About Obsurfable
Obsurfable is an Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) platform designed to help companies understand and improve how their brands appear in AI generated answers. As conversational AI tools increasingly become the interface through which people discover products, services, and information, Obsurfable provides visibility into how large language models reference and recommend companies.
Rather than focusing on traditional search rankings, Obsurfable analyzes how AI systems such as ChatGPT respond to real world questions related to a company's industry, products, or competitors. The platform captures these responses, identifies brand mentions and citations, and helps organizations understand how their brand is positioned within AI generated answers.
Purpose and Approach
Search behavior is shifting away from traditional search results toward conversational AI interfaces where users ask questions and receive direct answers. In this environment, visibility depends not on ranking within a list of links but on whether a brand appears within the answer itself.
Obsurfable is built to help companies adapt to this shift by making AI visibility measurable and actionable. Instead of attempting to reverse engineer algorithmic rankings, the platform focuses on analyzing the actual responses generated by AI systems. This allows teams to see when their brand is included in answers, how it is described, which competitors appear instead, and which sources AI systems rely on to construct responses.
The platform is designed for companies that want to actively shape how AI systems understand and present their brand.
How the Platform Works
Obsurfable enables organizations to monitor and improve their AI visibility through a structured workflow.
Users begin by adding information about their company, including:
- company profile, brand voice, and key facts
- website domain and sitemap
- competitors
- prompts and questions they want to monitor
Once configured, Obsurfable runs queries against AI systems using ChatGPT with web search and the prompts defined by the user. The responses are captured and stored as structured data, allowing teams to analyze how the AI model responds to each query. An AI Visibility Score summarizes mention and citation performance over time.
From these responses, the platform extracts information such as:
- brand mentions and positioning
- competitor mentions
- cited sources and references
- how the company is described within answers
- changes in responses over time
This allows companies to monitor whether they appear in relevant answers and identify opportunities to improve their visibility.
Visibility Director
The Visibility Director is Obsurfable's AI agent. It orchestrates specialist subagents to monitor brand mentions, find visibility gaps, draft AEO/GEO content, and publish approved posts to connected subdomains—all in a persistent conversation. Users stay in control: expensive actions like full retrieval runs and publishing require explicit approval.
The Director follows a closed-loop workflow: load Brand Brain context, run or review prompt scans, analyze opportunities, draft content, and publish fixes that improve how AI systems cite and recommend your brand.
Platform Features
Obsurfable includes 14 integrated features across 5 workflows. View all features.
Agent
- Visibility Director — Your AI visibility director — monitor mentions, find gaps, draft content, and publish.
Setup
- Company — Edit your company profile, brand voice, and key facts so recommendations stay on-brand.
- Competitors — Add competitors; find more with AI and web search. Used for context in prompts.
- Sitemaps — Add sitemap URLs for retrieval readiness and site analysis.
Monitor
- AI Brand Health — Datadog-style overview — health score, open incidents, platform status, and trend.
- AI incidents — Alerts when visibility drops, mentions disappear, citations shift, or narratives change.
- Entity perception — What does AI think you are? Entity ownership, drift, and influence pathways.
- Prompt explorer — Discover buyer prompts — volume, difficulty, top brands, and AI-suggested prompts for your company.
- AI Visibility Score — One score for mentions, citations, entity listings, competitor gaps, and prioritized fixes.
- Prompts — Ask ChatGPT with web search on buyer questions; track mentions and citations run over run.
- Retrieval readiness — Lightweight crawl of sitemap URLs for structure and retrieval gaps.
- Automations — Scheduled prompt runs, post queue, and weekly visibility digests—monitoring on autopilot.
Act
- Content — Create blog posts from insights; publish to your subdomain with sitemap, RSS, and llms.txt.
Discover
- Scrapbook — Save URLs and notes you find online for AEO and discovery research.
Insights and Optimization
Beyond monitoring responses, Obsurfable provides insights into how companies can improve their presence in AI generated answers. The platform analyzes existing website content, structure, and topics to identify gaps that may affect how AI systems interpret and reference the brand.
Based on these insights, the platform can suggest:
- improvements to existing website copy
- new topics and content to create
- structural changes to site content
- prompts and questions worth targeting
In addition to providing recommendations, Obsurfable can automate parts of the optimization process. Companies can connect the platform to a subdomain of their website, allowing it to generate and publish new content designed to address relevant prompts and questions.
Automation and Continuous Monitoring
One of the defining features of Obsurfable is its ability to automate parts of the AEO and GEO process.
Once configured, the platform can periodically run prompt queries against AI systems to track how responses evolve. It monitors whether a brand begins appearing in answers, whether its position changes relative to competitors, and how the framing of the response evolves.
Insights gathered from these checks can then inform updates to previously generated content as well as the creation of new material designed to improve a company's visibility in AI responses.
This continuous feedback loop allows organizations to treat AI visibility as an ongoing optimization process rather than a one time effort.
Target Users
Obsurfable is designed for organizations that rely on online discovery and want to understand how AI systems represent their brand. Typical users include:
- SaaS founders and startup teams
- marketing and growth teams
- SEO and content specialists adapting to AI driven search
- agencies managing digital visibility for multiple clients
The platform supports both individual companies and agencies. Agencies can use Obsurfable to manage AI visibility for multiple clients through a single account. View plans.
Long Term Vision
Obsurfable aims to become part of the emerging analytics layer for AI driven discovery. As AI assistants increasingly mediate how people access information on the internet, understanding how brands appear in AI generated answers is becoming an important aspect of digital visibility.
By tracking how AI systems respond to questions and by providing actionable insights for improving those responses, Obsurfable helps companies monitor and shape their presence within this evolving layer of the web.