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    <title>AceSense blog</title>
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    <description>Match analysis, camera setup and what the numbers can and cannot show.</description>
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    <lastBuildDate>Sat, 11 Jul 2026 00:00:00 GMT</lastBuildDate>
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      <title>AI tennis stroke quality scoring: what it measures and what it can't</title>
      <link>https://acesense.io/blog/ai-tennis-stroke-quality-scoring</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>How AI tennis stroke quality scoring works, what a pose-based score measures, how to judge any tool that claims it, and how to use the scores week to week.</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>Best AI tennis analysis app for Android: what actually counts as AI</title>
      <link>https://acesense.io/blog/best-ai-tennis-analysis-app-android</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>Most 'AI tennis' apps on Android run no tennis model at all. An honest 2026 test for real AI analysis: ball tracking, shot detection, pose scoring, published accuracy.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>Free tennis shot detection app: what 'free' actually buys you</title>
      <link>https://acesense.io/blog/free-tennis-shot-detection-app</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>What tennis shot detection is, why most 'free' apps are trials, replay mirrors, or manual stat trackers, and what a genuinely free automatic detection tier looks like.</description>
      <category>Comparison</category>
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    <item>
      <title>Post-match tennis video analysis software: how to choose one</title>
      <link>https://acesense.io/blog/post-match-tennis-video-analysis-software</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>Post-match tennis video analysis software explained: why reviewing after you play beats real-time coaching for amateurs, what a good pipeline needs, and how the options compare. Honest, sourced.</description>
      <category>Guide</category>
    </item>
    <item>
      <title>SwingVision alternative without an Apple Watch: the honest buyer's guide</title>
      <link>https://acesense.io/blog/swingvision-alternative-without-apple-watch</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>Which SwingVision features actually need the Apple Watch, what a watch-free workflow loses, and the best SwingVision alternative without an Apple Watch for iPhone, Android, and iPad owners.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>The SwingVision Android alternative, explained</title>
      <link>https://acesense.io/blog/swingvision-android-alternative</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>Looking for a SwingVision Android alternative? AceSense runs the same kind of AI tennis analysis on a phone-recorded video, no Apple Watch, no iPhone.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>Tennis biomechanics analysis from video: what one camera can honestly measure</title>
      <link>https://acesense.io/blog/tennis-biomechanics-analysis-from-video</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>A practical guide to tennis biomechanics analysis from a single phone camera: joint angles vs lab kinetics, kinetic-chain checkpoints, overclaim red flags, and how to film so the pose model works.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>Tennis court heatmap generator app: what the picture actually tells you</title>
      <link>https://acesense.io/blog/tennis-court-heatmap-generator</link>
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      <pubDate>Sat, 11 Jul 2026 00:00:00 GMT</pubDate>
      <description>What a tennis court heatmap generator app reveals about your placement, how it's built from one phone video, and where accuracy decides signal from decoration.</description>
      <category>Feature</category>
    </item>
    <item>
      <title>The full equipment list for filming a tennis match in 2026</title>
      <link>https://acesense.io/blog/tennis-match-filming-equipment-2026</link>
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      <pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate>
      <description>Phone, tripod, fence-mount, power, storage, the honest gear list for filming a tennis match for AI analysis. Specific models and price ranges.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>Best tennis video analysis app for Android in 2026</title>
      <link>https://acesense.io/blog/best-tennis-video-analysis-app-android-2026</link>
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      <pubDate>Mon, 06 Apr 2026 00:00:00 GMT</pubDate>
      <description>An honest 2026 list of every tennis video analysis app that actually works on Android, reviewed for accuracy, price, and what each is genuinely best for.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>How to share your AceSense report with your coach in one tap</title>
      <link>https://acesense.io/blog/share-acesense-report-with-coach</link>
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      <pubDate>Sun, 29 Mar 2026 00:00:00 GMT</pubDate>
      <description>From the report screen to your coach's inbox in under 30 seconds. Walk-through, link expiry rules, what your coach actually sees, and a workflow checklist.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>What's the minimum phone for AI tennis analysis?</title>
      <link>https://acesense.io/blog/minimum-phone-for-tennis-ai</link>
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      <pubDate>Tue, 17 Mar 2026 00:00:00 GMT</pubDate>
      <description>iOS 14 / Android 11, 1080p camera, 2 GB free storage, decent Wi-Fi. Specific phone examples (iPhone 11+, Pixel 5+, Galaxy S10+) and what to skip.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>EU privacy + your tennis video: how data hosted in europe-west1 changes the math</title>
      <link>https://acesense.io/blog/eu-privacy-tennis-video-gdpr</link>
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      <pubDate>Sun, 15 Mar 2026 00:00:00 GMT</pubDate>
      <description>Your tennis video is personal data under GDPR. Where it lives matters. Here's why AceSense pins infrastructure to europe-west1, and what that means for you.</description>
      <category>Industry</category>
    </item>
    <item>
      <title>OnForm for tennis? Here's why we built tennis-specific AI instead</title>
      <link>https://acesense.io/blog/onform-for-tennis-why-not</link>
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      <pubDate>Mon, 02 Feb 2026 00:00:00 GMT</pubDate>
      <description>OnForm is a great generic video coaching app, but tennis isn't on its supported-sport list. Here's the honest breakdown of what's missing, and why.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>The Coach's Eye replacement playbook (after TechSmith shut it down)</title>
      <link>https://acesense.io/blog/coachs-eye-replacement-playbook</link>
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      <pubDate>Fri, 30 Jan 2026 00:00:00 GMT</pubDate>
      <description>Coach's Eye is gone since Sept 2022. Here's the honest replacement guide: OnForm, Hudl Technique, AceSense for tennis, picked by job, not hype.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>Forehand consistency: a 3-drill plan with measurable goals</title>
      <link>https://acesense.io/blog/forehand-consistency-3-drill-plan</link>
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      <pubDate>Tue, 27 Jan 2026 00:00:00 GMT</pubDate>
      <description>How to improve forehand consistency with three specific drills, measurable goals, and an AceSense report to track the change. NTRP 3.0–4.0 self-coaching plan.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>Going from NTRP 3.5 to 4.0: patterns we see in user reports (not a controlled study)</title>
      <link>https://acesense.io/blog/ntrp-3-5-to-4-0</link>
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      <pubDate>Sat, 24 Jan 2026 00:00:00 GMT</pubDate>
      <description>What does the climb from NTRP 3.5 to 4.0 actually look like in match data? Heatmaps, rally length, second-serve placement, what we'd expect to see, hedged honestly.</description>
      <category>Use case</category>
    </item>
    <item>
      <title>What changes after you've watched 10 of your own matches</title>
      <link>https://acesense.io/blog/10-matches-watching-changes</link>
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      <pubDate>Thu, 22 Jan 2026 16:14:00 GMT</pubDate>
      <description>Watching tape works, but the change isn't what you expect. After 10 self-recorded matches, here's what actually shifts in your tennis (and your head).</description>
      <category>Use case</category>
    </item>
    <item>
      <title>A coach's guide to using AceSense between lessons</title>
      <link>https://acesense.io/blog/coachs-guide-acesense-between-lessons</link>
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      <pubDate>Thu, 22 Jan 2026 09:01:00 GMT</pubDate>
      <description>If you coach amateur or junior players, AceSense gives you an async homework workflow between lessons. The 4-step framework, plus where it doesn't replace you.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>Doubles support in AI tennis apps: where most fail</title>
      <link>https://acesense.io/blog/doubles-support-tennis-ai</link>
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      <pubDate>Wed, 24 Dec 2025 00:00:00 GMT</pubDate>
      <description>Most AI tennis apps were trained on singles and silently break on doubles. Here's why partner-swap is the universal failure mode, and how AceSense handles it (with caveats).</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>Why tennis AI gets confused on clay (and how we handle it)</title>
      <link>https://acesense.io/blog/tennis-ai-clay-confusion</link>
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      <pubDate>Tue, 16 Dec 2025 00:00:00 GMT</pubDate>
      <description>Clay courts break most tennis AI ball trackers. Here's why, orange ball on orange surface, faint lines, dust, and how AceSense's court keypoint model adapts.</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>Tennis ball tracking accuracy: what 90% actually means</title>
      <link>https://acesense.io/blog/tennis-ball-tracking-accuracy-explained</link>
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      <pubDate>Sat, 13 Dec 2025 00:00:00 GMT</pubDate>
      <description>When a tennis app says '90 percent ball tracking accuracy,' what is it really measuring? F1, precision, recall, and IoU explained for tennis, without hand-waving.</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>Apple Watch tennis apps: do you need one for AceSense?</title>
      <link>https://acesense.io/blog/apple-watch-tennis-apps</link>
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      <pubDate>Fri, 05 Dec 2025 00:00:00 GMT</pubDate>
      <description>Short answer, no. Long answer, depends on what you want. The honest breakdown of Apple Watch tennis apps and where AceSense fits without one.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>The 'best free tennis stat tracker' question, answered for 2026</title>
      <link>https://acesense.io/blog/best-free-tennis-stat-tracker</link>
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      <pubDate>Fri, 14 Nov 2025 00:00:00 GMT</pubDate>
      <description>Genuinely free tennis tracking options compared, TennisKeeper, Swing Pro, AceSense free tier, and the watch apps. What you get for nothing, and where 'free' has fine print.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>What is the best app to analyze tennis? An honest 2026 list</title>
      <link>https://acesense.io/blog/best-app-to-analyze-tennis</link>
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      <pubDate>Sat, 08 Nov 2025 00:00:00 GMT</pubDate>
      <description>Five tennis analysis apps evaluated honestly, SwingVision, AceSense, OnForm, TennisAI.net, TopCourt. What each is best for, and where each fails.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>The honest cost of tennis coaching vs an AI app (in 2026 EUR)</title>
      <link>https://acesense.io/blog/tennis-coaching-cost-vs-app</link>
      <guid isPermaLink="true">https://acesense.io/blog/tennis-coaching-cost-vs-app</guid>
      <pubDate>Wed, 22 Oct 2025 00:00:00 GMT</pubDate>
      <description>Real 2026 EUR numbers: €50–€100/hr human coaching vs €19/mo AceSense. Where the app replaces a coach, where it supplements, and where the spend is wasted.</description>
      <category>Pricing</category>
    </item>
    <item>
      <title>Best stroke analysis apps in 2026: stats vs technique</title>
      <link>https://acesense.io/blog/best-stroke-analysis-apps-2026</link>
      <guid isPermaLink="true">https://acesense.io/blog/best-stroke-analysis-apps-2026</guid>
      <pubDate>Fri, 03 Oct 2025 13:17:00 GMT</pubDate>
      <description>An honest 2026 list of stroke-analysis apps for tennis, separating match-stats trackers from technique analysers. AceSense, OnForm, Hudl, Coach's Eye replacements.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>AceSense for adult returners: how 4 sessions surface your old habits</title>
      <link>https://acesense.io/blog/acesense-for-adult-returners</link>
      <guid isPermaLink="true">https://acesense.io/blog/acesense-for-adult-returners</guid>
      <pubDate>Fri, 03 Oct 2025 08:01:00 GMT</pubDate>
      <description>Coming back to tennis after years off? Your old technique is muscle memory, and not all of it is good. Here's how 4 AceSense sessions surface what to fix before it re-cements.</description>
      <category>Use case</category>
    </item>
    <item>
      <title>AceSense for parents of juniors: tracking progress without being 'that parent'</title>
      <link>https://acesense.io/blog/acesense-for-parents-of-juniors</link>
      <guid isPermaLink="true">https://acesense.io/blog/acesense-for-parents-of-juniors</guid>
      <pubDate>Thu, 11 Sep 2025 12:59:00 GMT</pubDate>
      <description>How to use AceSense to support your junior tournament player's development, supportively, not coachy. Practical boundaries from a founder who watched it go wrong.</description>
      <category>Use case</category>
    </item>
    <item>
      <title>AceSense for junior coaches: async homework between lessons</title>
      <link>https://acesense.io/blog/acesense-for-junior-coaches</link>
      <guid isPermaLink="true">https://acesense.io/blog/acesense-for-junior-coaches</guid>
      <pubDate>Thu, 11 Sep 2025 09:22:00 GMT</pubDate>
      <description>If you coach U12-U18 ranked juniors, here's how to use AceSense as the between-lesson homework loop, without filming every session yourself.</description>
      <category>Use case</category>
    </item>
    <item>
      <title>AceSense for club players: the once-a-week diagnostic loop</title>
      <link>https://acesense.io/blog/acesense-for-club-players</link>
      <guid isPermaLink="true">https://acesense.io/blog/acesense-for-club-players</guid>
      <pubDate>Wed, 10 Sep 2025 00:00:00 GMT</pubDate>
      <description>If you play league tennis once or twice a week at NTRP 3.0–4.5, here's the weekly diagnostic loop that turns AceSense into your honest, async coach.</description>
      <category>Use case</category>
    </item>
    <item>
      <title>First time using AceSense? The 5-minute starter guide</title>
      <link>https://acesense.io/blog/acesense-5-minute-starter-guide</link>
      <guid isPermaLink="true">https://acesense.io/blog/acesense-5-minute-starter-guide</guid>
      <pubDate>Wed, 03 Sep 2025 00:00:00 GMT</pubDate>
      <description>New to AceSense? Here's the honest 5-minute walkthrough, what to record first, what to look at in the report, and what to ignore until session three.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>Indoor courts and AI tennis analysis: what to know</title>
      <link>https://acesense.io/blog/indoor-tennis-ai-analysis</link>
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      <pubDate>Tue, 02 Sep 2025 00:00:00 GMT</pubDate>
      <description>Indoor tennis means low light, ceiling-mounted floodlights, and frame-rate flicker. Here's how to film for AI analysis without ruining your report.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>Filming on clay courts: how to make AI tennis tools work</title>
      <link>https://acesense.io/blog/tennis-ai-clay-courts</link>
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      <pubDate>Fri, 29 Aug 2025 00:00:00 GMT</pubDate>
      <description>Clay is the hardest surface for AI tennis analysis, orange ball on orange clay, drifting court lines, sliding tripods. Here's what actually works.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>What if my court has no fence? Mounting alternatives that work</title>
      <link>https://acesense.io/blog/tennis-camera-no-fence</link>
      <guid isPermaLink="true">https://acesense.io/blog/tennis-camera-no-fence</guid>
      <pubDate>Sun, 24 Aug 2025 00:00:00 GMT</pubDate>
      <description>No fence behind your court? Here are five phone-mounting setups that actually work for AI tennis analysis, tripods, sandbags, magnetic mounts, and one bad idea.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>A 4-week self-coaching workflow with phone video</title>
      <link>https://acesense.io/blog/4-week-self-coaching-workflow</link>
      <guid isPermaLink="true">https://acesense.io/blog/4-week-self-coaching-workflow</guid>
      <pubDate>Wed, 20 Aug 2025 00:00:00 GMT</pubDate>
      <description>An honest 4-week self-coaching loop for an NTRP 3.0–4.5 amateur, record once a week, read the report, fix one thing. Specific weekly steps, what to expect.</description>
      <category>Workflow</category>
    </item>
    <item>
      <title>How to record your serve for analysis (solo, no tripod follow)</title>
      <link>https://acesense.io/blog/how-to-record-tennis-serve</link>
      <guid isPermaLink="true">https://acesense.io/blog/how-to-record-tennis-serve</guid>
      <pubDate>Sat, 09 Aug 2025 00:00:00 GMT</pubDate>
      <description>Recording your serve alone, no partner, no follow-camera. Where to put the phone, what to film, and how to make the resulting video usable for AI analysis.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>The right camera angle and height for AI shot detection</title>
      <link>https://acesense.io/blog/camera-angle-tennis-ai</link>
      <guid isPermaLink="true">https://acesense.io/blog/camera-angle-tennis-ai</guid>
      <pubDate>Tue, 29 Jul 2025 00:00:00 GMT</pubDate>
      <description>The exact phone-camera angle, height, distance, and centring that AceSense (and other AI tennis tools) need, with what each variable breaks if you get it wrong.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>A sub-$50 phone setup for filming your tennis matches</title>
      <link>https://acesense.io/blog/30-dollar-tennis-recording-setup</link>
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      <pubDate>Sun, 27 Jul 2025 00:00:00 GMT</pubDate>
      <description>The cheapest setup that produces analysis-grade tennis match video. Specific gear list, where to mount it, and what we do not recommend buying.</description>
      <category>How-to</category>
    </item>
    <item>
      <title>Can an AI tennis app actually replace your coach?</title>
      <link>https://acesense.io/blog/can-ai-replace-tennis-coach</link>
      <guid isPermaLink="true">https://acesense.io/blog/can-ai-replace-tennis-coach</guid>
      <pubDate>Mon, 21 Jul 2025 15:40:00 GMT</pubDate>
      <description>The honest answer from the founder of an AI tennis app: no, not entirely, and here's exactly which parts of coaching it can replace, and which parts it can't.</description>
      <category>Industry</category>
    </item>
    <item>
      <title>Wimbledon's electronic line calling, explained</title>
      <link>https://acesense.io/blog/wimbledon-electronic-line-calling-explained</link>
      <guid isPermaLink="true">https://acesense.io/blog/wimbledon-electronic-line-calling-explained</guid>
      <pubDate>Mon, 21 Jul 2025 08:48:00 GMT</pubDate>
      <description>What's actually happening when Wimbledon switches off line judges, Hawk-Eye Live, ELC, and how it compares to the AI line calling on a phone-based tennis app.</description>
      <category>Industry</category>
    </item>
    <item>
      <title>The real serve speed for an NTRP 3.5 player (data from real sessions)</title>
      <link>https://acesense.io/blog/ntrp-3-5-real-serve-speed</link>
      <guid isPermaLink="true">https://acesense.io/blog/ntrp-3-5-real-serve-speed</guid>
      <pubDate>Tue, 15 Jul 2025 00:00:00 GMT</pubDate>
      <description>What's a realistic first- and second-serve speed for a 3.5 club player? Coaching consensus, community data, and a sanity check on the numbers your app is showing.</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>Why your serve speed reading might not be 130 mph (or 66 mph)</title>
      <link>https://acesense.io/blog/serve-speed-reading-explained</link>
      <guid isPermaLink="true">https://acesense.io/blog/serve-speed-reading-explained</guid>
      <pubDate>Mon, 14 Jul 2025 00:00:00 GMT</pubDate>
      <description>Why monocular phone-camera serve-speed estimates have a real error band, what causes it, what 'use it for trends' really means, and how to interpret your number.</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>How accurate is AceSense? Our methodology and benchmarks</title>
      <link>https://acesense.io/blog/how-accurate-is-acesense</link>
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      <pubDate>Sun, 13 Jul 2025 00:00:00 GMT</pubDate>
      <description>Most AI tennis apps describe accuracy with adjectives. Here's how AceSense actually measures shot-detection F1, ball-speed error, and where the model fails.</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>How AI tennis shot detection actually works</title>
      <link>https://acesense.io/blog/how-ai-tennis-shot-detection-works</link>
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      <pubDate>Fri, 04 Jul 2025 00:00:00 GMT</pubDate>
      <description>A plain-English walkthrough of the five-stage pipeline that turns a phone-recorded tennis video into a post-match report, including where it fails.</description>
      <category>Methodology</category>
    </item>
    <item>
      <title>AceSense vs TopCourt: instruction vs analysis (use both)</title>
      <link>https://acesense.io/blog/acesense-vs-topcourt</link>
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      <pubDate>Sat, 28 Jun 2025 00:00:00 GMT</pubDate>
      <description>AceSense vs TopCourt compared. TopCourt teaches you tennis through pro lessons. AceSense analyses your tennis. Use both, not either.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>AceSense vs OnForm: tennis-specific AI vs generic video tool</title>
      <link>https://acesense.io/blog/acesense-vs-onform</link>
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      <pubDate>Mon, 23 Jun 2025 00:00:00 GMT</pubDate>
      <description>AceSense vs OnForm compared. AceSense is tennis-specific AI; OnForm is a generic multi-sport video annotation platform. Which one is right for you.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>AceSense vs Baseline Vision: phone vs €1,800 hardware camera</title>
      <link>https://acesense.io/blog/acesense-vs-baseline-vision</link>
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      <pubDate>Sat, 21 Jun 2025 15:37:00 GMT</pubDate>
      <description>AceSense vs Baseline Vision compared. AceSense uses your phone; Baseline Vision sells €1,800 hardware. Which one is right for you in 2026.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>AceSense vs PlaySight: facility hardware vs your phone</title>
      <link>https://acesense.io/blog/acesense-vs-playsight</link>
      <guid isPermaLink="true">https://acesense.io/blog/acesense-vs-playsight</guid>
      <pubDate>Sat, 21 Jun 2025 10:32:00 GMT</pubDate>
      <description>AceSense vs PlaySight compared. PlaySight needs SmartCourt facility hardware. AceSense runs on your phone. Which one is right for you in 2026.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>AceSense vs PB Vision: different sports, different priorities</title>
      <link>https://acesense.io/blog/acesense-vs-pb-vision</link>
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      <pubDate>Tue, 27 May 2025 00:00:00 GMT</pubDate>
      <description>AceSense vs PB Vision compared. AceSense is built tennis-first; PB Vision is built pickleball-first. An honest 2026 side-by-side to pick the right one for your sport.</description>
      <category>Comparison</category>
    </item>
    <item>
      <title>AceSense vs SwingVision: side-by-side for amateur players</title>
      <link>https://acesense.io/blog/acesense-vs-swingvision-amateur-players</link>
      <guid isPermaLink="true">https://acesense.io/blog/acesense-vs-swingvision-amateur-players</guid>
      <pubDate>Tue, 22 Apr 2025 00:00:00 GMT</pubDate>
      <description>AceSense vs SwingVision compared for amateur players, features, accuracy, price, Android support. Honest 2026 side-by-side with sources.</description>
      <category>Comparison</category>
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