Oogwai Beacon

Oogwai Beacon is an answer engine audit tool that tests how often AI assistants name specific brands in buyer queries.

Oogwai Beacon is an answer engine audit product designed to show how artificial intelligence assistants respond to buyer queries. It tests twenty real category questions across assistants like ChatGPT and Gemini to record brand mentions, competitor placements, and cited sources. The audit splits measurement into two parts: technical readability for AI crawlers, and actual brand citations from engine responses. Readability checks test robots.txt rules, HTML rendering, structured data, sitemaps, and entity facts. Citation checks measure unprompted brand mentions, competitor tracking, and source attribution. The free check covers ChatGPT and Gemini, while the paid audit adds Claude.

Oogwai Beacon at a glance

Best for: Marketer, Founder
Runs on: Web
Pricing: Free audit available; paid audit options available.
Released: October 2026
Category: AI chat assistant
Website: oogw.ai

Key features

Tests twenty buyer questions against answer engines
Checks AI crawler accessibility via robots.txt and sitemaps
Analyzes Organisation, Product, and FAQ structured data
Measures unprompted brand name frequency
Tracks competitor mentions and citation sources
Delivers instant readability scores and emailed reports

Use it for

Auditing brand visibility across AI answer engines
Checking AI crawler readability for website pages
Identifying competitor recommendations in category queries
Discovering high-value sources cited by AI assistants

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