
LLM Visibility API
Find out whether ChatGPT and Gemini recommend your brand in the US, Germany or any other market. Geo LLM API returns the live answer, your position next to competitors and the sources behind it




Why use an LLM API for localized AI answers
To see what ChatGPT recommends to buyers in another market, the request has to come from that market. You can set that up by hand, or let the API do it
You set up a proxy for each country, log in to ChatGPT and run every prompt by hand. Your account and past chats still shape the answer, and the sources stay buried in the text

The Geo LLM API approach
Each prompt runs through NodeMaven proxies in the country you pick, as a clean request with no chat history. You get the localized answer with brands, positions and sources already parsed

How Geo LLM API works
No code needed. Type your prompts, pick the countries and run the check right in the dashboard. You see the maximum cost before you hit Start

01
Choose ChatGPT, Gemini or both. Perplexity is coming soon. Then pick Niche Monitoring, Solution Selection, Competitor Comparison or Free Analysis. Each type loads preset prompts you can edit

02
Up to 3 prompts per check in the dashboard, no limit in the API. Add 1 to 3 countries and narrow them to a region or city if you need to

03
Each prompt goes out through NodeMaven proxy traffic in the location you chose. You see the local answer the model gives buyers there, at that moment

04
Switch between ChatGPT and Gemini, read the answer or the raw JSON. Copy it, download TXT or JSON, or open it later in History
GEO LLM API features
What every check returns, and what you can build on top of it






Run your first LLM visibility check
Three steps from sign-up to your first answer. Every new account gets 2 free credits to test with

Create an account

Set up a check

Read the answer
Transparent costs per check
Cost per check
The tool is free. One credit covers one prompt on one engine from one location. Multiply the three to get the cost of a run

Weekly monitoring
Say you track 50 prompts on ChatGPT and Gemini in 3 countries

Use cases for an LLM visibility API
For GEO, AEO and SEO teams, agencies, brand teams and products that need LLM data
GEO and AEO monitoring
Find out whether ChatGPT and Gemini mention you when buyers ask about your category. Track it week by week, like Google rankings
Competitor and source research
When a model picks a competitor, its sources explain why. See which review sites and articles it cites and where your brand is missing
LLM data in your product
Agencies and SaaS teams can add LLM brand monitoring to their own reports. Pull answers, mentions and sources by country through one AI search API
Test Geo LLM API on 2 free credits

Frequently asked questions
NodeMaven's LLM visibility API. You send a prompt, pick ChatGPT or Gemini and a country, and get back the model's answer with the brands it mentioned, their positions and the sources it cited. It works in the dashboard and through the API.
The tool is free. Checks cost credits: one per prompt, engine and location. New accounts get 2 credits to test, and packs start at 1,000 credits for $4.99.
ChatGPT and Gemini, and Perplexity is coming soon. You can run one prompt on both supported models in the same check.
No. Each check sends a fresh request, so you see what the model answers at that moment, from that location.
Pick a country from the list and narrow it to a region or city in advanced settings. One check covers up to 3 locations.
The full answer, the brands in it, their positions and the cited sources. Read it in the dashboard or download it as TXT or JSON.
Dashboards give you charts and ready reports. Geo LLM API gives you the raw answers by country, whenever you run it, to use in your own tools. If you were about to build a ChatGPT scraper API yourself, this saves you the work.
Up to 3 per check in the dashboard. The API has no limit; you pay per credit.
Yes. Copy the agent prompt from the dashboard, and your agent can run checks through the AI visibility API.









