Toby
Get a free AI job risk score in 60 seconds
What this is
Type your job title and get a free score for how exposed it is to AI automation, using US Department of Labor data. A quick anxiety check, not a career-planning tool.
Our one-line summary — not the founder’s tagline.
- How it works
- Scores any job title for AI automation risk using U.S. Department of Labor occupational data covering 42,000 job title variants, showing task-level detail on which parts of the role are protected or at risk. It can also rewrite a resume for a specific job posting.
- What's different
- Shows task-level detail behind the score instead of just a single number, sourced from the government's O*NET database.
- Pricing
- Free, no signup required.
- Best for
- Workers who want to check how exposed their specific job title is to AI automation.
What we measured
Nobody else publishes this — it comes from knocking on the door every day.
- Watched by us
- 18 days
- Last checked
- 11d ago
Where it shows up
Every group here is a page of its own — each one checked daily.
The numbersIs it still shipping, is it overpriced, where did it land — and what the price is built from.
League price & chart
No money. No seat. It goes on your record — and in 28 days reality settles it.
Calls are closed while we rebuild accounts. You can still read every one of them.
AI. Launched 18d ago on PeerPush, where it placed #502. Today, it's been quiet for 15 days and the price has started to bleed.
Already bleeding a little every day, and it accelerates the longer it stays quiet.
We check this site every day, ourselves. A founder can post “still working on it” — a claim like that doesn't price. What we price is what we can verify from the outside: evidence, not announcements. The real question isn't “will this be huge?” — it's “will they still be moving in four weeks?”
The market viewHow this launch is priced and ranked in our league — the investor side of the page.
ranked by the reality anchor, not the market price
It placed #502 on PeerPush with 4 votes.
No matter how much money goes in. There is no pump here — you can't make yourself right by buying more. The line only moves on things that actually happened: an award, revenue that grew, a new platform, code that shipped — or silence.
En eski 4 hareket bu listede yok — toplam 16 olay var. 1 quiet day in between are left out — nothing happened on them. A launch that goes quiet eases down a little at a time — never a cliff you could have run from the night before.
How the launch is moving on its own board, day by day — the crowd's attention.
A flat line is normal: votes stop within a day or two of launch, on every board. What's unusual — and what actually counts — is a launch that keeps pulling votes long after its day is over.
About
tobywins.ai scores any job title for AI automation risk using U.S. Department of Labor occupational data covering 42,000 job title variants. Free, no signup required. Type your job title and get your score in seconds. The tool breaks down your specific role and shows which tasks are protected from automation and which are already at risk today. It covers every major industry -- from healthcare and finance to construction, law, and creative fields. What makes it different: most AI job risk tools give you a single number and nothing else. tobywins.ai shows you the task-level detail behind the score, so you know exactly where you stand and what to do about it. The data comes from the U.S. government's O*NET occupational database -- not opinion, not guesswork. For workers who want to act on their score, tobywins.ai also rewrites your resume for any specific job posting you are applying to. The rewrite is tailored to the exact language that employer hiring systems look for. $39/month, cancel anytime. If you are thinking about going independent or starting your company, tobywins.ai points you to the tools and resources to start your own business or go freelance -- from legal setup to business banking and health insurance. Used by workers, career changers, and human resources teams across the U.S.
Where it launched
1 platform| Platform | Votes | Counts toward price | Link |
|---|---|---|---|
| PeerPush | 4 | sets the price | ↗ |
The board it did best on sets the price. Every other board only adds to it if the launch also placed high on that board too — because just showing up somewhere isn't an achievement. Listing on twelve directories is free; placing well on them isn't.
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