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LLM Visibility API 接口

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

ChatGPT and Gemini supported
Answers by country, region or city
Brand positions and cited sources
Pay only for credits

Why use an LLM API 适用于 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

The manual approach

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

Pick engines and analysis type

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

Add prompts and locations

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

Run from the chosen country

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

Read and export

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

Brand positions
See which brands the model names and in what order. Rerun the same prompts every week and you have an LLM rank tracker
Cited sources
Get the sites and articles behind each answer. If one review site keeps putting a competitor first, you know where to work
Country comparison
Run one prompt from up to 3 locations in a single check and read the answers side by side
Model comparison
ChatGPT and Gemini don't always pick the same brands. Run one prompt on both and switch between the answers
API for regular checks
No prompt limit. Schedule daily or weekly runs and send the results to your own dashboard or AEO tracking setup
Ready for AI agents
Copy the agent prompt from the dashboard. Your agent can then run checks and read the results for you

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

创建账户

Sign up for NodeMaven. Geo LLM API is already in your dashboard, with 2 credits on your balance

Set up a check

Pick an analysis type, edit the preset prompts and add a country. The form shows the cost before you run it

Read the answer

See the brands, their positions and the sources, or download everything as JSON

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

Cost per check
1 credit
per prompt, engine and location
$0.005
per check on Starter plan
$0.0045
per check on Growth plan
2 credits
free after sign-up

Weekly monitoring

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

Weekly monitoring
300
credits per run
$4.99
one Starter pack covers 3 runs
$9.98
2 Starter packs cover a month of weekly runs
$89
one Growth pack covers about 2 months of daily runs

应用场景 for an LLM visibility API

For GEO, AEO and SEO teams, agencies, brand teams and products that need LLM data

GEO and AEO monitoring

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

推荐用于:
Competitor and source research

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

推荐用于:
LLM data in your product

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

推荐用于:
Not sure if it fits your project?

Test Geo LLM API on 2 free credits

Test Geo LLM API on 2 free credits

常见问题

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.

了解更多 about LLM visibility

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