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  <title>Honey Shelf Blog</title>
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  <description>Practical guides on inventory forecasting, reorder points, production planning, and supply chain for D2C brands.</description>
  <language>en</language>
  <item>
    <title>Shopify Inventory Not Syncing? 7 Real Causes</title>
    <link>https://honeyshelf.ai/blog/shopify-inventory-not-syncing.html</link>
    <guid>https://honeyshelf.ai/blog/shopify-inventory-not-syncing.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>Shopify inventory not syncing? The 7 real causes of wrong quantities — locations, apps, bundles, CSV imports, returns, uncounted shelves — and how to fix each.</description>
  </item>
  <item>
    <title>How to Negotiate MOQ With Manufacturers</title>
    <link>https://honeyshelf.ai/blog/moq-negotiation-manufacturers.html</link>
    <guid>https://honeyshelf.ai/blog/moq-negotiation-manufacturers.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>How to negotiate MOQ with manufacturers: why minimums exist, the six levers that actually move one, and the real per-unit cost at 300, 500 and 1,000 units.</description>
  </item>
  <item>
    <title>Dead Stock: How to Identify, Cost and Clear It</title>
    <link>https://honeyshelf.ai/blog/dead-stock-formula.html</link>
    <guid>https://honeyshelf.ai/blog/dead-stock-formula.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>How to identify dead stock in a Shopify export, cost it honestly with carrying and opportunity cost, and clear it without teaching customers to wait for sales.</description>
  </item>
  <item>
    <title>Sell-Through Rate Formula: What Is a Good Rate</title>
    <link>https://honeyshelf.ai/blog/sell-through-rate-formula.html</link>
    <guid>https://honeyshelf.ai/blog/sell-through-rate-formula.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>The sell-through rate formula, both denominators explained, an 8-week worked example, and what a good sell-through rate looks like at every stage of a drop.</description>
  </item>
  <item>
    <title>ABC Analysis Inventory: A Practical Guide</title>
    <link>https://honeyshelf.ai/blog/abc-analysis-inventory.html</link>
    <guid>https://honeyshelf.ai/blog/abc-analysis-inventory.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>ABC analysis for inventory, worked end to end: the Pareto logic, a 10-SKU example with cumulative %, what to change per grade, and the ABC × XYZ upgrade.</description>
  </item>
  <item>
    <title>How to Calculate Landed Cost Per Unit</title>
    <link>https://honeyshelf.ai/blog/landed-cost-calculation.html</link>
    <guid>https://honeyshelf.ai/blog/landed-cost-calculation.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>How to calculate landed cost per unit for exports from India: the formula, a worked 1,000-unit example to a US 3PL, and how cost changes with order size.</description>
  </item>
  <item>
    <title>Festive Season Inventory Planning for India</title>
    <link>https://honeyshelf.ai/blog/festive-season-inventory-planning-india.html</link>
    <guid>https://honeyshelf.ai/blog/festive-season-inventory-planning-india.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>Festive season inventory planning for Indian D2C brands: a working-backwards calendar from T-16 weeks to Diwali, honest uplift sizing and the post-Diwali cliff.</description>
  </item>
  <item>
    <title>BFCM Inventory Planning: How Much Stock to Order</title>
    <link>https://honeyshelf.ai/blog/bfcm-inventory-planning.html</link>
    <guid>https://honeyshelf.ai/blog/bfcm-inventory-planning.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>BFCM inventory planning, done properly: how much stock to order for Black Friday, from baseline velocity, per-SKU uplift, promo depth and the December trough.</description>
  </item>
  <item>
    <title>Raw Material Planning for Apparel Brands</title>
    <link>https://honeyshelf.ai/blog/raw-material-planning-apparel.html</link>
    <guid>https://honeyshelf.ai/blog/raw-material-planning-apparel.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>Raw material planning for apparel: how to derive fabric consumption per garment, stack waste allowances honestly, and plan trims so nothing stalls your run.</description>
  </item>
  <item>
    <title>SKU Rationalization: How to Decide What to Cut</title>
    <link>https://honeyshelf.ai/blog/sku-rationalization.html</link>
    <guid>https://honeyshelf.ai/blog/sku-rationalization.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>SKU rationalization for D2C brands: a weighted scoring framework, a worked 8-SKU table, the traps that cost more than they save, and a clean exit playbook.</description>
  </item>
  <item>
    <title>Job Work Challan and GST: A Founder's Guide</title>
    <link>https://honeyshelf.ai/blog/job-work-challan-gst.html</link>
    <guid>https://honeyshelf.ai/blog/job-work-challan-gst.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>Job work challan and GST explained for D2C brands: what a delivery challan must carry, Form ITC-04, the return time limits, and how to reconcile material sent out.</description>
  </item>
  <item>
    <title>Work in Progress Inventory: How to Track WIP</title>
    <link>https://honeyshelf.ai/blog/wip-inventory-tracking.html</link>
    <guid>https://honeyshelf.ai/blog/wip-inventory-tracking.html</guid>
    <pubDate>Sat, 01 Aug 2026 09:00:00 GMT</pubDate>
    <description>Work in progress inventory explained for small manufacturers: the WIP formula with a worked example in rupees, a stage-by-stage tracking method, and WIP aging.</description>
  </item>
  <item>
    <title>Bill of Materials (BOM) Explained: Complete Guide</title>
    <link>https://honeyshelf.ai/blog/bill-of-materials-guide.html</link>
    <guid>https://honeyshelf.ai/blog/bill-of-materials-guide.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Bill of materials, explained with a full worked example: components, waste allowances, variants, costing rollups, and how a BOM drives material purchasing.</description>
  </item>
  <item>
    <title>Contract Manufacturing India: A D2C Founder&#x27;s Guide</title>
    <link>https://honeyshelf.ai/blog/contract-manufacturing-india.html</link>
    <guid>https://honeyshelf.ai/blog/contract-manufacturing-india.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Contract manufacturing in India for D2C brands: vetting units, MOQ negotiation, lead times by category, AQL basics, payment terms, and GST hygiene that works.</description>
  </item>
  <item>
    <title>Demand Forecasting Methods for E-commerce Brands</title>
    <link>https://honeyshelf.ai/blog/demand-forecasting-methods.html</link>
    <guid>https://honeyshelf.ai/blog/demand-forecasting-methods.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Demand forecasting methods for ecommerce, compared honestly: naive, moving average, exponential smoothing, and AI — with worked numbers and when to use each.</description>
  </item>
  <item>
    <title>How to Avoid Stockouts Without Overstocking</title>
    <link>https://honeyshelf.ai/blog/how-to-avoid-stockouts.html</link>
    <guid>https://honeyshelf.ai/blog/how-to-avoid-stockouts.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>How to avoid stockouts without burying cash in excess inventory: 9 proven strategies with real numbers, from reorder points to stockout-corrected velocity.</description>
  </item>
  <item>
    <title>Inventory Turnover Ratio: Calculate and Improve It</title>
    <link>https://honeyshelf.ai/blog/inventory-turnover-ratio.html</link>
    <guid>https://honeyshelf.ai/blog/inventory-turnover-ratio.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Inventory turnover ratio explained: the COGS formula, a worked example in rupees, honest benchmarks by category, and six practical ways to turn stock faster.</description>
  </item>
  <item>
    <title>Production Planning for Small Manufacturers: A System</title>
    <link>https://honeyshelf.ai/blog/production-planning-small-manufacturers.html</link>
    <guid>https://honeyshelf.ai/blog/production-planning-small-manufacturers.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Production planning for small manufacturers, step by step: velocity signals, run sizing, BOM checks, WIP tracking, and QC gates — a 6-step system that scales.</description>
  </item>
  <item>
    <title>Reorder Point Calculation: Formula &amp;amp; Examples</title>
    <link>https://honeyshelf.ai/blog/reorder-point-calculation.html</link>
    <guid>https://honeyshelf.ai/blog/reorder-point-calculation.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Reorder point calculation made simple: the formula, two fully worked examples for Shopify brands, and the three mistakes that make reorder points fire late.</description>
  </item>
  <item>
    <title>Safety Stock Formula: How Much Buffer You Need</title>
    <link>https://honeyshelf.ai/blog/safety-stock-formula.html</link>
    <guid>https://honeyshelf.ai/blog/safety-stock-formula.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>The safety stock formula explained for D2C brands: the basic method, the z-score service-level method, a worked example, and when to hold more or less buffer.</description>
  </item>
  <item>
    <title>Shopify Inventory Forecasting: A Practical Guide</title>
    <link>https://honeyshelf.ai/blog/shopify-inventory-forecasting.html</link>
    <guid>https://honeyshelf.ai/blog/shopify-inventory-forecasting.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Shopify inventory forecasting from first principles: export your sales history, calculate stockout-corrected velocity, and know your reorder date to the day.</description>
  </item>
  <item>
    <title>Spreadsheets vs Inventory Management Software: When to Switch</title>
    <link>https://honeyshelf.ai/blog/spreadsheets-vs-inventory-software.html</link>
    <guid>https://honeyshelf.ai/blog/spreadsheets-vs-inventory-software.html</guid>
    <pubDate>Wed, 15 Jul 2026 09:00:00 GMT</pubDate>
    <description>Spreadsheets vs inventory management software: where sheets genuinely work, the six breaking points, an 8-signal checklist, and the cost math for switching.</description>
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