Rankdelta

Open-source SEO and AI-visibility reporting, for agencies and for your own sites.

Find out what ChatGPT, Perplexity and Gemini say when someone asks for what you sell. See it next to your Google rankings, Search Console and GA4, and send it as one report your client actually reads. Run it on your own keys, or let us host it.

Hosted cloud · Self-host guide · MCP docs · Discussions

Works with your agent: Claude, ChatGPT, Cursor, OpenCode, or any MCP client.

Why Rankdelta

• Your prompts, asked live. Not a pre-collected database: Rankdelta asks ChatGPT, Perplexity, Gemini and Google AI Overviews the questions your buyers ask, on a schedule, for about $0.004 per prompt per engine. You see who gets named, who gets named instead of you, and which sources the answers cite.
• One report per site, ready to send. AI visibility, rankings, Search Console, GA4, site health and backlinks in one place, with a summary and next steps grounded in the numbers. Keep it for your team or white-label it; share it by link, email it weekly or monthly, export it to PDF or PowerPoint.
• English and Italian. Prompts are generated in each market's language, and the interface, reports and emails come in both. New sites pick up their language and market from the site itself.
• A writer that doesn't make things up. It drafts the page you're missing from live SERP research, and never invents statistics, experts, quotes or sources: where your own data belongs, it leaves a visible [Source needed: …] note.
• Agent-native. 32 MCP tools with per-user keys, so your agent can run the same workflows you do.
• No feature gates. Self-hosting is bring-your-own-keys (DataForSEO + OpenRouter), with every feature unlocked and no Rankdelta fee.

What's inside

• AI visibility: share of voice, competitors named instead of you, cited sources, Google AI Overviews
• Reports for your own sites or your clients, scheduled, white-label, PDF and PowerPoint
• Keyword research with SERP clustering
• Rank tracking
• Site audit, technical and GEO
• Site Explorer and backlinks
• GEO content writer
• Coming next: one-click publishing to WordPress and Shopify (hosted cloud)

AI visibility	Site health and next steps

One codebase, two editions

	Self-host (AGPL-3.0)	Hosted cloud
Code	this repo	this repo, plus hosted billing and the marketing site
Keys	bring your own (DataForSEO + OpenRouter)	managed
Billing	none — every feature unlocked	plans
AI visibility, research, audits, rank tracking	yes	yes
Reports (own sites or white-label), scheduled delivery, PDF/PPTX	yes	yes
MCP server	yes (your instance)	yes (mcp.rankdelta.ai)
Content auto-publisher (WordPress/Shopify)	—	in progress

Cloud: rankdelta.ai

Connect your AI agent (MCP)

Paste into Cursor (~/.cursor/mcp.json), Claude Desktop, or any client that takes mcpServers:

{
  "mcpServers": {
    "rankdelta": {
      "url": "https://mcp.rankdelta.ai/mcp",
      "headers": { "Authorization": "Bearer sk_rankdelta_…" }
    }
  }
}

Claude Code:

claude mcp add rankdelta --transport http https://mcp.rankdelta.ai/mcp --header "Authorization: Bearer sk_rankdelta_…"

Create the key in Settings → API & MCP. Self-hosted? Use your own endpoint, <your Supabase URL>/functions/v1/mcp, with a key from your instance. ChatGPT (Developer mode), OpenCode and Grok setups: rankdelta.ai/docs/mcp. On the cloud, every tool call runs through the same server-side spend cap as the web app, so an agent in a loop can't overspend your account. On a self-host you pay your providers directly: see Spending.

Quick start (self-host)

Full guide: SELF_HOSTING.md. To try it on your machine you need Docker, Node 20, pnpm and the Supabase CLI. CI runs this setup, with the Docker frontend, on every change.

supabase start                   # Postgres, Auth and the edge runtime, with the migrations applied

# Your provider keys, server-side only (this file is git-ignored)
cat > supabase/functions/.env <<'EOF'
SELF_HOST=true
OPENROUTER_API_KEY=...
DATAFORSEO_LOGIN=...
DATAFORSEO_PASSWORD=...
EOF
psql postgresql://postgres:postgres@127.0.0.1:54322/postgres -f supabase/setup/self-host.sql   # once: no plans on a self-host
supabase functions serve --env-file supabase/functions/.env   # leave it running

cp .env.selfhost.example .env    # VITE_SUPABASE_URL=http://127.0.0.1:54321, ANON_KEY from `supabase status`
pnpm install
pnpm dev                         # http://localhost:5173

Prefer containers for the app too? docker compose -f docker-compose.selfhost.yml up --build serves it on http://localhost:8080.

Putting it on a public URL? Create your account, then turn sign-ups off: every account spends on your provider keys (Lock down sign-ups).

Provider keys (DataForSEO, OpenRouter, Pexels, …) are edge-function secrets, never VITE_ variables — anything prefixed VITE_ is compiled into the browser bundle. On a hosted Supabase project, set them with supabase secrets set … and deploy with supabase functions deploy.

Scheduled scans, scheduled report emails and the Search Console refresh need one more step — see Scheduled jobs in SELF_HOSTING.md.

What self-hosting costs

You pay your providers directly, per use — there is no Rankdelta fee. Measured on the hosted cloud:

Action	Typical cost
One AI-visibility check (1 prompt × 1 engine, OpenRouter)	~$0.004 (p90 $0.01)
One research lookup (Site Explorer / keyword research, DataForSEO)	~$0.03
One Google rank check (DataForSEO SERP)	~$0.002
One full article (draft, sources, fact-check)	~$0.09

A weekly scan of 25 prompts on 3 engines is roughly $0.30–0.75 per site per week. Supabase's free tier is enough to start.

How it compares to OpenSEO

OpenSEO is a great project, and if you only need research data for yourself it may be all you need. Rankdelta is for people who report on SEO and AI visibility, for clients or for their own sites, and who publish content:

	Rankdelta	OpenSEO
AI visibility data	your own prompts, run live on ChatGPT, Perplexity and Gemini through OpenRouter (~$0.004 per prompt per engine), plus Google AI Overviews through DataForSEO	DataForSEO LLM Mentions: a pre-collected database for ChatGPT and Google AI ($0.10 per request + $0.001 per row)
Content creation	SEO/GEO article writer grounded in live SERP research, with fact-checking, verified citations and no invented statistics	— (SERP analysis for keyword research)
Reports	built from your data for your own sites or white-labelled for clients: AI visibility, rankings, Search Console, GA4 and site health, with scheduled email, PDF and PowerPoint export	agent-written HTML reports on demand, with templates and share links
Languages	English and Italian (interface, prompts, reports, emails)	English
License	AGPL-3.0	MIT

Built by a team that runs SEO for client sites and our own: the reports are the ones clients ask us for. Comparison based on OpenSEO's public repository and docs, and DataForSEO's public pricing, as of September 2026.

Honest caveats

• Search volumes, difficulty and traffic are estimates from DataForSEO, not an Ahrefs-scale index.
• AI answers are sampled, so Share of Voice is a measurement with noise, not a ranking.
• ChatGPT and Gemini are queried as models through OpenRouter, without web search: they answer from the model, not like the ChatGPT or Gemini apps browsing the web, and never cite sources. Sources and the citation rate come from Perplexity and Google AI Overviews. Reports say so next to the numbers.

Stack

Vite + React 19 + TypeScript, Supabase (Postgres, Auth, Edge Functions on Deno), Tailwind. Package manager: pnpm. More guides in docs/.

pnpm dev            # Vite
pnpm typecheck      # tsc --noEmit
pnpm lint           # eslint (errors only)
pnpm test:unit      # vitest
pnpm build          # tsc && vite build

Security

• Never put OpenAI / DataForSEO / Pexels / Unsplash / Perplexity keys in .env as VITE_*.
• The anon Supabase key is public by design; Row Level Security is the access control.
• Found a vulnerability? Please report it privately — see SECURITY.md.

Community & contributing

• Questions and ideas: GitHub Discussions. Bugs: issues.
• Contributing: CONTRIBUTING.md, CODE_OF_CONDUCT.md. First PRs sign the Contributor License Agreement with a one-line comment (entity version). Working with an AI coding agent? It should read AGENTS.md.

License

AGPL-3.0 © Agape Group GmbH. The name and logo Rankdelta are trademarks — see TRADEMARK.md.