Marketing and sales run on research, lists, drafts and follow-ups. That groundwork is where AI agents shine, taking on prospect research, content drafts, campaign analysis and outreach preparation.
This guide gathers real examples from people who used agents for growth work. You will see lead research, SEO tasks, social posts, competitor tracking and CRM clean-up, each linked to its source.
The people who get value from this keep humans on the relationship side. Agents prepare the research and drafts; people decide what to send and to whom. That keeps outreach personal and avoids spammy mistakes.
Pick a case below that fits your pipeline, open its page and adapt the prompt. Review every message before it goes out. The most interesting cases are listed first.
What is in this guide: 60 sourced cases, added between 2026-11-11 and 2026-11-11. The tools that come up most often are Claude (24), Claude Code (21), Agentforce (7), and the cases mostly sit under Sales & Marketing (60). They were reported on Case study (Anthropic) (51), Case study (Salesforce) (7), Case study (Fin) (1). If you only have a few minutes, start with the top three: ““Get your hands dirty:” Safari365’s CEO shares why execs should roll up their sleeves with Agentforce.”; “tl;dv boosts revenue 500% from AI-powered meeting intelligence with Claude”; “n8n turns natural language into workflow automations with Claude”.
Each case page gives a short summary in our own words, a note on why it matters, a reusable prompt broken into steps you can follow, and a link to the original first-hand account. Nothing here is a paid placement, and we only list cases with a working public source.
micro1 transforms technical recruiting with Claude· Claude · Sales & Marketing Micro1 — Read the case study to see how they build on the Claude Platform. micro1 runs 3,000+ AI technical interviews a day. With Claude, micro1…
cubic ships code 60x faster with Claude· Claude · Sales & Marketing Cubic — Read the case study to see how they build on the Claude Platform. Cubic delivers code review feedback 60x faster. Claude’s confidence…
Wedia Group advances digital asset management with Claude· Amazon Bedrock · Sales & Marketing Wedia Group — Wedia powers their platform with Claude in Amazon Bedrock to improve metadata generation, multilingual support, and overall user…
Triple Whale drives business growth with Claude· Claude Code · Sales & Marketing Triple Whale reduces reporting time by over 70%. “Our founders faced these challenges running a brand firsthand, and, since our origin, believed AI…
TRY accelerates creative excellence with Claude· Claude · Sales & Marketing TRY cut routine task time 30% and hit 40% faster proposal development. Teams now spend 30% less time on routine tasks, allowing them to focus on…
Spotify cuts migration time by 90% with Claude Agent SDK· Claude Code · Sales & Marketing Spotify cut code migration time up to 90%. Read the case study to see how they build on the Claude Agent SDK. Spotify , the world’s most popular…
Snowflake powers enterprise data intelligence with Claude· Claude · Sales & Marketing Snowflake — Read the case study to see how they build on the Claude Platform. Snowflake hits 90%+ accuracy on complex text-to-SQL. Gaining access to…
Quantium scales Claude across Australia’s largest enterprises· Amazon Bedrock · Sales & Marketing Quantium Qa — We believe there is still significant skills uplift required from the consulting firms and systems integrators to build full agentic…
Quantium drives company-wide AI adoption with Claude· Claude · Sales & Marketing Quantium cut proposal timelines from weeks to hours. Read the case study to see how they build on the Claude Platform. For example, the team built…
Pelanor delivers instant cloud cost insights with Claude· Claude Code · Sales & Marketing Turning cost data into conversational insights Pelanor built their platform to make Claude an expert in each customer’s specific cloud environment.…
Lokalise improves translation quality with Claude· Claude · Sales & Marketing Lokalise — Read the case study to see how they build on the Claude Platform. Etgar Bonar, CMO at Lokalise, said, “Our journey with AI started with…
JetBrains builds developer tools with Claude in Amazon Bedrock· Amazon Bedrock · Sales & Marketing JetBrains improved refactoring success 59%. With the emergence of large language models and generative AI, JetBrains saw an opportunity to transform…
How Miro’s champions run their week with Claude Cowork· Claude Code · Sales & Marketing Miro Qa — Claude Code’s learning curve is steeper, and the terminal is intimidating, so what I initially automated mostly stayed locked to me. Miro…
How CircleCI built a code validation agent with Claude· Claude Code · Sales & Marketing The result is CircleCI’s autonomous AI agent Chunk , built with Claude, which identifies and resolves CI/CD-related maintenance issues with minimal…
Graphite speeds up code review by 40x with Claude· Claude · Sales & Marketing Graphite — Read the case study to see how they build on the Claude Platform. With Claude, Graphite achieves: 40x faster pull request feedback loop…
Freedom Forever automates permit workflows with Claude· Claude Code · Sales & Marketing Freedom Forever , the largest residential solar installer in the United States, handles the full lifecycle of solar installation—from sales and…