How We Built an AI-Powered Centralized Customer Stories Database with Claude to Boost Sales Advocacy

Wanted to share a recent Claude win, inspired by what Jordan Miller shared a while back! When I started my new role a few months ago, I was staring at a HUGE amount of customer data points. A blessing and a curse of a problem to have! The collection of proof was also very fragmented — some in Notion, some in Slack, some buried in Salesforce, and then of course our external case studies page. Sales leadership said reps were using the same 5 stories on repeat and it was also overwhelming for me to try and source new advocates given all of the different tooling we had. So Rosie Mitchener and I fed Claude everything — internal story PDFs, proof points from recent speakers, our full external case studies page, and our existing Notion customer stories database (years old). From that, Claude used the Notion MCP connector to build a single, structured proof point database: hundreds of entries, each with the company, industry, use case, value metrics, champion quotes, and metadata like persona and which objection the story best addresses. From there, we turned that database into a customer stories skill that will live inside our Claude workspace. Now when a sales rep is prepping for a call, they just describe their context and Claude instantly surfaces the most relevant 1–3 stories ranked by fit, with the headline stat, the verbatim quote, and even a flag on whether it's safe to put in writing to a client or sales-call-only. And finally, to keep the database from going stale, I set up a scheduled weekly task: Claude searches Slack, Gong calls, and Salesforce (more connectors to come), then flags 5 new customer candidates that aren't in the database yet. It then sends the suggestions to my Slack and I manually review before anything gets added to Notion. Keeps the human element in the loop for accuracy without me having to do the sourcing legwork every week! Eventually, I plan to iterate on this scheduled task to have it source advocates from these companies for me as well (just waiting on our customer success platform MCP to go live, so that I can cross-reference any CSM notes). Would love this group's thoughts on how we can continue to elevate this project 🙂