ModelFit

ModelFit

The "Can I run it?" engine for local LLMs. Programmatic SEO site recommending the best local AI model for any Mac, PC, GPU or iPhone. ~5.9K organic clicks/mo, 415K impressions, 5,300+ ranking keywords (GSC-verified), <1% brand dependency. Built to be cited by AI assistants — ChatGPT crawls it 30:1 vs Googlebot. Includes npm CLI (600+ dl/mo), newsletter, automated daily data pipeline ($0 content cost), ~$10/mo hosting. The asset is traffic + infra in the fastest-growing AI niche.

All-time revenue
$110

Ranked #4469 on TrustMRR

MRR
-

No active subscriptions

Founder
modelfit_ModelFit

1 followers on 𝕏

Founded
February 2026

Revenue is verified withStripeStripe API key.Last updated: Jul 30, 2026, 06:51 AM

Startup insights
Value proposition

Instantly tells anyone which local LLM their exact hardware can actually run — no guesswork, no Reddit digging.

Problem solved

Local LLM choice depends on exact RAM/VRAM/chip. People waste hours guessing which model fits their machine.

Audience

Developers and AI enthusiasts running LLMs locally (Mac, PC/GPU, iPhone)

B2C~6,000 users

Pricing

Free site. Affiliate monetization live; buyer can add sponsorships, paid API or newsletter ads.

Additional info

AI-citation optimized: ChatGPT-User crawls ~30:1 vs Googlebot (MCP endpoint, llms.txt, markdown negotiation). Daily automated data pipeline, $0 content cost. Includes npm CLI + newsletter. Full docs and runbooks for clean handover.

Product updates