anthropic AI citations

Building an **AI agency** is like building any service business—but with the added challenge of staying ahead in a fast-moving field. Here’s a step-by-step playbook you can follow: --- ## 1. **Define Your Niche & Value Proposition** AI is broad—choose a focus where you can deliver measurable value: * **Automation** (workflows, RPA, Zapier/Make, CRM integrations) * **AI Marketing** (content, personalization, SEO for AI search) * **AI in Customer Support** (chatbots, voice assistants, helpdesk automation) * **AI Data/Analytics** (forecasting, dashboards, recommendations) * **Industry-specific AI** (finance, healthcare, real estate, e-commerce, law) 👉 Ask: *“Which problems do I solve, and for whom?”* --- ## 2. **Choose a Service Model** * **Consulting** – Strategy, audits, workshops. * **Implementation** – Build custom AI solutions using APIs/tools (OpenAI, Anthropic, Hugging Face, LangChain, Zapier, UiPath). * **Managed Services** – Ongoing optimization, monitoring, and updates. * **Productized Offers** – Repeatable solutions packaged as “AI for X” (e.g., lead gen bot for law firms). --- ## 3. **Develop Core Skills & Stack** * **LLMs & APIs**: OpenAI, Anthropic, Gemini, Ollama, Hugging Face. * **Automation**: Zapier, Make, n8n, UiPath. * **Data & Cloud**: Python, SQL, AWS, GCP, Azure. * **Front-end/UX**: No-code tools or frameworks (Next.js, Streamlit). * **Prompt Engineering & Fine-tuning**: To customize AI responses for clients. --- ## 4. **Build a Portfolio (MVP Projects)** * Start with 2–3 pilot projects: * Automate lead intake forms → CRM. * AI chatbot to cut support tickets. * Content automation pipeline for blogs/newsletters. * Document *before vs after* ROI (e.g., “saved 30 hrs/week → +\$X value”). --- ## 5. **Pricing & Packaging** * **Entry (SMBs):** £2k–10k/project + £1k–3k/month retainer. * **Mid-Market:** £15k–50k/project + £3k–10k/month retainer. * **Enterprise:** £100k+ multi-phase engagements. 👉 Use **value-based pricing** when possible (charge a % of savings/revenue). --- ## 6. **Sales & Client Acquisition** * **Inbound:** SEO (esp. AI search optimization), LinkedIn content, webinars. * **Outbound:** Target decision-makers (CMOs, COOs, CTOs) via LinkedIn/Outreach. * **Partnerships:** Agencies (marketing, dev, consultancy) often *refer* work. * **Case Studies:** Publish real ROI numbers early to build credibility. --- ## 7. **Scale the Agency** * **Team Structure:** * AI/Automation Engineers * Data Scientists / Prompt Engineers * Project Manager / Client Success * Sales & Partnerships * **Processes:** Use Notion, ClickUp, or Asana for delivery. * **Recurring Revenue:** Push retainers and managed services. * **Thought Leadership:** Whitepapers, podcasts, LinkedIn posts = trust. --- ## 8. **Legal, Compliance & Ethics** * Stay compliant with **GDPR, HIPAA, SOC2** (depending on client sector). * Draft clear **AI usage & liability contracts**. * Educate clients on **bias, accuracy, and explainability**. --- 📌 **Resources to Kickstart** * [OpenAI for Business](https://platform.openai.com/) – APIs & docs. * [Hugging Face](https://huggingface.co/) – open-source AI models. * [Zapier AI](https://zapier.com/ai) – no-code automation. * [UiPath](https://www.uipath.com/) – enterprise RPA. * [Generative AI Playbook by a16z](https://a16z.com/2023/06/06/generative-ai-playbook/) – strategy guide. --- ⚡Pro tip: Start **narrow, productized, and repeatable** → then expand. Agencies that scale fastest package their services like SaaS (e.g., “AI sales assistant for real estate firms”) instead of trying to be everything to everyone. --- Do you want me to sketch **a 90-day launch roadmap** (from zero → first paying client) for an AI agency?

https://www.anthropic.com/research/building-effective-agents; https://www.perplexity.ai/; https://www.perplexity.ai/academic; https://www.perplexity.ai/discover; https://www.perplexity.ai/finance; https://www.perplexity.ai/library; https://www.perplexity.ai/search/how-to-build-an-ai-agency-VjPiz2rYTGy0jk0pkpCB.Q; https://www.perplexity.ai/spaces/templates/; https://www.perplexity.ai/sports; https://www.perplexity.ai/travel; https://www.reddit.com/r/AI_Agents/comments/1il8b1i/my_guide_on_what_tools_to_use_to_build_ai_agents/; https://www.reddit.com/r/AI_Agents/comments/1j6vjvf/wanting_to_start_your_own_ai_agency_heres_my/; https://www.salesforce.com/uk/agentforce/build-ai-agent/; https://www.voiceflow.com/blog/ai-agency