Qwairy

MiniMax Visibility Tracker

See when MiniMax recommends your brand, in which position, which sources it relies on and which competitors it names instead.
Start tracking MiniMaxBook a demo
  • 1 API model

Example answer

What are the best running shoes for a first marathon?

MiniMaxMiniMax M3
Brand

Mentioned

Position #2

Competitors

2

2 brands observed

Sources

0

None observed

Modules

0

None observed

Answer

For a first marathon, favor cushioning, stability and a pair you have already broken in.

  1. Hoka for maximum cushioning on long runs
  2. Your brand praised by runners for comfort after 30 km
  3. Nike a lighter pick for faster runners
Lefebvre Dalloz
Converteo
Nissan
Razorfish

One platform for MiniMax and every other AI engine

Qwairy shows what AI engines say about your brand, explains why, tells you what to do next and measures the impact.

  • Visibility and position

    How often MiniMax mentions your brand, in which position, prompt by prompt and over time.

    Monitor

  • Competitive benchmark

    The brands MiniMax recommends next to yours, and how your visibility compares with theirs.

    Cockpit

  • Sources and citations

    The pages, media and social platforms MiniMax cites, and which of your own pages it uses.

    Optimize

  • Sentiment and perception

    How MiniMax describes your brand and positions it against your competitors.

    Analyze

  • Recommended actions

    Prioritized content and backlink opportunities, and citation-ready briefs in Content Studio.

    Act

  • Measured impact

    AI crawler visits, traffic from AI referrers and AI revenue, measured next to your visibility.

    Measure

How Qwairy tracks MiniMax

Qwairy reads each engine where its answers are most complete: in its interface, by scraping the page your customers see, or through an API, model by model.

API · premium models

Every model, side by side

Qwairy sends the same prompts to MiniMax models through an API: compare versions and see which one names your brand, in which position and next to which competitors. These same models also write inside coding and content generation tools: what they know about your brand ends up in the text they produce.

  • MiniMax M3

1

model compared

Catalogue of 17 AI engines and model families from 15 vendors: 11 web interfaces and 8 API families. Availability varies by engine.

See every engine

How MiniMax answers

MiniMax is an AI company based in Shanghai that develops language, voice and video models. Its models power its own apps and are offered to developers through an API. Qwairy queries MiniMax models through the API.

  • Develops text, voice and video models, used across consumer and business products.
  • Offers open-weight models that are reused by developers.
  • Serves both Chinese and international audiences.

Who uses MiniMax

MiniMax reaches consumers through its apps and developers through its API and open models, in China and internationally. Its models are also used to write code and generate content.

How to improve your visibility in MiniMax

  1. 01

    Make sure your brand is described consistently in the sources models learn from.

  2. 02

    Make your product pages and documentation easy to reuse: content generated with MiniMax names the brands the model knows.

  3. 03

    Compare MiniMax answers with other engines to spot gaps.

  4. 04

    Measure the impact: track the prompts that matter and follow mentions, sources and competitors in MiniMax over time.

Explore the AI engine catalogue

Explore 17 AI engines and model families. Meta AI is listed for reference; monitoring is currently disabled.

AI engines and model families
17
AI vendors
15
read in their interface
11
compared through their API
8
Start with Qwairy

See how MiniMax talks about your brand

Track your prompts in MiniMax and every other major AI engine, then act on what they cite.

Start tracking MiniMaxBook a demo
FAQ

MiniMax visibility tracking FAQ

What to know before you track your brand in MiniMax.

Qwairy sends your prompts to MiniMax models through an API. Each answer is analyzed for brand mentions, position, sentiment, citations and competitors, with the same method used for every other engine.

MiniMax is an AI company based in Shanghai. It develops language, voice and video models and offers them through its apps and an API.

MiniMax models are used in many products, in China and elsewhere. Tracking them shows how your brand appears in answers built on them.

Each engine retrieves different sources and names different brands. Two engines answering the same prompt can cite very different domains, so a good position elsewhere says little about MiniMax.