{"componentChunkName":"component---src-templates-post-js","path":"/blog/your-forecast-said-commit-your-buyer-said-otherwise/","result":{"data":{"doc":{"_type":"post","id":"-d01ea683-7e78-5f8d-98d9-9f7e4d477732","_id":"52defb9b-20a8-418d-a827-492b5e0ef73c","publishedAt":"2026-09-24T18:24:33.817Z","_createdAt":"2026-09-24T18:24:46Z","_updatedAt":"2026-09-25T15:14:53Z","readingTimeInMinutes":7,"categories":[{"_id":"067d08c2-833d-447f-8bed-e63211d3c644","_type":"category","title":"Sales teams (PERSONA)","titlePublic":"Sales","slug":{"current":"sales"},"status":"published","mainImage":null},{"_id":"086bd107-8028-4911-8060-ba5a88f93d5a","_type":"category","title":"Product news","titlePublic":null,"slug":{"current":"product"},"status":"published","mainImage":{"crop":null,"hotspot":null,"asset":{"_id":"image-262f439963afa62e45bda2b92bd34d3f4e4184f4-2401x1261-png","altText":null,"extension":"png","metadata":{"hasAlpha":true,"dimensions":{"height":1261,"width":2401,"aspectRatio":1.9040444091990483}}},"layout":null,"alt":"Black text on yellow background that says \"Blog: From our community to yours.\""}},{"_id":"1c3315d0-fdec-49dd-8590-76ca7a7367a2","_type":"category","title":"Signal-based selling","titlePublic":null,"slug":{"current":"signal-based-selling"},"status":"published","mainImage":null}],"mainImage":{"crop":null,"hotspot":null,"asset":{"_id":"image-b37eb0ab42b1bb213012925d4c95adc622e8fb8a-1536x864-png","altText":null,"extension":"png","metadata":{"hasAlpha":false,"dimensions":{"height":864,"width":1536,"aspectRatio":1.7777777777777777}}},"layout":null,"alt":"Flat illustration of a seafoam-green forecast bar chart with one bar dipping down, a magnifying glass inspecting the slipped bar, and a speech-bubble badge representing a buyer conversation"},"cardImage":null,"mainVideo":null,"mainAudio":null,"duration":null,"title":"Your Forecast Said Commit. Your Buyer Said Otherwise.","slug":{"current":"your-forecast-said-commit-your-buyer-said-otherwise"},"isFeatured":null,"status":"published","hideMainMedia":null,"_rawExcerpt":[{"style":"normal","_key":"3cf19e4d3935","markDefs":[],"children":[{"_type":"span","marks":[],"text":"Most sales forecasts fail because they rely on rep memory and stale CRM data instead of what buyers actually said. This piece shows how evidence from calls can reveal why deals slip, turn patterns into coaching and playbooks, and make every forecast smarter over time.","_key":"ef8f4873a0d0"}],"_type":"block"}],"_rawBody":[{"markDefs":[],"children":[{"text":"You're a rep. You had a deal in commitment, and it slipped. Now it's the weekly sales forecast call, and your manager wants to know why your number went down.","_key":"604747b17621","_type":"span","marks":[]}],"_type":"block","style":"normal","_key":"d8b1fbc2bc76"},{"style":"normal","_key":"8b00cc7a8bf3","markDefs":[],"children":[{"_key":"dd76fc6eab2e","_type":"span","marks":[],"text":"You have an answer, because reps always have an answer. The last call went fine. Budget was the only open item, and budget got pushed. It's a timing issue. You didn't lose it. It was pushed. Next quarter."}],"_type":"block"},{"markDefs":[],"children":[{"_key":"6b20fabbaf6a","_type":"span","marks":[],"text":"Reasonable story. Wrong story. The real answer sat in a transcript from two calls earlier, where the buyer had what you thought was a small pricing objection."}],"_type":"block","style":"normal","_key":"03544850bd48"},{"_key":"bd1b4c10b02b","markDefs":[],"children":[{"text":"But nobody rereads transcripts before a sales forecast. You're working from what you remember, and what you remember skips the part that mattered.","_key":"87578ff7bfe7","_type":"span","marks":[]}],"_type":"block","style":"normal"},{"_type":"block","style":"normal","_key":"2a856c4cf179","markDefs":[],"children":[{"marks":[],"text":"That's one rep and one deal. The bigger problem is that it's happening across the whole team at once: different reps, different deals, different weeks, all in silos.","_key":"f28587659f96","_type":"span"}]},{"style":"normal","_key":"47185e4c8ec3","markDefs":[],"children":[{"marks":[],"text":"Deals push. Commits adjust. Every adjustment comes with a reasonable story built on recency bias instead of evidence.","_key":"1e4e3fe411f9","_type":"span"}],"_type":"block"},{"_key":"831d1cf3fa22","markDefs":[],"children":[{"marks":[],"text":"Nobody connects them until the QBR, when someone lines the quarters up side by side and notices three deals stalled on the same objection. By then the quarter is already spoken for.","_key":"6fdc708cbecd","_type":"span"}],"_type":"block","style":"normal"},{"children":[{"marks":[],"text":"So why wait until the QBR to pattern match?","_key":"cb685a12e65a","_type":"span"}],"_type":"block","style":"normal","_key":"f5dcbb7dee4b","markDefs":[]},{"_type":"block","style":"normal","_key":"f9ab15bebd9e","markDefs":[{"_key":"d74ab0460908","_type":"link","href":"https://www.commonroom.io/blog/know-the-buyer/"},{"_key":"c550b10fab0d","_type":"link","href":"https://www.commonroom.io/blog/ai-sdr/"}],"children":[{"_type":"span","marks":[],"text":"In Part 1 of this series, ","_key":"82cd2e548ab9"},{"text":"I made the case that you can't act on a buyer you don't know","_key":"5aa2f8209b86","_type":"span","marks":["d74ab0460908"]},{"_type":"span","marks":[],"text":". In Part 2, our SDR Manager, Clare McDonagh-Poh, ","_key":"ed05a81ff9e3"},{"_type":"span","marks":["c550b10fab0d"],"text":"showed what it looks like to act on that signal instead of just sending volume at it","_key":"d9e65b87cb20"},{"text":".","_key":"e109bf54295a","_type":"span","marks":[]}]},{"children":[{"marks":[],"text":"This is the last piece, and it's the one most teams skip, because it looks like teams already answer the question. Every forecast call asks what's changed. The problem isn't the question.","_key":"683d32ede47a","_type":"span"}],"_type":"block","style":"normal","_key":"fffd26bddae4","markDefs":[]},{"markDefs":[],"children":[{"text":"The answer comes from a rep's memory instead of the deal itself, and the pattern only shows up once a quarter, after it's already cost you.","_key":"18ab49adb688","_type":"span","marks":[]}],"_type":"block","style":"normal","_key":"ac75a7a7766e"},{"markDefs":[],"children":[{"text":"That's learn. Did they respond? Did the deal move? Did we win? The answer has to come from evidence, not recall, or the loop back to know and act never closes.","_key":"5d536d47ec31","_type":"span","marks":[]}],"_type":"block","style":"normal","_key":"e7251a297a5e"},{"_type":"block","style":"h2","_key":"eff29f030b72","markDefs":[],"children":[{"_key":"7cefcf6e72d6","_type":"span","marks":[],"text":"How a Forecast Actually Gets Built"}]},{"_key":"image-e98dc53951024x768png","asset":{"_id":"image-da009d1a7981e0e0b700cdc4e7b083de98dc5395-1024x768-png","_type":"sanity.imageAsset","_rev":"6rEg5NJmU1VCqgtBIQZXfq","_createdAt":"2026-09-24T18:24:44Z","_updatedAt":"2026-09-24T18:24:44Z","assetId":"da009d1a7981e0e0b700cdc4e7b083de98dc5395","metadata":{"_type":"sanity.imageMetadata","thumbHash":"s5cJDYr3mWh3d4h1iWiXjPd3dH9H","palette":{"lightVibrant":{"population":0.07,"background":"#a2fbe5","_type":"sanity.imagePaletteSwatch","foreground":"#000","title":"#000"},"darkVibrant":{"population":9.11,"background":"#13b48a","_type":"sanity.imagePaletteSwatch","foreground":"#fff","title":"#fff"},"lightMuted":{"background":"#b9c0bc","_type":"sanity.imagePaletteSwatch","foreground":"#000","title":"#fff","population":0.02},"vibrant":{"_type":"sanity.imagePaletteSwatch","foreground":"#000","title":"#fff","population":0,"background":"#1cd49c"},"dominant":{"background":"#13b48a","_type":"sanity.imagePaletteSwatch","foreground":"#fff","title":"#fff","population":9.11},"_type":"sanity.imagePalette","darkMuted":{"_type":"sanity.imagePaletteSwatch","foreground":"#fff","title":"#fff","population":0.01,"background":"#587c6c"},"muted":{"_type":"sanity.imagePaletteSwatch","foreground":"#fff","title":"#fff","population":0.07,"background":"#588c7e"}},"hasAlpha":false,"lqip":"data:image/png;base64,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","dimensions":{"width":1024,"aspectRatio":1.3333333333333333,"height":768,"_type":"sanity.imageDimensions"},"isOpaque":true,"blurHash":"VgM[+%W.}]xuxaX6ayWVfPoMI.ays;j[oLNZayxHoLj["},"url":"https://cdn.sanity.io/images/vt347z5x/production/da009d1a7981e0e0b700cdc4e7b083de98dc5395-1024x768.png","mimeType":"image/png","sha1hash":"da009d1a7981e0e0b700cdc4e7b083de98dc5395","originalFilename":"image.png","extension":"png","path":"images/vt347z5x/production/da009d1a7981e0e0b700cdc4e7b083de98dc5395-1024x768.png","size":466488,"uploadId":"ead91b54f7aea70726b3346ab2abf141d8d501eb","filename":"image.png","width":1024,"height":768,"placeholderUrl":"https://cdn.sanity.io/images/vt347z5x/production/da009d1a7981e0e0b700cdc4e7b083de98dc5395-1024x768.png?rect=256,0,512,768&w=%width%&h=%height%&q=80","id":"image-da009d1a7981e0e0b700cdc4e7b083de98dc5395-1024x768-png","children":[],"parent":null},"_type":"mainImage","alt":"Flat diagram showing a three-level drill-down: a company-wide pipeline bar at the top, a rep rollup with one row highlighted in the middle, and a single deal card with a call-transcript badge at the bottom"},{"style":"normal","_key":"91e0fcba11b7","markDefs":[],"children":[{"_key":"d215e2e2135a","_type":"span","marks":[],"text":"Most sales forecasts get built the same way. Reps self-report where a deal stands. Managers negotiate the commit up or down based on gut feel and quota pressure."}],"_type":"block"},{"_type":"block","style":"normal","_key":"d08b41d19464","markDefs":[],"children":[{"_type":"span","marks":[],"text":"By the time the number reaches the CRO, it's already stale, filtered through however many people touched it on the way up.","_key":"95b6214e84cc"}]},{"children":[{"text":"Gartner puts a figure on it: ","_key":"ee3861949bc4","_type":"span","marks":[]},{"_type":"span","marks":["a717a6a2bd32"],"text":"only 45% of sales leaders and sellers have high confidence in their organization's forecasting accuracy","_key":"491cae8aa4fc"},{"marks":[],"text":", according to its 2020 State of Sales Operations Survey. That gap traces back to the same root cause we named in Part 1: CRM data nobody trusts enough to build a sales forecast on. In the ","_key":"971902ddf707","_type":"span"},{"_type":"span","marks":["b004ee0f5a27"],"text":"same Gartner survey","_key":"2e936e90d800"},{"_type":"span","marks":[],"text":", only 47% of respondents believe their organization has high-quality data.","_key":"782da18d453d"}],"_type":"block","style":"normal","_key":"62b6159ef0d6","markDefs":[{"_type":"link","href":"https://www.gartner.com/en/newsroom/press-releases/2020-02-12-gartner-says-less-than-50--of-sales-leaders-and-selle","_key":"a717a6a2bd32"},{"_type":"link","href":"https://www.gartner.com/en/newsroom/press-releases/2020-02-12-gartner-says-less-than-50--of-sales-leaders-and-selle","_key":"b004ee0f5a27"}]},{"children":[{"_key":"8d95d3c7e351","_type":"span","marks":[],"text":"That matters more now than it used to. Gartner "},{"_key":"092303e0c99d","_type":"span","marks":["007fdf639e6c"],"text":"predicts more than 40% of agentic AI projects will be canceled by the end of 2027"},{"_type":"span","marks":[],"text":", due to escalating costs, unclear business value, or inadequate risk controls. It's a dynamic that hits CRM and forecast deployments just as hard.","_key":"ada47801f3ce"}],"_type":"block","style":"normal","_key":"e67f284950b8","markDefs":[{"_type":"link","href":"https://www.gartner.com/en/newsroom/press-releases/2025-06-25-gartner-predicts-over-40-percent-of-agentic-ai-projects-will-be-canceled-by-end-of-2027","_key":"007fdf639e6c"}]},{"_key":"d8e41f8b2b93","markDefs":[{"_type":"link","href":"https://www.commonroom.io/blog/gtm-heroes-spotlight-jacki-leahy/","_key":"81714e6f6f05"}],"children":[{"text":"Fractional RevOps leader Jacki Leahy put words to why: ","_key":"d926d9436593","_type":"span","marks":[]},{"_key":"b19fca95ba27","_type":"span","marks":["81714e6f6f05"],"text":"AI does not pause to double-check."},{"_type":"span","marks":[],"text":" It executes on the data it has, so wrong records become wrong actions at machine speed.","_key":"60881524b5a6"}],"_type":"block","style":"normal"},{"markDefs":[],"children":[{"text":"A sales forecast built on stale self-reporting was always a guess. Handing that same guess to an agent doesn't make it less wrong, it just makes the wrong answer arrive faster.","_key":"d0e1b9aa3bc0","_type":"span","marks":[]}],"_type":"block","style":"normal","_key":"0bee2a89c3cc"},{"_key":"c05dec59e0e2","markDefs":[{"_type":"link","href":"https://www.commonroom.io/product/forecast/","_key":"bea28438f8bc"}],"children":[{"text":"Forecast","_key":"9166a2295cab","_type":"span","marks":["bea28438f8bc"]},{"_key":"20ccf4dd9a19","_type":"span","marks":[],"text":" is built to answer three questions, in order: are we going to hit the number, if not why, and what do we do about it. Most tools stop at the first one."}],"_type":"block","style":"normal"},{"_key":"44b7b9025581","markDefs":[],"children":[{"text":"A rollup tells you whether you're on plan. It doesn't tell you why, and it definitely doesn't tell you what to do next.","_key":"a6a6a173b7cf","_type":"span","marks":[]}],"_type":"block","style":"normal"},{"markDefs":[],"children":[{"_type":"span","marks":[],"text":"Here's what that looks like on the deal from the opening. A leader starts at the gap between pipeline and goal, sees the team is short, and drills into the rollup by rep.","_key":"84e06ef5c81a"}],"_type":"block","style":"normal","_key":"8a76ebe5590f"},{"_key":"803c540f8ac5","markDefs":[],"children":[{"_type":"span","marks":[],"text":"One name stands out. They drill again, into that rep's deals, and land on the exact opportunity that slipped.","_key":"b64d0feccfb0"}],"_type":"block","style":"normal"},{"style":"normal","_key":"9e7b6e3b662f","markDefs":[],"children":[{"_key":"8097b95d1f7f","_type":"span","marks":[],"text":"From there, they don't have to ping the rep and wait. They can see the call transcripts, the sentiment, and the moment price came up and the conversation cooled, right there, before anyone gets paged."}],"_type":"block"},{"markDefs":[],"children":[{"text":"Your forecast said commit. Your buyer said otherwise. Now the answer to \"what changed\" comes from the deal, not from someone's memory of it.","_key":"593e086eaa4b","_type":"span","marks":[]}],"_type":"block","style":"normal","_key":"86b42dccdf89"},{"style":"normal","_key":"939115f3ebef","markDefs":[],"children":[{"_type":"span","marks":[],"text":"The sales forecast grades itself, too. Accuracy tracks what each person called against what actually closed, so \"high confidence\" stops being a phrase and starts being a track record. Pacing shows whether \"we'll make it\" has real coverage behind it or just optimism with a deadline attached.","_key":"8d05c4505f18"}],"_type":"block"},{"markDefs":[],"children":[{"_key":"5fb52222399e","_type":"span","marks":[],"text":"None of this requires RevOps to build a new report every quarter. RevOps configures boards, metrics, and cadence once, no engineering ticket required."}],"_type":"block","style":"normal","_key":"f7bdf40b761b"},{"children":[{"_key":"4552bbc2a23a","_type":"span","marks":[],"text":"And when a leader edits a commitment or a deal field from inside that view, it writes back to the CRM. The forecast and the system of record stop disagreeing about whose number is right."}],"_type":"block","style":"normal","_key":"8437d3510100","markDefs":[]},{"style":"normal","_key":"a28faeb2a881","markDefs":[],"children":[{"text":"When leaders aren't spending Tuesday reconciling three systems into one spreadsheet, that time goes somewhere better: coaching the team and closing the gap.","_key":"db68453e9943","_type":"span","marks":[]}],"_type":"block"},{"style":"h2","_key":"6c506a0e5b66","markDefs":[],"children":[{"text":"Turning One Rep's Answer Into Everyone's Playbook","_key":"aefe1dc13fb6","_type":"span","marks":[]}],"_type":"block"},{"_type":"block","style":"normal","_key":"5f6a74995320","markDefs":[],"children":[{"marks":[],"text":"You don't have to wait for the QBR.","_key":"e7ee7f5b3e03","_type":"span"}]},{"style":"normal","_key":"2210f916a42e","markDefs":[],"children":[{"marks":[],"text":"The scorecard from that call flagged it automatically: the rep didn't handle the price objection well. 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