Use Cases
Real workflows built with ChatBakers MCP
Find use cases that match your stack and connect ChatBakers data to the tools you already use.
Strategy & Research
Outreach to Citation Gap Pages
Surfaces pages that cite competitors but not you, scrapes the contact, and launches personalised outreach.
Content Creation
Auto-Publish Content From Gaps
Visibility gap found, post drafted, metadata written, and published to WordPress automatically.
Reporting & Automation
Auto-Ticket Site Audit Issues
Site audit issues auto-create Linear tickets with the recommended fix already attached.
Analytics & Monitoring
Get AI Sentiment Drop Alerts
Sentiment drop detected, Slack gets the alert with the cause, the model, and the source.
Analytics & Monitoring
Weekly AI Visibility Brief
Full AI search week in review, saved to Notion and posted to Slack.
Analytics & Monitoring
AI Visibility-to-Revenue Attribution
Prove whether AI visibility actually translated to revenue.
Reporting & Automation
Marketing Briefings on Autopilot
Turn tracking data into to-do lists & monthly reports.
Analytics & Monitoring
Multi-Market Rollup Dashboard
One query surfaces every underperforming market and its leading competitor.
Content Creation
Close AI Content Gaps Fast
Scrape competitor articles, get a brief closing the exact gaps.
Analytics & Monitoring
Find Your AI Model Blind Spot
Diagnose exactly why your visibility differs across AI models.
Content Creation
Decode the AI Citation Formula
Scrape top-cited domains and extract a replicable content formula.
Reporting & Automation
Map Your Site's AI Visibility
Full sitemap matched against AI retrieval data, updated weekly.
Reporting & Automation
Build a Custom AI Dashboard
Describe your view, Claude builds and schedules the script.
Strategy & Research
Find Prompts You're Losing
Ranked table of every prompt a named competitor is winning.
Analytics & Monitoring
Measure Campaign AI Impact
See whether your campaign changed how AI describes your brand.
Strategy & Research
Search Console to Prompt Discovery
Turn high-potential Search Console queries into ChatBakers prompts.
Content Creation
Draft AI-Citable Content Fast
Visibility gaps pulled, citation-ready post drafted in one workflow.
Content Creation
Build an AI-Optimised Landing Page
Build and publish a landing page engineered to earn AI citations.
Reporting & Automation
White Label Client Report
Create personalised client reports with your own branding.
Strategy & Research
Tracking Strategy Builder
Inspect & improve your current ChatBakers project state.
Analytics & Monitoring
Measure AI Sentiment Shift
Before-and-after AI sentiment comparison, with model-level detail.
Strategy & Research
Closed-Loop Growth Agent
Run your AI visibility projects end-to-end with a nine-skill agent.
Analytics & Monitoring
Map Global AI Brand Visibility
Brand visibility across every country rendered as an interactive map.
Strategy & Research
Prompt Set Bias Audit
Spot self-flattering prompts in your setup and fix them.