Opus Growth vs Backloop

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Opus Growth compared with Backloop
Detail	Opus Growth	Backloop
What it does	Manage your ads from ChatGPT and Claude	Catch where AI agents get stuck on your API or MCP server, rank problems by impact, and draft fixes as pull requests
Stage	Startup	Not given
Founded	2026	Not given
Based in	TR	US
Pricing model	Freemium	Freemium
Pricing	Free: 75 credits that never expire, no card required. Pro: $49/month (5,000 credits monthly). Agency: $99/month (unlimited credits). All-in-One: $149/month. Enterprise: Custom pricing. Yearly pricing available at 17% discount.	Open source: free. Team: $199/month with 14-day free trial (1 API or MCP service, 25,000 reports/month, 15 coding-agent runs/month). Business: $799/month (up to 3 services, 250,000 reports/month, 60 coding-agent runs/month). Extra coding-agent runs: $6 each.
Key features	Connect Google, Meta, Microsoft, TikTok, LinkedIn and ChatGPT ad accounts Build campaigns in natural language Find wasted ad spend Budget safety limits Live account data and reports Cross-platform account comparison Works with multiple AI assistants Audit log of all actions Multi-account management for agencies	Session replay for MCP servers to identify failed agent sessions Clustering reports by agent goals and workflows Priority ranking weighted by frequency, failed workflows, and affected accounts Claude Code generates pull requests with tests Review queue with diff, tests, agent reports, and evidence Isolated git worktree prevents unauthorized code push Schema validation and rate limiting for feedback Open Agent Feedback Protocol with TypeScript and Python SDKs GitHub integration for draft PR creation
What makes it different	Works in your existing chat with ChatGPT or Claude 60-second setup without technical skills Password never leaves your device via OAuth Single connection for six ad platforms	Only AI agent failures on successful HTTP responses get detected and ranked Automated pull request drafts with your approval required before shipping Session replay captures failures even when agents don't report them Pay only for coding-agent runs, not feedback submission Open protocol and SDKs can be self-hosted at no cost
Community votes	0	0
DR (Domain Rating by Ahrefs)	48 +1 (up) since last check	1 no change since last check
Trust Flow (Majestic)	3	1
Citation Flow (Majestic)	30	14
Referring domains (Majestic)	60	4

6 details filled in for both companies.

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