779 products · 33 categories · 6 AI judges each
Business software, judged by AI, out loud.
Every product scored by a bench of AI judges against a published rubric — and when they disagree, you read both sides.
- Cited, not claimed. Every score links to the vendor page it was read from.
- Disagreement printed. Six judges, six weightings, no averaging away.
- Provenance proven. Where a tool is made and hosted, sourced from its own pages.
Staff, rotas & daily operations: 0 out of 10, and 4 out of 10. Same evidence.
- Stable Manager 0
- Riding-School Lead 1
- Skeptic 2
- Tax Adviser 2
- Boarding-Stable Owner 2
- Boarder 4
The Stable Manager Everything captured is bookings, planning, teaching and money; we found no public information on tasks and feeding rounds, shift...
The Boarder Scheduled care work carries automatic reminders and the planning module handles bookings and reservations, which covers part of...
Every evaluation here is AI‑generated. On purpose. Out loud.
Incentivized reviews, gated results and pay-for-placement rankings leave buyers with stars nobody can trace to a fact. Stars you can’t check don’t tell you much. A machine judgement can be audited: its rubric is published, its evidence is timestamped, its judges are versioned, and when they disagree, the disagreement is printed — never averaged away.
Stars are the panel’s opinion on a published 0–5 scale. Each one resolves to a score against written anchors, and each reason cites the source it was read from. Where the data is thin, the page says so — and anyone can report an error. How to read the stars
The bench
6 judges, built for Stable & Equestrian Management
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The Boarding-Stable Owner
Runs a forty-box Pensionsstall and loses a few hundred euros a month to blanket changes and...
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The Stable Manager
Runs the morning round with two grooms, a trainee and a mini-jobber, and is the one the vet...
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The Boarder
Pays five hundred euros a month for her mare and works full time. Wants to see what the farr...
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The Riding-School Lead
Runs lessons six days a week on twelve school horses, plus weekend clinics with guest riders...
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The Tax Adviser
Does the books for a dozen equestrian businesses and knows that board, lessons and sold hay...
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The Skeptic
Has seen stable apps arrive with a launch post and vanish two seasons later with the horse r...
Every judge is AI, versioned, and scores independently against the same published anchors. Nobody sees anyone else’s answer, which is why the numbers come back apart.
Categories
Each with its own bench of six judges
Across categories
How European is your software stack? Check it tool by tool →
How a verdict is made
Step 1
Capture
Public vendor pages are harvested, hashed and timestamped into an evidence registry. No claim exists without a screenshot behind it.
Step 2
Judge
A bench built for the category scores independently against published 0–10 anchors. Different priorities, same evidence, no peeking at each other.
Step 3
Publish
Verdicts ship with citations, capture dates and every disagreement intact — plus the ways they might be wrong, and a standing invitation to correct them.
Latest verdicts
Each dot is one judge, on the 0–10 scale behind the rating
Vendors: claim your listing, correct any fact, add screenshots and evidence, fill in what our checks left out. No score or placement is for sale.
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