READ
· choose how deep
TECH
CorroboratedⓘEvidence tiers: Early signal = 1 builder post · Corroborated = 2-3 posts · Validated = 4+ posts across 2+ platforms. Every count appears exactly once, in the fact bar below — each traces to real source posts.
AI File Search Engine
Sign in to see the full opportunity
Every source post · named rivals with real prices · what builders tried & dropped · quantified pain — all traceable to the original posts
Sign up free →What they tried & dropped
Extracted word-for-word from the evidence posts below — every item is quoted verbatim from a real builder.
Ollama
— "free"
verbatim
LM Studio
— "free"
verbatim
Jan
— "free"
verbatim
GPT4All
— "free"
verbatim
Google's Programmable search engine
— "it never worked for me"
verbatim
Pain, in numbers
Quantified only where a builder stated a real figure — no LLM estimates.
5.9M downloads
Hard requirements
Non-negotiables stated by builders in their own words. Miss one and they will not switch.
local AI assistant that runs offline and keeps your data privatereturn results only from websites I have chosen in advance
Competitor pricing
Named rivals & real prices 🔒
Rivals charge $1.5-$11995/mo · names — log in ↗
How we checked
Where we searched
2 sources · GitHub · SaaS marketplaces
Verification funnel
rivals verified from 48 raw matches (AI-de-duped)
Last scan
1d ago · auto-refreshed every month