Changelog
What we've shipped. What's next. Always honest.
57 MCP Tools — Full Platform Coverage
launchCarli now has 57 native MCP tools covering Google Ads, Meta Ads, Shopify, and Google Merchant Center.
- •10 Meta Ads write tools (create campaigns, ad sets, ads, creatives, audiences)
- •6 Google Ads write tools (campaigns, ad groups, asset groups, search ads)
- •5 Google Ads read tools (campaigns, ad groups, ads, search terms, insights)
- •5 Meta Ads read tools (campaigns, ad sets, ads, catalogs, account info)
- •12 catalog management tools (collections, labels, product sets, health checks)
- •3 deep-dive tools (campaign ads, ad fatigue, product revenue)
- •Google Merchant Center integration (products, diagnostics)
- •Full system instructions embedded in MCP server v2.0
New Branding & Positioning
launchComplete brand refresh — new logo, new colors, new positioning as "Claude kennt jetzt deine Ad-Accounts".
- •J.2 Signature Glow Triple-C logo (Coral → Amber → Lime)
- •New landing page with animated chat demo
- •Single pricing: Carli Pro €199/month, all features included
- •Homepage rewrite with 12 workflow capabilities
- •Bilingual DE/EN with consistent messaging
Shopify Order Sync & Attribution
featureReal Shopify data flowing into Carli — orders, line items, UTM-based channel attribution.
- •344 orders + 1,404 line items synced from Shopify
- •UTM-based channel attribution (Google, Meta, Organic, Direct)
- •Campaign mapping with auto-discovery
- •Bundle detection for multi-product orders
- •Revenue per SKU and product family tracking
Approval-Based Execution Engine
featureEvery write action requires explicit user confirmation. Core design principle, not optional.
- •Prepare → Preview → Approve → Execute workflow
- •Before/after comparison for budget changes
- •Full audit trail in audit_logs table
- •Batch preparation for multiple actions
- •Cannot be disabled — by design
Media Planning & Creative Slots
featurePlan campaigns and assign creative slots across platforms from a single conversation.
- •Monthly revenue target → campaign budget allocation
- •Meta/Google budget split configuration
- •Creative slot generation per campaign
- •60 creative slots across 4 media plans
- •Campaign ID mapping for deployment tracking
MCP OAuth & Secure Connection
featureSecure OAuth 2.0 flow for connecting Claude to your Carli account.
- •OAuth 2.0 with PKCE for Claude Desktop & claude.ai
- •Scoped access tokens (read, write, audit)
- •Automatic token rotation (1h access, 30d refresh)
- •9 registered OAuth clients
- •Per-tenant data isolation with RLS
Daily KPI Sync & Morning Briefing
featureAutomated daily sync from all platforms with morning briefing delivery via email.
- •Daily data sync from Google Ads, Meta Ads, and Shopify
- •Morning briefing email at 07:30 with revenue, ROAS, spend
- •Configurable recipients and schedule
- •HTML email template with cross-platform summary
Real-time ROAS & Anomaly Alerts
featureAutomatic alerts when ROAS drops below threshold or spend anomalies are detected.
- •Custom ROAS thresholds per campaign
- •Spend anomaly detection
- •Email alerts for critical metric drops
- •Configurable alert sensitivity
Team Roles & Invites
featureMulti-member team support with role-based access control.
- •Owner, Admin, and Member roles
- •Email invite flow with 7-day token expiry
- •Team management UI in Settings
- •Shared connected accounts across team members
- •Plan-based member limits
Dashboard with Live KPIs
featureHomepage dashboard with real-time revenue, ROAS, and campaign performance.
- •Yesterday KPI cards: revenue, ROAS, spend, orders
- •Campaign performance table with sorting and filters
- •Proactive alert banners for ROAS crashes and creative fatigue
- •CSV export for performance and campaign data
- •Audit history timeline for all MCP tool executions
On our roadmap — not shipped yet.
Self-Learning Loop & Confidence Levels
Q3 2026Feedback loops that learn from approved/rejected actions. Configurable confidence thresholds for semi-autonomous execution.
ML Reasoning for Creatives
Q3 2026Machine learning analysis for hooks, angles, and creative performance. Data-driven creative strategy recommendations.
New Frontend (May Relaunch)
May 2026Complete frontend redesign with enhanced UX, real-time data visualization, and mobile-first experience.
Competitor Research (Google + Meta)
Q3 2026Automated competitor ad monitoring and analysis across Google Ads and Meta Ads.
Creative Pipeline (Canva + Figma)
Q4 2026End-to-end creative production pipeline integrating Canva and Figma for ad asset creation and iteration.
Amazon + WooCommerce
Q4 2026Expand platform coverage to Amazon Advertising and WooCommerce stores.
TikTok + LinkedIn Ads
Q4 2026Full MCP tool coverage for TikTok Ads and LinkedIn Campaign Manager.
Hyros & 3rd Party Analytics
Q3 2026Integration with Hyros, Triple Whale, and other third-party attribution and analytics platforms.
Fully Autonomous Marketing Agent
2027Vision: autonomous inventory tracking, creative generation, ad delivery, daily reporting, and self-learning feedback loops — end-to-end agentic AI marketing.
Mobile App with Chat Agent
2027Native mobile app with embedded chat agent for on-the-go campaign management and approvals.