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Overview
Vestigo is an Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) platform that helps brands measure, analyze, and improve how they appear in AI-generated answers.
As users shift from traditional search engines to conversational answer engines, Vestigo evaluates real buyer prompts across top AI models: including ChatGPT Search, Perplexity, Microsoft Copilot, and Google AI Overviews, to measure brand recommendations, rankings, and citations in real time.
Key Features: Answer Engine Visibility
Score: Continuously track brand presence, recommendation frequency, and placement rankings across major AI answer engines.
AI Readiness & Crawler Audit: Audit your website for AI search readiness: inspecting robots.txt, AI bot permissions (GPTBot, ClaudeBot, PerplexityBot), sitemaps, structured data, and content discoverability.
Competitor Share of Voice: Benchmark your brand's AI presence against competitors and identify visibility gaps where competitors are being recommended instead of you.
Citation & Source Intelligence: Uncover the exact domains, articles, and third-party sources cited by answer engines when generating responses. Query Fan-Out & Research Pathways: Analyze the multi-step search queries AI models run behind the scenes to synthesize answers.
Actionable AEO Opportunities: Turn visibility gaps into concrete optimization strategies to earn more AI recommendations.
Vestigo provides marketing, growth, and SEO teams with the end-to-end intelligence needed to prepare their websites and win recommendations in the era of AI search.
LaunchIt data
Vestigo on LaunchIt
Vestigo launched on LaunchIt on August 19, 2026, in Market Research and Analytics. It ranks #2 of the 3 products launched that day. Since launch it has collected 1 upvote and 250 page views.
- Launched
- Aug 19, 2026
- Rank that day
- #2of 3 launches
- In category
- #7of 13 in Market Research and Analytics
- Upvotes
- 1
- Page views
- 250
- Rating
- None yetBe the first
Live numbers from LaunchIt. Ranks count upvotes, then page views.
At a glance
Vestigo in a Nutshell
Who is it for?
Marketing, growth, and SEO teams at brands seeking to improve visibility in AI generated answers
Problem
As buyers shift to conversational answer engines, brands struggle to know when and how they appear in AI responses. They lack real time visibility into rankings, citations, and gaps compared to competitors, making it hard to optimize for AI-driven discovery.
Solution
Vestigo provides an end to end platform for measuring and improving AI answer visibility. It tracks brand presence, analyzes citations, and offers actionable optimization opportunities to improve AI recommendations across leading AI models.
What makes it unique
Vestigo specifically targets AI answer engines with real time visibility across multiple models, plus audit tooling for AI readiness, competitor share of voice, and detailed source intelligence. It merges crawl data, citation tracking, and multi step query analysis to reveal where you win or lose in AI generated answers.
In practice
Use Cases
Track AI brand presence across models
Audit website for AI readiness
Benchmark against competitors in AI
Identify citation sources used by AI
Analyze AI query pathways
Generate actionable AEO opportunities
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