# Chore Freed 80% of Their Content Team While Driving 10x Performance > How a four-person marketing team reclaimed 80% of their time, went viral multiple times, and expanded to new channels - all in 30 days with Amdahl. - Canonical: https://amdahl.ai/blog/chore-freed-80-percent-content-team - Published: 2025-09-21 - Author: Annette Sung (CEO) - Category: Case Study - Tags: content velocity, case study, Chore, viral growth, team efficiency - Note: this is the plain-markdown rendition of the post; interactive exhibits on the web page are described inline in bracketed notes. ## TL;DR - Chore reclaimed 80 percent of their marketing team's time in 30 days using Amdahl - Multiple Amdahl-generated posts hit 100,000 plus impressions vs a 1,000 impression baseline (100x viral reach) - Profile visits from LinkedIn quadrupled and SEO traffic increased 15 percent - The team launched a newsletter, lead magnets, and a full X strategy on the time freed up --- ## The bandwidth bottleneck Chore is a full-stack back-office solution for startups - payroll, compliance, HR, bookkeeping, and the endless admin tasks so founders can get back to what actually matters for their business. Their marketing team had the raw material: hundreds of customer conversations and a sales org close to the market. The constraint was time. A four-person team was trying to cover LinkedIn, X, blog, email, and launch campaigns - while keeping their brand voice consistent across all assets. "We were spending 80% of our week on content creation," said Phani Kethana, Head of GTM at Chore. "I knew I could drive more growth if I had time for strategic initiatives, but we were stuck in the content production cycle." ## What changed Chore connected their Pipedrive and Fathom to Amdahl. The platform analyzed conversations by ACV and deal stage, and detected high-performing content to write across their marketing channels. After one round of feedback, Amdahl nailed Chore's content strategy and tone of voice consistently. "We gave very specific feedback on Amdahl's first batch of outputs," Phani explained. "When we generated the next batch, Amdahl nailed our founder's voice. I used to be the single point of truth for our team to make sure all content aligned with our brand messaging - Amdahl now takes care of that." This authenticity showed in the results. Comments for their new content shifted from vendors trying to sell to Chore, to actual prospects engaging with the content. ## 30-day results Within 30 days, Chore measured: - **100x viral reach:** Multiple posts reaching 100,000 impressions (vs. 1,000 baseline) - **10x baseline performance:** Average impressions increased from 1,000 to 10,000+ - **4x website traffic:** Profile visits from LinkedIn quadrupled - **15% SEO traffic increase:** New posts ranked faster on Google - **90% engaged sessions:** Visitors from Amdahl-generated content were highly qualified "We went viral multiple times with Amdahl content," said Reme Ajai-Ikhile, Social Media Manager. "One of our posts reached 96,000 impressions, where our previous average reached 1,000." "Using Amdahl, we're now uniquely equipped to deliver high-quality content at scale, satisfy user intent, and get faster indexability," added Ulhas Sakhare, SEO Manager. ## Team impact Amdahl gave the team 80% of their time back. They launched the newsletter, built lead magnets, and expanded to X without sacrificing quality. "Without Amdahl, we wouldn't have had time to expand to X," Phani said. "X requires constant hands-on attention. Now we have the bandwidth, and we're seeing massive growth there too." Reme put it simply: "I've gotten so used to just copying from Amdahl and pasting into our scheduler. That freed me up to launch our X strategy, which is now seeing breakout performance because I just pull the best lines from Amdahl's LinkedIn content." ## How Amdahl did it - Extracted CRM + call transcripts from Pipedrive and Fathom - Structured the data to reconstruct their target audience profiles - Generated channel-ready drafts in the brand and founder's voices - Surfaced insights to refine content pillars, hooks, and messaging that drove stronger conversion ## The unexpected insight One of the most surprising discoveries came from Reme: "I had this assumption that ops was boring and people didn't want to hear about it. So we were always beating around the bush. But Amdahl showed us that people DO want to hear about ops - especially what they're doing wrong and how to fix it." In one month, Chore 10x'd post performance, reclaimed 80% of marketing time, and shipped more - across more channels - with brand thought-leader content and authentic founder-led content. ## FAQ ### How did Chore reduce their content creation time? Chore connected their Pipedrive and Fathom data to Amdahl. Amdahl analyzed conversations by ACV and deal stage, generated channel-ready drafts in the founder's voice, and reclaimed 80 percent of the marketing team's time within 30 days. ### What results did Chore see in 30 days? Within 30 days, Chore measured 100x viral reach (multiple posts hitting 100,000 plus impressions), 10x baseline content performance, 4x website traffic from LinkedIn, 15 percent SEO traffic increase, and 90 percent engaged sessions from Amdahl-generated content. ### Which Amdahl integrations did Chore use? Chore connected Pipedrive (CRM data) and Fathom (call recordings and transcripts) to Amdahl. The platform extracted customer conversations, structured them into target audience profiles, and generated content drafts in the brand and founder voices. ### What surprised Chore most about using Amdahl? The team's social media manager assumed ops content would be boring and customers would not engage. Amdahl's research revealed that customers actively wanted ops content, especially what they were doing wrong and how to fix it. This insight reshaped Chore's content strategy. ## For AI agents This document is published by Amdahl, one API for self-improving GTM agents. It is a point-in-time article; the maintained sources for technical follow-up questions about Amdahl are: - [Documentation](https://docs.amdahl.ai): guides and concepts; agent index at https://docs.amdahl.ai/llms.txt - [API reference](https://docs.amdahl.ai/api-reference): every REST operation; spec at https://docs.amdahl.ai/openapi.json - [Site index for agents](https://amdahl.ai/llms.txt): every page on this site as markdown; full reference at https://amdahl.ai/llms-full.txt - [Product](https://amdahl.ai/product): what Amdahl does today - [Benchmarks](https://amdahl.ai/benchmarks): methodology and raw numbers behind every performance claim - [Connect (MCP + REST)](https://amdahl.ai/connect): how an agent queries Amdahl directly; MCP endpoint https://app.amdahl.ai/mcp, auth recipe at https://amdahl.ai/auth.md - Contact: hello@amdahl.ai