I want to get continuous structured data on emerging material science breakthroughs, advanced manufacturing techniques, and intellectual property filings related to golf equipment from global academic research papers, patent databases, and industry technology publications.

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Pilot Configuration
Goal I want to get continuous structured data on emergi... Stay ahead in golf innovation — automated insights on material science breakthroughs and manufacturing trends
12 website or app sources The Jsonify AI will open these automatically to explore and find your information
sciencedirect.com researchgate.net arxiv.org patents.google.com +8 more
11 data columns
12 dashboard widgets
3 integrations
1 notification
Recommended
Pilot Phase (Scoped Evaluation)
Up to 12 weeks
€3,000 / month

Typical scope: multi-country, weekly updates, multiple categories

  • Real data from real sources
  • Live dashboards or export feeds
  • Validate scope, refresh cadence, quality
  • Fixed price, no ongoing commitment

Most teams start here to validate fit before expanding.

Post-pilot: Production pricing depends on scope. Use estimator to see typical monthly range →
Now, schedule a short call below to confirm scope and start the pilot, or build something new.

or email us at paul@jsonify.co

Data sources are the websites and apps where information will be collected from. These can be changed or expanded at any time. This is turned into data rows.

sciencedirect.com
researchgate.net
arxiv.org
patents.google.com
uspto.gov
materialstoday.com
engineering.com
golfdigest.com
golf.com
techcrunch.com
forbes.com
industryweek.com
Add Source
Sample data preview. This is synthetic test data generated to illustrate the structure. Real data from your sources will be populated during the pilot. This data powers the dashboard widgets.
id Source Title Authors Publication Date Summary Method Implication Last Updated Access Price
1 sciencedirect.com Nanostructured polymer composites for lightweight golf club shafts L. Chen; M. Patel; S. Rodriguez Feb 2, 2026
Study demonstrating enhanced stiffness-to-weight ratio in golf shafts using aligned carbon nanotube-reinforced thermoplastic matrices with 12–18% weight reduction.
... show all
Fabrication via roll-to-roll layup, hot-press consolidation, tensile/bend testing, dynamic impact fatigue (10k cycles)
... show all
Potential to produce lighter, more durable shafts improving swing speed and fatigue life; manufacturable at scale with existing thermoplastic tooling
... show all		 Feb 3, 2026 Paywall with abstract $39.95/article
2 arxiv.org Topology-optimized lattice cores for golf club heads: balancing COR and mass A. Nguyen; P. Silva Feb 1, 2026
Preprint proposing topology-optimized internal lattice architectures for driver heads to increase coefficient of restitution (COR) while maintaining legal mass limits.
... show all		 Finite element topology optimization, additive manufacturing (SLM) prototypes, ballistic COR testing
Enables manufacturers to tune sweet spot and launch characteristics without increasing mass; applicable to custom-geometry drivers
... show all		 Feb 2, 2026 Open access preprint Free
3 patents.google.com Adjustable-weighting system for golf club heads with magnetically couplable inserts Inventor: K. O'Leary; Assignee: Fairway Dynamics, Inc. Feb 3, 2026
Patent application covering magnetically retained tungsten and polymer composite inserts that allow in-play weight tuning.
... show all
Prototype testing combining magnetic retention tests, impact durability, and regulatory compliance checks
... show all
Simplifies adjustable weighting; may accelerate trend toward user-tuneable performance but raises regulatory questions in some tournaments
... show all		 Feb 3, 2026 Full text patent application Free
4 uspto.gov Method for manufacturing hollow lattice golf shafts Filed by: CompositeTech LLC; Inventors: R. Singh, E. Morales Feb 4, 2026
Utility patent describing a continuous filament winding process creating graded lattice walls within hollow shafts to modulate flex profiles.
... show all		 Process diagrams, manufacturing parameters, sample production runs, long-term fatigue testing data
Could reduce production cost of advanced shafts and enable mass customization of flex and torque characteristics
... show all		 Feb 4, 2026 Public patent record Free
5 researchgate.net Surface treatments to reduce friction in golf ball-mat interactions on synthetic turf H. Kim; J. Alvarez Jan 31, 2026
Experimental evaluation of polymer coatings on golf balls to minimize skid and optimize roll on various synthetic turfs.
... show all		 Coating formulations, tribological testing (COF), outdoor field trials, statistical analysis Improved roll consistency could benefit ball design and course maintenance recommendations Feb 2, 2026 Request full-text from authors Contact author for access
6 materialstoday.com Graphene-enhanced thermosets improve face durability for metalwood faces E. Carter (Feature) Feb 3, 2026
Industry feature reporting on trials where graphene-doped epoxy layers increase face tensile strength and reduce microcracking under high-speed impacts.
... show all		 Third-party lab impact testing, SEM fracture analysis, comparative field tests with tour players
Potential to extend face longevity and allow thinner faces for higher ball speed; early adoption by OEMs in 2026 expected
... show all		 Feb 3, 2026 Article with limited free view Free (limited) / $1.00 for full archive access
7 engineering.com Robotic finishing improves tolerances for forged wedges M. Leone Feb 2, 2026
Report on automating surface finishing and micro-texturing of wedges using 6-axis robots to achieve consistent spin characteristics.
... show all		 Process integration case study, tolerance measurements, before/after spin testing
Lower unit variance in spin could reduce quality-driven rework and improve player confidence in product lines
... show all		 Feb 3, 2026 Open article Free
8 golfdigest.com Prototype hollow-core golf ball promises higher initial velocity J. Matthews Feb 1, 2026
Hands-on review of prototype balls using graded-density hollow cores yielding slightly higher initial velocity in launch monitor tests.
... show all		 Independent launch monitor comparisons, feel and durability field notes
If commercially feasible, could challenge current multilayer solid-core designs; regulatory testing pending
... show all		 Feb 2, 2026 Free article with images Free
9 golf.com Wearable sensors reveal swing micro-patterns influenced by shaft stiffness Data Report by G. Torres Feb 3, 2026
Study using inertial measurement units (IMUs) on 120 golfers indicating micro-timing differences correlated with shaft flex ratings.
... show all		 IMU data capture, signal processing, machine learning clustering, cross-validation Data could inform personalized shaft recommendations and real-time coaching tools Feb 3, 2026 Article with embedded dataset samples Free
10 techcrunch.com Startup raises $12M for AI-driven club fitting using computer vision R. Singh Feb 4, 2026
Coverage of startup SwingSight raising funding for a system that uses multi-angle video and ML to recommend club/shaft combos.
... show all		 Demo results, pilot deployments at 8 retail stores, accuracy metrics vs human fitters
May disrupt brick-and-mortar fitting by scaling personalized recommendations; partnerships with OEMs likely
... show all		 Feb 4, 2026 News article Free
11 forbes.com Manufacturing consolidation drives next-gen golf equipment cost reductions L. Ahmed Feb 2, 2026
Analysis piece on vertical integration of composites suppliers with OEMs leading to lower BOM costs and faster iteration cycles.
... show all		 Industry financial analysis, interviews with executives, cost modeling Could accelerate product cycles and lower retail prices for premium equipment Feb 3, 2026 Free summary; full report paywalled $4.99 for full article
12 industryweek.com Scale-up challenges for additive-manufactured driver heads C. Park Feb 1, 2026
Coverage of bottlenecks (powder supply, post-process heat treatment) in scaling lattice-driven head production.
... show all		 Factory visits, interviews, throughput and cost projections Until throughput improves, additive parts likely to remain high-margin niche rather than mainstream Feb 2, 2026 Open access article Free
13 sciencedirect.com Hybrid metal-composite face-sheet for improved energy transfer in drivers F. Rossi; K. Yamamoto Feb 4, 2026
Paper showing a bonded metal-composite sandwich face improves transient energy transfer and reduces permanent deformation after repeated impacts.
... show all		 Layered fabrication, high-speed impact tests (5k cycles), modal analysis Opportunity for OEMs to increase ball speeds while meeting durability standards Feb 4, 2026 Paywall $49.99/article
14 arxiv.org Machine learning surrogate models for simulating spin dynamics of golf balls S. Banerjee; T. Liu Jan 30, 2026
Develops fast ML surrogates to predict spin and drag under varying atmospheric and seam conditions, reducing CFD time by 100x.
... show all		 Hybrid CFD dataset generation, training of deep neural nets, validation against wind tunnel data Enables rapid design space exploration for ball aerodynamics and dimpling patterns Feb 1, 2026 Open access preprint Free
15 patents.google.com Golf club grip with embedded haptic feedback for swing training Inventor: N. Gupta; Assignee: SwingTech Corp. Feb 2, 2026
Patent application for a grip embedding vibration motors and sensors to provide real-time tactile cues during swing.
... show all		 Hardware prototypes, user studies (n=40), durability and battery life tests Could integrate coaching into equipment, creating product+service revenue streams Feb 2, 2026 Full text patent application Free
16 uspto.gov Heat-treated maraging steel face insert for enhanced COR Filed by: AeroGolf Inc.; Inventors: M. Becker, J. Huang Feb 3, 2026
Patent filing disclosing a heat-treatment schedule and microstructural control for maraging steel inserts to achieve higher COR.
... show all		 Metallography, hardness profiles, impact testing against regulatory thresholds Provides OEMs a path to higher ball speeds with predictable manufacturing processes Feb 3, 2026 Public record Free
17 researchgate.net Eco-friendly binders for golf ball covers derived from bio-based polyesters P. Duarte; S. Klein Feb 1, 2026
Paper presenting bio-based polyester binders achieving similar resilience and cut resistance as petroleum-based systems.
... show all		 Synthesis, mechanical property testing, accelerated weathering tests Could enable greener ball lines and reduce carbon footprint in mainstream products Feb 2, 2026 Request full-text from authors Contact author for access
18 materialstoday.com Ceramic coatings improve milling durability for precision club heads Feature by R. Evans Feb 3, 2026
Reports on PVD ceramic coatings applied to milling cutters and how they extend tool life when machining titanium club bodies.
... show all		 Tool-wear studies, surface finish measurements, cost-per-part analysis Lower tool costs and more consistent surface finishes enable tighter tolerances and reduced scrap Feb 3, 2026 Article Free
19 engineering.com Ultrasonic additive manufacturing for multi-material hosels D. Park Feb 2, 2026
Case study on using ultrasonic additive processes to join dissimilar metals for hosels with integrated damping features.
... show all		 Process trials, metallurgical bonding analysis, torsion and fatigue tests Enables hosel designs with tuned damping without adhesives or welds Feb 3, 2026 Open article Free
20 golfdigest.com Field test: polymer-insert putters vs. traditional milled faces Testing Team Feb 4, 2026
Comparative field tests measuring roll-out consistency, feel, and durability between polymer-insert putters and milled steel faces.
... show all		 Blind testing with 30 golfers, launch monitor data, durability cycles
Polymer inserts deliver softer feel and consistent initial roll but may show increased wear over 2+ years
... show all		 Feb 4, 2026 Free article with charts Free
21 golf.com Sustainable packaging trends in golf equipment shipping J. Patel Feb 2, 2026 Industry overview of brands shifting to recyclable molded-fiber packaging for clubs and accessories. Supplier interviews, life-cycle analysis summaries, cost comparisons Small increase in packaging cost offset by consumer sustainability positioning Feb 3, 2026 Open article Free
22 techcrunch.com 3D scanning startup partners with OEM to enable on-demand club personalization K. Rose Feb 1, 2026
News on partnership enabling consumers to 3D-scan swings and hands for bespoke grips and hosels produced on-demand.
... show all		 Pilot deployments in 12 stores, customer satisfaction surveys, production metrics May accelerate personalization and reduce inventory SKU counts Feb 2, 2026 News article Free
23 forbes.com How IP battles over adjustable drivers shaped 2025–2026 product launches S. Malik Feb 3, 2026
Analysis of recent patent litigation and licensing deals affecting adjustable-weight driver features.
... show all		 Legal document review, interviews with counsel, timeline reconstruction
Companies may shift to alternative weighting mechanisms to avoid infringement; licensing revenue remains significant
... show all		 Feb 3, 2026 Paywalled long-form $5.99 single article
24 industryweek.com Supply chain resilience: sourcing high-grade alloy powders for AM golf components A. Thompson Feb 4, 2026
Investigation into raw material sourcing constraints and inventory strategies for metal powders used in additive manufacturing.
... show all		 Supplier surveys, lead-time modeling, risk analysis OEMs may secure multi-sourcing contracts or invest in recycling loops to stabilize supply Feb 4, 2026 Open article Free
25 sciencedirect.com Acoustic emission monitoring of in-process defects in carbon-fiber shaft winding Y. Zhou; R. Patel Feb 3, 2026
Paper demonstrating real-time acoustic emission sensors detect voids and gaps during filament winding enabling in-line rejection or repair.
... show all		 Sensor integration, signal classification, correlation with post-process CT scans Reduces defective yield and enables closed-loop process control for higher throughput Feb 3, 2026 Paywall $44.00/article
26 arxiv.org Fast surrogate models for ball-flight under crosswinds using reduced-order CFD M. Ortiz; L. Weber Jan 29, 2026
Presents reduced-order CFD models that capture crosswind effects on trajectory with 20x speed-up and <5% error.
... show all		 Proper orthogonal decomposition, calibration on wind-tunnel datasets, open-source code release Useful for rapid hardware-in-the-loop simulations for club and ball design Feb 1, 2026 Open access preprint Free
27 patents.google.com Interchangeable sole plate system for golf clubs enabling surface texture swaps Inventors: T. Baker; Assignee: TurfTech Innovations Feb 4, 2026
Application covering a keyed sole-plate interface allowing rapid swap of sole textures for different turf conditions.
... show all		 Prototype mechanical tests, wear cycling, torque retention measurements
Could allow players or fitters to tune turf interaction for playing conditions; OEM aftermarket potential
... show all		 Feb 4, 2026 Full text patent application Free
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Radar continuously monitors your selected web sources and alerts you the moment something changes. +7

New Patent Filed
Recent change
New Patent Filed 5m ago
Innovative Golf Club Design new patent published on golf equipment
patents.google.com
New Publication Alert
Recent change
New Publication Alert 1h ago
Advanced Manufacturing Techniques recent study available
sciencedirect.com
Coverage Gap Found
Recent change
Coverage Gap Found 3h ago
Golf Equipment Innovations missing from key publications
materialstoday.com
New IP Filing Detected
Recent change
New IP Filing Detected Yesterday
Golf Ball Technology recent filing on patents.gov
uspto.gov
Publication Access Change
Recent change
Publication Access Change 3h ago
Golf Equipment Research access to article updated
researchgate.net
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