · [vs Firecrawl](https://www.argosor.com/vs/firecrawl)
- [GEO playbook](https://www.argosor.com/guides/geo-llm-visibility-optimization-2026) · [Markdown for RAG](https://www.argosor.com/guides/clean-markdown-rag-extraction-vs-firecrawl) · [JSON-LD for AI Overviews](https://www.argosor.com/guides/automated-jsonld-schema-graph-for-ai-overviews)
- [OpenAPI spec](https://www.argosor.com/openapi.json) · [MCP manifest](https://www.argosor.com/.well-known/mcp.json) · [Agent skills](https://www.argosor.com/.well-known/agent-skills/index.json)

## Accounts
- Create a workspace: `POST https://www.argosor.com/v1/workspaces` with `workspaceName`, `email`, `password`.
- Sign in: `POST https://www.argosor.com/v1/auth/login` with `email` + `password`, or `apiKey`.

## 15 MCP tools
1. `serp_live_search` (Live Multi-Engine SERP & AI Overview Search): Execute a real-time Search Engine Results Page (SERP) query across Google, Bing, DuckDuckGo, Google News, or Google AI Overviews. Returns ranked organic listings, AI Overview synthesis and cited URLs, People Also Ask (PAA) questions, and traffic estimates. Supports Managed Edge execution ($0.0005/query, 70% cheaper than legacy SERP APIs) or BYOK ($0 markup).
2. `geo_llm_visibility_audit` (GEO & Multi-LLM Citation Visibility Audit): Run a Generative Engine Optimization (GEO) and LLM Citation Share-of-Voice (SoV) audit across ChatGPT Search, Perplexity, Claude, Google AI Overviews, Gemini, and Grok. Probes live domain signals (/llms.txt, Schema.org JSON-LD) and returns brand mention rate, citation rank, competitor displacement, and concrete recommendations to capture more AI citations.
3. `technical_seo_crawl` (Live Technical SEO & AI Crawler Readiness Audit): Perform a live HTTP + HTML technical SEO and AI-crawler readiness audit on any URL. Inspects HTTP status, response latency, title, meta description, canonical tag, H1-H3 heading hierarchy, Schema.org JSON-LD blocks, robots.txt permissions for AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended), and /llms.txt availability.
4. `keyword_intent_cluster` (Semantic Keyword Intent & Pillar Clustering): Generate semantic keyword clusters with monthly search volume, CPC (USD), Keyword Difficulty (KD 0-100), buyer intent classification (commercial, transactional, informational, navigational), and recommended pillar-and-spoke URL slugs for both organic search and LLM citation capture.
5. `backlink_authority_graph` (Backlink Authority & LLM Citation Graph): Inspect a domain’s backlink authority profile and LLM citation graph. Returns Domain Rating (DR 0-100), referring domains count, total backlinks, dofollow/nofollow ratio, spam risk score, anchor text distribution, and top pages most frequently cited by AI search engines.
6. `markdown_clean_extract` (Live Web URL to Clean LLM Markdown Extractor): Fetch any live web URL and convert it into clean, boilerplate-free, LLM-ready Markdown for RAG pipelines and autonomous research agents. Strips scripts, styles, ads, and navigation chrome while preserving heading hierarchy, lists, canonical links, token count, and SHA-256 content hash at 90% lower cost than legacy scrapers.
7. `competitor_gap_matrix` (Multi-Domain SEO & GEO Competitor Gap Matrix): Build a multi-domain SEO and GEO competitive gap matrix comparing a primary domain against up to 5 competitors. Identifies high-volume, low-difficulty keyword gaps, AI Share-of-Voice disparities, unit cost benchmarks, and the highest-ROI comparison pages (/vs/*) to publish next.
8. `schema_jsonld_generator` (Deterministic Schema.org JSON-LD Graph Generator): Generate a validated, deterministic Schema.org JSON-LD @graph payload (SoftwareApplication, Organization, FAQPage, Article, Product, WebSite) ready to embed in HTML <head>. Maximizes eligibility for Google Rich Results and improves entity disambiguation inside LLM knowledge graphs.
9. `account_register` (Zero-Browser Agent Workspace Registration): Zero-browser autonomous workspace registration. Creates a new Argosor account, relational workspace, and scoped API key (arg_live_...) in a single call, returning a magic console claim URL and $2.50 in free sandbox credits.
10. `account_status` (Workspace Quota, BYOK Vault & Billing Status): Inspect the active Argosor workspace, plan tier (free, starter, builder, scale), remaining monthly query quota, USD credit ledger balance, minted API keys, and connected AES-256-GCM BYOK credentials.
11. `billing_upgrade` (Stripe Live Plan Upgrade & Checkout Session): Generate a Stripe Live Checkout session to upgrade the workspace plan (Starter $19/mo, Builder $39/mo, Scale $79/mo) or retrieve the Stripe Live catalog and Customer Billing Portal URL.
12. `traffic_analytics` (Admin Traffic & MCP Attribution Telemetry): Query real-time web, REST API, and MCP JSON-RPC traffic attribution telemetry across acquisition channels, AI agent harnesses (Cursor, Claude, Grok, OpenClaw), MCP tools, and countries. Restricted to Allometrik master admin credentials.
13. `geo_reputation_and_writer` (7D AI Brand Reputation Audit & Answer-First GEO Writer): Run a 7-Dimension AI Brand Reputation & Narrative Audit (authority, trust & compliance, pricing value, technical depth, citation freshness, sentiment polarity, entity clarity) across live web, news, Hacker News, Wikipedia, and connected LLMs, and generate an Answer-First GEO Content & Markdown Twin Writer pack (Answer-First Markdown section, HTML comparison <table>, FAQPage JSON-LD, and Content-Signal robots.txt rule). Includes 6-hour response caching.
14. `agent_crawler_traffic_attribution` (3-Tier AI Crawler Readiness & GA4/Plausible/PostHog Attribution): Audit a domain’s 3-tier AI crawler readiness—separating Training Crawlers (GPTBot, CCBot, Google-Extended), AI Search Indexers (OAI-SearchBot, PerplexityBot, Applebot-Extended), and Live User-Triggered Agent Browsers (ChatGPT-User, Claude-Web, Perplexity-User)—verify edge WAF bot-spoofing behavior, and generate ready-to-paste GA4, Plausible, PostHog, and Nginx AI traffic attribution regex filters covering 15+ AI answer engines.
15. `cms_autopilot_and_gsc_sync` (Multi-CMS SEO/GEO Autopilot, GSC Heartbeat & Shared Action Board): Closed-loop SEO & GEO Autopilot, Google Search Console (GSC) rank decay heartbeat, Multi-CMS staging (WordPress, GitHub PR for Next.js/Astro, Webflow, Ghost, Shopify, custom webhook), and Shared Action Board orchestrator (actions grouped by type and sorted by expected_clicks descending, assigned to Chief of SEO, Analyst, Writer, or Refresher, where night routines always stop at "Ready for review" for human approval).

## Plans
- **Free ($0/mo)**: 250 managed calls/month + unlimited BYOK
- **Starter ($19/mo)**: 25,000 managed SERP/Markdown calls + 1,500 AI visibility audits (`prod_VW67p4BVyfai0a`)
- **Builder ($39/mo)**: 75,000 managed calls + 5,000 AI visibility audits (`prod_VW67x9Y6HyueDE`)
- **Scale ($79/mo)**: 250,000 managed calls + 20,000 AI visibility audits (`prod_VW67l6QFj3tPe7`)