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What is Market Brew?

AI Visibility Isn’t Luck. It’s Signal Alignment. Market Brew is search engineering software for SEO and AI visibility. Teams compare modeled ranking signals across competitors, inspect semantic relationships in embedding space, and evaluate content changes before publishing. Its search engine modeling uses particle swarm optimization and template models to reverse engineer observed search behavior. Product views include calibrated settings, radar plots, orbital drift, content alignment, and LLM search testing. Annual, quote-based enterprise subscriptions include white-glove guidance from AI Visibility Architects. Mobile browser access is supported; customization and an enterprise free trial are not offered. A separate AI Content Dashboard provides 25 tools with free access, email verification, and credits. U.S. Patent Nos. 8,447,751 and 9,245,037 cover the search engine modeling technology.

What is AirOps?

AirOps is a content engineering platform purpose-built for marketers navigating AI-driven search. It enables brands to create content that aligns with how modern discovery engines evaluate relevance and quality. The platform combines SEO intelligence, AI search data, and analytics into a single command center. AirOps identifies visibility gaps and citation opportunities across owned content, external sources, and community platforms. Its workflow engine turns strategy into execution using agentic automation and human input. Brand Kits and Knowledge Bases ensure content reflects real expertise and consistent voice. Teams can collaborate at scale using centralized grids and shared workflows. Integrations allow content to flow seamlessly into existing CMS and data stacks. AirOps supports continuous optimization through refreshes and performance tracking. Built-in governance keeps quality high as output increases. The platform helps marketers shift from volume-based content to precision-driven impact. AirOps empowers teams to lead in the new era of content and search.

Media

Media

Integrations Supported

Integrations Supported

Axis LMS
ElectroNeek
Octave
WhosOff

API Availability

Has API

API Availability

Pricing Information

Contact for pricing
Annual subscription billing with white-glove support. Contact Market Brew for a quote. No free trial or customization. Mobile browser support is available.

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Market Brew

Date Founded

2007

Company Location

United States

Company Website

marketbrew.ai/

Company Facts

Organization Name

AirOps

Date Founded

2021

Company Location

United States

Company Website

www.airops.com

Categories and Features

AI SEO

Not specified

SEO

Artificial Intelligence (AI)

Categories and Features

AI Search Monitoring

Not specified

AI SEO

Not specified

AI Tools

Not specified

Content Creation

Not specified

Content Optimization

Not specified

SEO

Not specified

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