Track how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand.
Track how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand. Exposed over MCP by the digestseo ai visibility mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.
Runs locally over stdio with your own API keys — all data stays on your machine (see Privacy Policy). Set at least one engine key (OPENAI_API_KEY, ANTHROPIC_API_KEY, GEMINI_API_KEY, PERPLEXITY_API_KEY, SERPAPI_API_KEY); engines without a key skip gracefully.
Everything the assistant can do here goes through one of these:
OpenAI — ChatGPT engine. ~€0.0004 per prompt with gpt-4o-mini. Batch path roughly halves that. platform.openai.comAnthropic — Claude engine, plus prompt generation and content-gap analysis (both call Claude Haiku). ~€0.0002 per prompt. Free trial credits are usually enoughPerplexity — Perplexity Sonar engine. ~€0.005-0.008 per prompt. Paid only. perplexity.ai/settings/apiSerpAPI — Google AI Overviews engine. ~€0.005 (free tier) / ~€0.0015 (volume) per prompt. Free tier covers ~100 calls/month — enough for developmentvisibility.check — Latest AI visibility snapshot across all configured engines for a tracked brand, with per-engine scores, winning prompts, and losing promptsvisibility.history — Time-series history of overall and per-engine visibility, bucketed daily or weeklyvisibility.compare — Share-of-voice comparison against competitor domains, with prompts you win and prompts they winvisibility.citations — The actual citation events — prompt, engine, response excerpt, citation type, brand URL when presentvisibility.content_gaps — Prioritized Claude-Haiku-generated content recommendations targeting your losing promptsvisibility.refresh — Manually trigger a fresh scan across every engine whose API key is settrack_brand — Start tracking a brand: creates it locally and generates its buyer-intent prompt set (Claude Haiku when ANTHROPIC_API_KEY is set, three starterlist_brands — List tracked brands with domains, competitors, and active prompt countsYou will need 8 environment variables: OPENAI_API_KEY, GEMINI_API_KEY, ANTHROPIC_API_KEY, PERPLEXITY_API_KEY, SERPAPI_API_KEY, CONNECT_SECRET, SEED_SECRET, TURNSTILE_SITE_KEY. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
Being a remote server, there is no local install. You register the endpoint with your client, authorise it once, and the tools appear.
Among the AI and media services options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. DigestSEO AI Visibility's toolset — OpenAI, Anthropic, Perplexity and 11 more — is a fair guide to whether it matches your workflow. It is maintained by AKzar1el; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against DigestSEO AI Visibility's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| OpenAI | ChatGPT engine. ~€0.0004 per prompt with gpt-4o-mini. Batch path roughly halves that. [platform.openai.com](https://platform.openai.com/api-keys) |
| Anthropic | Claude engine, plus prompt generation and content-gap analysis (both call Claude Haiku). ~€0.0002 per prompt. Free trial credits are usually enough to evaluate. [console.anthropic.com](https://console.anthropic.com/) |
| Perplexity | Perplexity Sonar engine. ~€0.005-0.008 per prompt. Paid only. [perplexity.ai/settings/api](https://www.perplexity.ai/settings/api) |
| SerpAPI | Google AI Overviews engine. ~€0.005 (free tier) / ~€0.0015 (volume) per prompt. Free tier covers ~100 calls/month — enough for development. [serpapi.com/dashboard](https://serpapi.com/dashboard) |
| visibility.check | Latest AI visibility snapshot across all configured engines for a tracked brand, with per-engine scores, winning prompts, and losing prompts. |
| visibility.history | Time-series history of overall and per-engine visibility, bucketed daily or weekly. |
| visibility.compare | Share-of-voice comparison against competitor domains, with prompts you win and prompts they win. |
| visibility.citations | The actual citation events — prompt, engine, response excerpt, citation type, brand URL when present. |
| visibility.content_gaps | Prioritized Claude-Haiku-generated content recommendations targeting your losing prompts. |
| visibility.refresh | Manually trigger a fresh scan across every engine whose API key is set. |
| track_brand | Start tracking a brand: creates it locally and generates its buyer-intent prompt set (Claude Haiku when ANTHROPIC_API_KEY is set, three starter prompts otherwise). |
| list_brands | List tracked brands with domains, competitors, and active prompt counts. |
| generate_prompts | Regenerate a brand's prompt set via Claude Haiku (replaces active prompts, keeps history). |
| Cursor | The Cursor tool exposed by this server. |
{
"mcpServers": {
"digestseo": {
"command": "npx",
"args": ["-y", "@digestseo/mcp-geo"],
"env": {
"OPENAI_API_KEY": "sk-...",
"GEMINI_API_KEY": "your_key_here"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| GEMINI_API_KEY | Credential the server authenticates with. | Yes |
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| PERPLEXITY_API_KEY | Credential the server authenticates with. | Yes |
| SERPAPI_API_KEY | Credential the server authenticates with. | Yes |
| CONNECT_SECRET | Credential the server authenticates with. | Yes |
| SEED_SECRET | Credential the server authenticates with. | Yes |
| TURNSTILE_SITE_KEY | Credential the server authenticates with. | Yes |
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.
Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.
Give your assistant a voice — text-to-speech, voice cloning and audio tools from the ElevenLabs API.
Give your assistant a real code sandbox — isolated cloud VMs for actually running the code it writes.
The ML hub in your context window — search models, datasets, papers and run Spaces from the official server.