How we make money

The short version: a few affiliate links, and a paid audit. Neither one ever changes a ranking.

Disclosure: some links on ToolTier are or may become affiliate links, which can pay us if you buy. Rankings are never for sale, and payment never changes a ranking. How we make money →

1. Affiliate links

Some AI tools pay a commission when someone signs up through a partner's link. We've applied to some of these programs. When a link on ToolTier is an affiliate link, we may earn money if you buy, at no extra cost to you.

Right now, the "Visit" buttons on our ranking cards go to each tool's official pricing page. If we join a tool's program, its link may become an affiliate link. This disclosure applies either way.

So you can judge for yourself, every ranking card shows whether that tool runs an affiliate program at all. Here's how this week's picks line up:

CategoryOur pickAffiliate program?
AI coding editors/IDEsCursorNo affiliate program found
Coding agents (CLI/cloud)Claude CodeNo affiliate program found
App builders (prompt-to-app)LovableHas affiliate program
AI model APIsAnthropic Claude APINo affiliate program found
Code review & testingCodeRabbitHas affiliate program
Design-to-code / UI generationv0 by VercelNo affiliate program found
Docs & research for devsGemini Deep Research + NotebookNo affiliate program found
Dev productivityGranolaHas affiliate program

3 of our 8 picks this week run an affiliate program. The other 5 pay us nothing.

Affiliate status of every tool we rank
  • Affiliate program unverified: Perplexity
  • Has affiliate program: CodeRabbit, ElevenLabs API, Granola, Lovable, Wispr Flow
  • No affiliate program found: Anthropic Claude API, ChatGPT, ChatGPT deep research, Claude Code, Claude Design, Claude Research, Cursor, Cursor Bugbot, Gemini Deep Research + Notebook, GitHub Copilot, GitHub Copilot code review, Google Antigravity, Google Gemini API, Google Jules, OpenAI API, OpenAI Codex, OpenCode, Windsurf, v0 by Vercel
  • Referral credits only: Replit
  • Referral program only: Bolt.new

Based on the tools' public program pages as of October 2026. "No affiliate program found" means we looked and didn't find a public one.

2. The AI Stack Audit

Our main product is the AI Stack Audit: $99 (Solo) or $299 (Team), one-time. You tell us what AI tools you pay for, and we send a written plan for what to keep, cut, switch, or add. If a recommended tool has an affiliate program, we say so in the report.

3. The newsletter

The ToolTier Weekly is free. If we ever add sponsors, they'll be clearly labeled and kept separate from the rankings.

What money never does

Questions? Email [email protected].

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