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SQR
The operating system for modern football scouting.
Meet SQR (Saqr صقر - the falcon). The operating system transforming how football clubs recruit. AI analyzes match footage in 60 seconds. Scouts review, validate, and decide—keeping humans in control. Problem: Scouts spend 70% time writing instead of watching. Solution: Standardized reports, centralized database, rolling evaluation, full Arabic interface. Impact: 5-6x coverage increase, evidence-based decisions, retained knowledge. From grassroots to Pro League. Request demo.
Hi Product Hunt! 👋 We're CaptainX, and we're thrilled to launch SQR today.
**What Inspired This:**
We spend a lot of time in football clubs—academies, academies, professional teams. One pattern was impossible to ignore: brilliant scouts spending 3 hours writing reports after a 90-minute match.
Their observation skills were exceptional. Their judgment was sharp. But their workflow was broken.
We watched them sit at laptops, typing technical assessments, tactical notes, physical evaluations—all manually, all from scratch. Meanwhile, the actual value (their judgment) was buried in hours of administrative work.
That moment sparked the question: What if AI handled the repetitive part, and scouts focused on what they're actually hired to do—watch and judge?
**The Problem We Were Solving:**
Most clubs still operate on spreadsheets, email, and memory. Scouts can't find player history. Evaluations aren't comparable. One great scout leaves, and two years of knowledge walks out the door. Recruitment decisions look like guesses because there's no evidence trail.
Even worse: Scouts could evaluate 5-6x more players if they weren't bottlenecked by typing.
**How Our Approach Evolved:**
Early versions were just "AI report generator." Clubs tested it and said, "OK, but we still have 6 other problems."
So we built the entire system:
- Standardized evaluation framework (so reports are actually comparable)
- Centralized player database (so nothing gets lost)
- Rolling evaluation tracking (so we see development trends, not snapshots)
- Full Arabic interface (because we're building FOR the MENA market, not translating English)
- Integration with CaptainX tournaments and academies (so the whole ecosystem talks to each other)
The shift: From "AI tool" to "operating system for scouting."
**What We Learned:**
- Scouts don't fear AI. They fear losing control of judgment. (We solved it: AI assists, humans decide.)
- Clubs don't want faster reports. They want better coverage and defensible decisions. (We solved it: 5-6x capacity, evidence-based.)
- Mid-tier clubs are underserved. Global platforms are too expensive or too generic. (We built for them.)
**Real Impact We're Seeing:**
- Scout efficiency: 30 minutes per evaluation vs. 180 minutes (same quality)
- Scout coverage: 12-15 players per scout per month → 60-80 players per month
- Recruitment defensibility: Decisions traced to rolling data, not gut feeling
- Institutional memory: Knowledge survives staff changes
**For Everyone Here:**
We're curious about your experience:
👉 Are you involved in sports, recruitment, or team management?
👉 What's your biggest frustration with current tools or processes?
👉 Would workflow automation + structured AI analysis change how you work?
**We're here all day to answer questions, show demos, and hear feedback. Ask us anything.**
Looking forward to the conversation.
— The CaptainX Team
P.S. SQR is named after the falcon (Saqr صقر), known for exceptional eyesight and precision. That's exactly what modern scouting needs.
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About SQR on Product Hunt
“The operating system for modern football scouting.”
SQR was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #66 on the daily leaderboard. Meet SQR (Saqr صقر - the falcon). The operating system transforming how football clubs recruit. AI analyzes match footage in 60 seconds. Scouts review, validate, and decide—keeping humans in control. Problem: Scouts spend 70% time writing instead of watching. Solution: Standardized reports, centralized database, rolling evaluation, full Arabic interface. Impact: 5-6x coverage increase, evidence-based decisions, retained knowledge. From grassroots to Pro League. Request demo.
SQR was featured in Football (3.4k followers), SaaS (43.6k followers) and Artificial Intelligence (476.1k followers) on Product Hunt. Together, these topics include over 167.9k products, making this a competitive space to launch in.
Who hunted SQR?
SQR was hunted by CaptainX AI. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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