top of page
Profile
Join date: Feb 22, 2024
Posts (248)
Sep 29, 2026 ∙ 8 min
Revenue Fell Short of Plan. Which Sales Pipeline Metric Explains Why?
WSI - September 29, 2026 Look at deal count, deal value, timing, stage conversion, sales capacity, and customer mix in sequence to find where the result changed. Summary When new-business revenue falls short of plan, several metrics may look concerning at once. Inquiry volume, stage conversion, proposal age, win rate, and average deal value describe different parts of the result. The best starting point is to identify which measure changed first, for which group of opportunities, and whether...
2
0
Sep 28, 2026 ∙ 10 min
When AI Deployment Agents Act on Bad Data, Who Can Trust the Pipeline?
WSI - September 28 2026 When customer data and conversion tracking are already shaky, another layer of automation makes both the experience and the reporting harder to trust. Summary A growing share of B2B go-to-market teams let AI agents act on customer records without a clear view of what those agents are doing. When agents work from inconsistent data and unreliable conversion tracking, prospects get duplicate outreach and reports lose their link to revenue. Teams that settle their...
3
0
Sep 21, 2026 ∙ 9 min
AI Is Talking Shoppers Out of Buying: The Solution Starts Upstream of the Chatbot
WSI - September 21, 2026 Summary: A Semrush survey of 2,338 U.S. adults, reported by MarTech on September 18, found that 57.5% of AI users have decided against a purchase based on chatbot information. About the same share have bought something a chatbot recommended. A separate survey of 1,035 U.S. consumers by Envision Horizons, reported by eMarketer in July, found 50.9% of AI shoppers have decided not to buy because an AI assistant raised concerns. Mixed or negative reviews make most...
16
0
1
Heidi Schwende
Admin
Chief Growth Officer
More actions
bottom of page
