[
 {
  "category": "Quoting & estimating",
  "rank": 1,
  "name": "FabEngineer Pro",
  "url": "https://www.fabengineerpro.com/landing/fabengineerpro",
  "free_tier": "Free plan: 8 tools, no card",
  "paid": "Pro $29/mo or $249/yr, all tools, no per-seat fees; 7-day free trial",
  "best_for": "1\u201310 person welding and fab shops quoting from DXF files and bar stock",
  "reason": "DXF cut estimator, bottom-up job quotes, linear (bar/tube) nesting and a weld quoting tool (GMAW/FCAW/SMAW/GTAW) in one flat-price app",
  "quality": 7,
  "ease": 8,
  "value": 10,
  "momentum": 7,
  "score": 7.8,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "Quoting & estimating",
  "rank": 2,
  "name": "Accuracy Quoting",
  "url": "https://accuracyquote.com/pricing",
  "free_tier": "No free plan; 5-day free trial",
  "paid": "Starter $20/mo; quoting seats $12/mo; view-only seats $2/mo; work orders +$7/mo; bundles $27.55 and $51.30/mo",
  "best_for": "Shops quoting laser-cut flat parts, structural shapes and weldments",
  "reason": "DXF analysis, structural items (tube, angle, channel, flat bar), weldment costing and centralized rates, with nesting included",
  "quality": 7,
  "ease": 7,
  "value": 10,
  "momentum": 7,
  "score": 7.6,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "Quoting & estimating",
  "rank": 3,
  "name": "JobQuote IQ",
  "url": "https://www.jobquoteiq.com/",
  "free_tier": "14-day free trial",
  "paid": "Solo $79/mo (1 user); Shop $149/mo flat, unlimited users; Shop Plus $249/mo",
  "best_for": "Machine, sheet metal and fab shops of 3\u201315 people quoting at a desk",
  "reason": "Flat pricing with material markup, labor and outside services, and QuickBooks Online push on Shop. Web only, no phone app",
  "quality": 7,
  "ease": 8,
  "value": 7,
  "momentum": 7,
  "score": 7.2,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "AI takeoff & RFQ automation",
  "rank": 1,
  "name": "SteelFlo",
  "url": "https://www.steelfloai.com/steel-estimating-software",
  "free_tier": "3 free takeoffs, no card",
  "paid": "Pro $399/mo, published",
  "best_for": "Structural and misc steel shops bidding from PDF drawing sets",
  "reason": "AI finds steel members on PDF drawings, your estimator verifies each one, then a pricing engine and mill-length nesting build the bid",
  "quality": 8,
  "ease": 7,
  "value": 6,
  "momentum": 8,
  "score": 7.4,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026; accuracy figures are the vendor's own claim",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "AI takeoff & RFQ automation",
  "rank": 2,
  "name": "Uptool",
  "url": "https://uptool.com/pricing",
  "free_tier": "Free 1-week trial (US shops under 100 people)",
  "paid": "From $195/mo for 1\u20132 employee shops; scales with headcount and ITAR; vendor says most pay $195\u2013$495/mo",
  "best_for": "Machine and fab shops whose RFQs arrive by email with CAD, drawings and BOMs",
  "reason": "Reads RFQs in your inbox, drafts the estimate from the files, and you check it and reply on the same thread",
  "quality": 7,
  "ease": 8,
  "value": 6,
  "momentum": 7,
  "score": 7.0,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "Job tracking & shop board",
  "rank": 1,
  "name": "Bead Board",
  "url": "https://beadboard.app/pricing",
  "free_tier": "Free trial",
  "paid": "$99/mo flat, unlimited users and jobs",
  "best_for": "1\u201310 person welding shops replacing the whiteboard",
  "reason": "Job board with quotes, photos and hours against estimate. Native phone apps work offline. No accounting sync or scheduling engine (vendor says so)",
  "quality": 7,
  "ease": 9,
  "value": 8,
  "momentum": 6,
  "score": 7.4,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "Field service (mobile & repair welders)",
  "rank": 1,
  "name": "Jobber",
  "url": "https://www.getjobber.com/pricing/",
  "free_tier": "Free trial, no credit card",
  "paid": "Core $49/mo monthly or $29/mo billed annually (1 user); Connect from $139/$99; Grow from $199/$149; Plus from $499/$399 (5 users); +$29/user. Intro discounts shown until Oct 30, 2026",
  "best_for": "Mobile welders and repair shops that quote, schedule and invoice at the customer's site",
  "reason": "Quotes, scheduling, invoicing and online payments in one app, with an AI receptionist on higher tiers or as an add-on. Built for service calls, not production fab",
  "quality": 8,
  "ease": 8,
  "value": 7,
  "momentum": 8,
  "score": 7.8,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "Shop paperwork & voice (general AI)",
  "rank": 1,
  "name": "Claude",
  "url": "https://claude.com/pricing",
  "free_tier": "Free plan",
  "paid": "Pro $20/mo, or $17/mo billed annually ($200 up front); Max from $100/mo",
  "best_for": "Writing RFQ replies, scope and exclusions letters, change-order notes and safety drafts",
  "reason": "Strong at long documents and careful writing. You type or paste the job facts; you check every number before it goes out",
  "quality": 9,
  "ease": 8,
  "value": 8,
  "momentum": 9,
  "score": 8.6,
  "tier": "A",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "Shop paperwork & voice (general AI)",
  "rank": 2,
  "name": "Wispr Flow",
  "url": "https://wisprflow.ai/pricing",
  "free_tier": "Free plan",
  "paid": "Pro $15/user/mo, or $12 billed annually; team plans cost more",
  "best_for": "Dictating notes, emails and punch lists when your hands are dirty",
  "reason": "Voice-to-text that works in any app, so you can talk a note into your phone or laptop instead of typing",
  "quality": 7,
  "ease": 9,
  "value": 9,
  "momentum": 7,
  "score": 7.8,
  "tier": "B",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 },
 {
  "category": "Safety & inspections",
  "rank": 1,
  "name": "SafetyCulture",
  "url": "https://safetyculture.com/pricing/",
  "free_tier": "Free for teams up to 10",
  "paid": "Premium $24/seat/mo billed annually, or $29 monthly",
  "best_for": "Inspection checklists, toolbox talks and incident reports from a phone",
  "reason": "Free tier covers a small crew; templates for inspections and reports",
  "quality": 8,
  "ease": 8,
  "value": 9,
  "momentum": 7,
  "score": 8.0,
  "tier": "A",
  "verification": "Verified on vendor page Oct 19, 2026",
  "test_status": "Hands-on test coming",
  "app_cat": "BusinessApplication"
 }
]