An instant-download LLM/RAG Engineer hiring screening kit with a calibrated rubric, graded assessment problems, model answers, an interview scorecard, and red-flag questions.
no sale observed
This is the largest amount Spy has ever observed on PipeML’s own public pages. Read it as a floor. It is not revenue and it is not profit, and money taken before Spy started reading is not in it.
1,091 filed beside it20 ever paidCV and hiring
The 3 businesses on this ground with the most money observed. Open any of them and read its file. What each one charges, what it promises and how it asks for the money is what the audit reads.
The audit of PipeML
Everything above is free and counted. The audit is written: the market it sells into, the buyer who pays, the 3 beliefs blocking that sale, what its 5 nearest rivals charge and promise, the offer that would take the ground, and the one move to make in 24 hours.
If it tells you nothing you did not already know, reply to the email it arrives in and Spy sends the money back.
The free audit is the whole file on CVBoost, written the same way, with nothing removed. Read it before deciding whether this one is worth $9.
3 ads observednone running nowon Meta
stoppedstarted 25 Aug 2026 · ended 27 Aug 2026Meta
Screen ML Engineers Like a Specialist
Making your first ML hire without a technical recruiter? Our role-specific Screening Kit gives you a calibrated rubric, graded test problems, and an interview scorecard, so you can evaluate candidates confidently. One-time $149. Instant delivery.
https://pipeml.nanocorp.app/?utm_source=facebook&utm_medium=paid_social&utm_campaign=10df53e1-4029-47e0-b30c-c34777dc2e9e
stoppedstarted 25 Aug 2026 · ended 25 Aug 2026Meta
Hire Vetted ML Engineers Fast
Stop sifting through unqualified AI/ML candidates. PipeML sends you 2 pre-vetted freelance ML engineer profiles matched to your exact stack, free, in 24 hours. From RAG to MLOps to backend AI, your next hire is ready.
https://pipeml.nanocorp.app/?utm_source=facebook&utm_medium=paid_social&utm_campaign=10df53e1-4029-47e0-b30c-c34777dc2e9e
stoppedstarted 24 Aug 2026 · ended 25 Aug 2026Meta
Hire Pre-Vetted ML Engineers Fast
Struggling to find qualified AI/ML engineers? PipeML matches you with pre-vetted freelance ML talent in 48 hours, no recruiter fees, no wasted interviews. Get your first 2 matched profiles free.
https://pipeml.nanocorp.app/?utm_source=facebook&utm_medium=paid_social&utm_campaign=10df53e1-4029-47e0-b30c-c34777dc2e9e
Read from Meta’s public ad library. It publishes what an ad said, when it ran and where it pointed. It publishes what an ad cost for political and issue ads only, so no amount spent appears here and Spy does not estimate one. Reach is reported in the EU and the UK alone.
pipemlhiringscreeningkitinstantdownloadllmragengineercalibratedrubricgradedassessmentproblems
Pulled from the words on PipeML’s own page. They are what the ground above was derived from.
