Overview
AI visibility docs for the post-search era
Millions of discovery journeys now begin inside ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview instead of a traditional search results page. If your brand does not appear in those answers, you are invisible to a growing share of buyers before they ever reach your website.
BobBuilds is the GEO and AI visibility platform built for that shift. It helps you measure how your brand is mentioned, cited, ranked, and compared across real AI interfaces while keeping the workflow under your control.
Why BobBuilds
An alternative to expensive closed GEO platforms
Many AI visibility tools are expensive, opaque, and depend on vendor-managed data pipelines. BobBuilds is designed around your own accounts, keys, infrastructure, and the execution work needed to improve the answers buyers see.
Bring Your Own Keys
Use your own provider accounts and your own analysis key. BobBuilds does not proxy model calls through a closed vendor backend.
What Users Actually See
BobBuilds measures the real chat and search interfaces instead of raw model APIs, so you capture citations, formatting, and recommendation ordering.
Fully Self-Hosted
Run on your own infrastructure with clear ownership of your data, keys, sessions, and reporting workflow.
Broad Surface Coverage
Track visibility across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview in one workflow.
Product Surface
What the platform covers
BobBuilds combines prompt orchestration, response capture, analysis, reporting, and automation in one self-hosted workspace.
Setup & Inputs
- Workspace settings for your brand name, domain, and tracked context
- Prompt management with single and bulk entry modes
- Provider connections using your own authenticated accounts
Collection & Analysis
- Parallel prompt runs across connected AI surfaces
- Captured responses with brand, competitor, rank, sentiment, and citation analysis
- Deep analysis powered by your own LLM key after collection completes
Reporting & Action
- Dashboard trends for presence, rank, competitors, and top sources
- Exports for JSON and CSV reporting workflows
- Recommendations and chat-based analysis to turn visibility gaps into next actions
Automation & Extensibility
- Scheduled runs in self-hosted mode with cron support
- MCP server access for AI assistants and agent workflows
- REST API access for programmatic integrations
Developer Entry Points
Use BobBuilds from agents, apps, and workflows
MCP Server
Control BobBuilds from Claude Desktop, Cursor, or any MCP-compatible client. Run scans, inspect workspace data, manage schedules, and fetch recommendations through natural-language tool use.
Server Integrations
Cloudflare Worker, WordPress plugin, and nginx log shipper for AI bot crawl tracking. Uses your bbst_ site ID — no API keys on the client.
REST API
Integrate BobBuilds output into external applications and publishing workflows with workspace-scoped API keys.