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spike rapidly during warm periods",{"type":427,"content":470},[471],{"type":19,"attrs":472,"content":473},{"textAlign":21},[474],{"text":475,"type":25},"Sales can drop just as quickly when temperatures change",{"type":427,"content":477},[478],{"type":19,"attrs":479,"content":480},{"textAlign":21},[481],{"text":482,"type":25},"Consumer behaviour becomes unpredictable",{"type":19,"attrs":484},{"textAlign":21},{"type":19,"attrs":486},{"textAlign":21},{"type":488,"content":489},"blockquote",[490],{"type":19,"attrs":491,"content":492},{"textAlign":21},[493],{"text":494,"type":25},"“A hot summer can create very strong demand, but that demand often arrives in short bursts rather than steady growth.” — Michael Gould, Founder of Kaleidoscope",{"type":19,"attrs":496},{"textAlign":21},{"type":19,"attrs":498,"content":499},{"textAlign":21},[500],{"text":501,"type":25},"This creates a major gap between forecasted demand and actual sales patterns.",{"type":410,"attrs":503,"content":504},{"level":412,"textAlign":21},[505],{"text":506,"type":25,"marks":507},"The biggest forecasting mistake: assuming steady growth",[508],{"type":389},{"type":19,"attrs":510,"content":511},{"textAlign":21},[512],{"text":513,"type":25,"marks":514},"Why do retailers overstock in summer?",[515,516],{"type":389},{"type":391},{"type":19,"attrs":518,"content":519},{"textAlign":21},[520],{"text":521,"type":25},"One of the most common demand planning mistakes retailers make is treating strong early sales as a signal of sustained demand.",{"type":19,"attrs":523,"content":524},{"textAlign":21},[525],{"text":526,"type":25},"In reality:",{"type":424,"content":528},[529,536,543],{"type":427,"content":530},[531],{"type":19,"attrs":532,"content":533},{"textAlign":21},[534],{"text":535,"type":25},"Early heatwaves often trigger temporary spikes",{"type":427,"content":537},[538],{"type":19,"attrs":539,"content":540},{"textAlign":21},[541],{"text":542,"type":25},"Retailers increase orders to keep up",{"type":427,"content":544},[545],{"type":19,"attrs":546,"content":547},{"textAlign":21},[548],{"text":549,"type":25},"Demand cools off — but inventory commitments remain",{"type":19,"attrs":551},{"textAlign":21},{"type":19,"attrs":553,"content":554},{"textAlign":21},[555],{"text":556,"type":25},"The result? Overstock, discounting, and margin pressure.",{"type":19,"attrs":558,"content":559},{"textAlign":21},[560],{"text":561,"type":25},"Effective demand forecasting for retail requires recognising that weather-driven demand is non-linear.",{"type":19,"attrs":563},{"textAlign":21},{"type":410,"attrs":565,"content":566},{"level":412,"textAlign":21},[567],{"text":568,"type":25,"marks":569},"Demand forecasting vs demand reality: spikes, not trends",[570],{"type":389},{"type":19,"attrs":572,"content":573},{"textAlign":21},[574],{"text":575,"type":25},"In categories like:",{"type":424,"content":577},[578,585,592,599],{"type":427,"content":579},[580],{"type":19,"attrs":581,"content":582},{"textAlign":21},[583],{"text":584,"type":25},"Garden furniture",{"type":427,"content":586},[587],{"type":19,"attrs":588,"content":589},{"textAlign":21},[590],{"text":591,"type":25},"Barbecues",{"type":427,"content":593},[594],{"type":19,"attrs":595,"content":596},{"textAlign":21},[597],{"text":598,"type":25},"Fans and cooling products",{"type":427,"content":600},[601],{"type":19,"attrs":602,"content":603},{"textAlign":21},[604],{"text":605,"type":25},"Summer clothing",{"type":19,"attrs":607},{"textAlign":21},{"type":19,"attrs":609,"content":610},{"textAlign":21},[611],{"text":612,"type":25},"Demand typically follows a pattern of peaks and troughs, not smooth growth.",{"type":19,"attrs":614,"content":615},{"textAlign":21},[616],{"text":617,"type":25},"This creates challenges for retailers using static forecasts or rigid inventory plans.",{"type":19,"attrs":619,"content":620},{"textAlign":21},[621],{"text":622,"type":25},"To adapt, businesses need to shift from:",{"type":424,"content":624},[625,636],{"type":427,"content":626},[627],{"type":19,"attrs":628,"content":629},{"textAlign":21},[630,632],{"text":631,"type":25},"Fixed forecasts → ",{"text":633,"type":25,"marks":634},"dynamic demand forecasting",[635],{"type":389},{"type":427,"content":637},[638],{"type":19,"attrs":639,"content":640},{"textAlign":21},[641,643],{"text":642,"type":25},"Long-term assumptions → ",{"text":644,"type":25,"marks":645},"real-time adjustments",[646],{"type":389},{"type":410,"attrs":648,"content":649},{"level":412,"textAlign":21},[650],{"text":651,"type":25,"marks":652},"A better approach: flexible demand forecasting",[653],{"type":389},{"type":19,"attrs":655,"content":656},{"textAlign":21},[657],{"text":658,"type":25,"marks":659},"How to manage inventory during hot weather",[660,661],{"type":389},{"type":391},{"type":19,"attrs":663,"content":664},{"textAlign":21},[665],{"text":666,"type":25},"To manage uncertainty, retailers should rethink how they approach inventory forecasting and demand planning.",{"type":410,"attrs":668,"content":670},{"level":669,"textAlign":21},3,[671],{"text":672,"type":25,"marks":673},"1. Use staged purchasing instead of bulk buying",[674],{"type":389},{"type":19,"attrs":676,"content":677},{"textAlign":21},[678],{"text":679,"type":25},"Rather than committing to large volumes upfront, place smaller, more frequent orders.",{"type":19,"attrs":681,"content":682},{"textAlign":21},[683],{"text":684,"type":25},"This reduces risk and allows forecasts to be updated as demand becomes clearer.",{"type":410,"attrs":686,"content":687},{"level":669,"textAlign":21},[688],{"text":689,"type":25,"marks":690},"2. Treat forecasting as an ongoing process",[691],{"type":389},{"type":19,"attrs":693,"content":694},{"textAlign":21},[695],{"text":696,"type":25},"Demand forecasting shouldn’t be a one-time exercise.",{"type":19,"attrs":698,"content":699},{"textAlign":21},[700],{"text":701,"type":25},"Retailers should:",{"type":424,"content":703},[704,711,718],{"type":427,"content":705},[706],{"type":19,"attrs":707,"content":708},{"textAlign":21},[709],{"text":710,"type":25},"Monitor sales data closely",{"type":427,"content":712},[713],{"type":19,"attrs":714,"content":715},{"textAlign":21},[716],{"text":717,"type":25},"Update forecasts weekly (or more frequently in peak periods)",{"type":427,"content":719},[720],{"type":19,"attrs":721,"content":722},{"textAlign":21},[723],{"text":724,"type":25},"Adjust purchasing decisions in real time",{"type":410,"attrs":726,"content":727},{"level":669,"textAlign":21},[728],{"text":729,"type":25,"marks":730},"3. Don’t overreact to early demand signals",[731],{"type":389},{"type":19,"attrs":733,"content":734},{"textAlign":21},[735],{"text":736,"type":25},"Short-term spikes — especially weather-driven — are not reliable indicators of long-term demand.",{"type":19,"attrs":738,"content":739},{"textAlign":21},[740],{"text":741,"type":25},"Strong early sales ≠ sustained growth.",{"type":19,"attrs":743},{"textAlign":21},{"type":410,"attrs":745,"content":746},{"level":412,"textAlign":21},[747],{"text":748,"type":25,"marks":749},"Why cash flow matters in demand planning",[750],{"type":389},{"type":19,"attrs":752,"content":753},{"textAlign":21},[754],{"text":755,"type":25},"Demand forecasting isn’t just about sales — it’s about financial outcomes.",{"type":19,"attrs":757,"content":758},{"textAlign":21},[759],{"text":760,"type":25},"Overestimating demand leads to:",{"type":424,"content":762},[763,770,777,784],{"type":427,"content":764},[765],{"type":19,"attrs":766,"content":767},{"textAlign":21},[768],{"text":769,"type":25},"Excess inventory",{"type":427,"content":771},[772],{"type":19,"attrs":773,"content":774},{"textAlign":21},[775],{"text":776,"type":25},"Cash tied up in stock",{"type":427,"content":778},[779],{"type":19,"attrs":780,"content":781},{"textAlign":21},[782],{"text":783,"type":25},"Increased storage and operational costs",{"type":427,"content":785},[786],{"type":19,"attrs":787,"content":788},{"textAlign":21},[789],{"text":790,"type":25},"Discounting that erodes margins",{"type":19,"attrs":792},{"textAlign":21},{"type":19,"attrs":794},{"textAlign":21},{"type":488,"content":796},[797],{"type":19,"attrs":798,"content":799},{"textAlign":21},[800],{"text":801,"type":25},"“The real danger in a hot summer is running out of cash because too much money is tied up in inventory.”",{"type":19,"attrs":803},{"textAlign":21},{"type":19,"attrs":805,"content":806},{"textAlign":21},[807],{"text":808,"type":25},"Strong inventory planning and demand forecasting should always consider cash flow impact, not just revenue potential.",{"type":410,"attrs":810,"content":811},{"level":412,"textAlign":21},[812],{"text":813,"type":25,"marks":814},"Building flexibility into your supply chain",[815],{"type":389},{"type":19,"attrs":817,"content":818},{"textAlign":21},[819],{"text":820,"type":25},"Accurate demand forecasting becomes less critical when your business is built to adapt.",{"type":19,"attrs":822,"content":823},{"textAlign":21},[824],{"text":825,"type":25},"Retailers should focus on:",{"type":424,"content":827},[828,835,842,849],{"type":427,"content":829},[830],{"type":19,"attrs":831,"content":832},{"textAlign":21},[833],{"text":834,"type":25},"Shorter lead times",{"type":427,"content":836},[837],{"type":19,"attrs":838,"content":839},{"textAlign":21},[840],{"text":841,"type":25},"Flexible supplier agreements",{"type":427,"content":843},[844],{"type":19,"attrs":845,"content":846},{"textAlign":21},[847],{"text":848,"type":25},"Faster replenishment cycles",{"type":427,"content":850},[851],{"type":19,"attrs":852,"content":853},{"textAlign":21},[854],{"text":855,"type":25},"The ability to scale orders up or down",{"type":19,"attrs":857},{"textAlign":21},{"type":19,"attrs":859},{"textAlign":21},{"type":488,"content":861},[862],{"type":19,"attrs":863,"content":864},{"textAlign":21},[865],{"text":866,"type":25},"“In volatile conditions, flexibility is more valuable than scale.”",{"type":19,"attrs":868},{"textAlign":21},{"type":19,"attrs":870,"content":871},{"textAlign":21},[872],{"text":873,"type":25},"This approach reduces reliance on perfect forecasts — and increases resilience when forecasts are wrong.",{"type":19,"attrs":875},{"textAlign":21},{"type":19,"attrs":877,"content":878},{"textAlign":21},[879],{"type":880,"attrs":881},"image",{"id":882,"alt":31,"src":883,"title":31,"source":31,"copyright":31,"meta_data":884},171093038918192,"https:\u002F\u002Fa.storyblok.com\u002Ff\u002F290492147191527\u002F2048x1152\u002F33900906d6\u002Fblog_image_3.png",{},{"type":410,"attrs":886,"content":887},{"level":412,"textAlign":21},[888],{"text":889,"type":25,"marks":890},"Plan for the downside: end-of-season demand drops",[891],{"type":389},{"type":19,"attrs":893,"content":894},{"textAlign":21},[895],{"text":896,"type":25,"marks":897},"How to avoid excess stock at end of season",[898,899],{"type":389},{"type":391},{"type":19,"attrs":901,"content":902},{"textAlign":21},[903],{"text":904,"type":25},"A key part of demand forecasting that’s often overlooked is what happens when demand slows.",{"type":19,"attrs":906,"content":907},{"textAlign":21},[908],{"text":909,"type":25},"Seasonal demand doesn’t taper gradually — it often drops off sharply.",{"type":19,"attrs":911,"content":912},{"textAlign":21},[913],{"text":914,"type":25},"Without a plan, retailers face:",{"type":424,"content":916},[917,924,931],{"type":427,"content":918},[919],{"type":19,"attrs":920,"content":921},{"textAlign":21},[922],{"text":923,"type":25},"Excess stock",{"type":427,"content":925},[926],{"type":19,"attrs":927,"content":928},{"textAlign":21},[929],{"text":930,"type":25},"Heavy markdowns",{"type":427,"content":932},[933],{"type":19,"attrs":934,"content":935},{"textAlign":21},[936],{"text":937,"type":25},"Reduced profitability",{"type":19,"attrs":939},{"textAlign":21},{"type":19,"attrs":941,"content":942},{"textAlign":21},[943],{"text":944,"type":25},"To mitigate this:",{"type":424,"content":946},[947,954,961],{"type":427,"content":948},[949],{"type":19,"attrs":950,"content":951},{"textAlign":21},[952],{"text":953,"type":25},"Set predefined discounting 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scenario-based demand forecasting.",{"type":19,"attrs":989,"content":990},{"textAlign":21},[991],{"text":992,"type":25},"This means modelling different outcomes, such as:",{"type":424,"content":994},[995,1002,1009],{"type":427,"content":996},[997],{"type":19,"attrs":998,"content":999},{"textAlign":21},[1000],{"text":1001,"type":25},"Extended heatwave (sustained high demand)",{"type":427,"content":1003},[1004],{"type":19,"attrs":1005,"content":1006},{"textAlign":21},[1007],{"text":1008,"type":25},"Short heat spike followed by cooler weather",{"type":427,"content":1010},[1011],{"type":19,"attrs":1012,"content":1013},{"textAlign":21},[1014],{"text":1015,"type":25},"Wet or inconsistent summer",{"type":19,"attrs":1017},{"textAlign":21},{"type":19,"attrs":1019,"content":1020},{"textAlign":21},[1021],{"text":1022,"type":25},"Each scenario should 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delivers.”",{"type":410,"attrs":1065,"content":1066},{"level":412,"textAlign":21},[1067],{"text":1068,"type":25,"marks":1069},"The bottom line: demand forecasting is about adaptability",[1070],{"type":389},{"type":19,"attrs":1072,"content":1073},{"textAlign":21},[1074],{"text":1075,"type":25},"A hot summer can be a major opportunity for retailers — but only if it’s managed correctly.",{"type":19,"attrs":1077,"content":1078},{"textAlign":21},[1079],{"text":1080,"type":25},"The goal of demand forecasting isn’t perfect prediction.",{"type":19,"attrs":1082,"content":1083},{"textAlign":21},[1084],{"text":1085,"type":25},"It’s to ensure your business can:",{"type":424,"content":1087},[1088,1095,1102,1109],{"type":427,"content":1089},[1090],{"type":19,"attrs":1091,"content":1092},{"textAlign":21},[1093],{"text":1094,"type":25},"Respond quickly to changing demand",{"type":427,"content":1096},[1097],{"type":19,"attrs":1098,"content":1099},{"textAlign":21},[1100],{"text":1101,"type":25},"Avoid 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Powered by AI you can rely on, it creates a model businesses can interrogate, defend, and evolve with confidence, rather than a formula-based approximation. Built for finance today, with the same foundation designed to support every team that models — sales, operations, and planning — as it moves towards commercial launch.","Planning fundamentals","blog","5","Demand forecasting for summer: why retailers shouldn’t overcommit on inventory when planning for warmer-than-usual temperatures.",{"id":1153,"alt":1154,"name":31,"focus":31,"title":31,"source":31,"filename":1155,"copyright":31,"fieldtype":345,"meta_data":1156,"is_external_url":43},205800755027234,"alice","https:\u002F\u002Fa.storyblok.com\u002Ff\u002F290492147191527\u002F600x604\u002F7c5d241a5e\u002Falice.webp",{"alt":1154,"size":1157,"title":31,"source":31,"copyright":31},"600x604","2026-04-29 00:00","how-to-forecast-demand-for-summer-seasonal-products","blog\u002Fhow-to-forecast-demand-for-summer-seasonal-products",-20,[],148842314516910,"2068981e-a8fe-4817-85ad-b47ab8f56f11","2026-04-29T11:58:00.000Z",[],1788445486563]