# Dhawal Shah

> Growth operator, AI-enabled advisor, and founder based in Singapore. Co-founder of 2Stallions (40-person digital marketing agency) and ChutneyAds (AI-powered DOOH ad network). Angel investor in 30+ startups across Asia. Co-chair, Marketing and Communications Committee, American Chamber of Commerce in Singapore.

## About

Dhawal Shah helps business leaders and founders scale through digital growth, AI-powered strategy, and operational clarity — backed by 14 years building businesses across Southeast Asia. He writes about practical AI deployment, marketing analytics, go-to-market strategy, and the operational reality of running an agency in Asia.

## Services

- [Digital Marketing Agency](https://www.dhawalshah.net/services/digital-marketing-agency/): Full-service digital marketing for businesses in Asia via 2Stallions — SEO, performance advertising, AI-powered analytics, social media, and web development
- [Startup Advisor](https://www.dhawalshah.net/services/startup-advisor/): GTM strategy, growth, and fundraising advisory for early-stage founders
- [Speaker and Moderator](https://www.dhawalshah.net/services/speaker-moderator/): AI strategy, digital marketing, and business transformation for conferences and corporate events
- [Corporate Training](https://www.dhawalshah.net/services/corporate-training/): Digital marketing, analytics, GA4 and digital transformation training for teams
- [SEO Agent Build](https://www.dhawalshah.net/services/seo-agent-build/): The CRAFT framework for agentic SEO (Context, Rules, Act, Final say, Track and learn) set up on the client's own Claude and DataForSEO accounts in about two weeks. Flat S$3,490; optional support at S$490 or S$990 a month, billed quarterly. The client's team runs the weekly loop and approves what ships

## AI Workshops

Hands-on AI workshops for companies (not individuals) in Singapore and across Asia, in person or on Zoom, run by Dhawal Shah. Set fee per workshop, not per person: from S$3,500 for 2 hours, S$6,000 for a half day, S$9,500 for a full day. The fee covers up to 15 people in person or 20 on Zoom (up to 25 for the leadership sessions), with no minimum headcount. Customised multi-day programmes are quoted separately.

- [AI Workshops for Companies](https://www.dhawalshah.net/services/ai-workshops/): Overview of all eight workshops, pricing and formats
- [Claude AI Training for Teams](https://www.dhawalshah.net/services/ai-workshops/claude-ai-training/): Projects, skills, connectors and Cowork set up on the team's own work, in the Claude desktop app. 2 hours to a full day
- [Claude Code Training for Marketing Teams](https://www.dhawalshah.net/services/ai-workshops/claude-code-for-marketing-teams/): Claude Code for marketers, not developers: ad platforms, GA4, team rules, reporting workflows. 1 or 2 days
- [AI Fluency and AI Governance Training for Boards](https://www.dhawalshah.net/services/ai-workshops/ai-fluency-for-boards-and-management/): Two hours for board directors and senior management, run by an SID Accredited Director
- [Getting AI Past the Pilot Stage](https://www.dhawalshah.net/services/ai-workshops/getting-ai-past-the-pilot-stage/): Two-hour AI adoption workshop for leadership teams: which workflow to scale, how to measure it, who owns it
- [AI SEO and GEO Training](https://www.dhawalshah.net/services/ai-workshops/ai-search-and-geo/): Half-day workshop for marketing teams on getting cited by ChatGPT and Google's AI answers
- [AI Agent Workshop](https://www.dhawalshah.net/services/ai-workshops/ai-agents-in-your-pocket/): Half or full day building a personal AI assistant, using hosted tools or OpenClaw
- [AI for LinkedIn Workshop](https://www.dhawalshah.net/services/ai-workshops/ai-for-linkedin/): Full-day LinkedIn content workflow: voice guide, idea capture, drafting, editing, posting rhythm
- [Vibe Coding Workshop](https://www.dhawalshah.net/services/ai-workshops/building-your-website-with-ai/): Full day building and running a website with AI coding agents such as Claude Code

## Research

- [APAC AI Adoption 2026 — Original Research](https://www.dhawalshah.net/apac-ai-adoption-2026/): Original survey of 181 founders and business leaders across 16 Asia-Pacific markets on AI adoption, spend, tooling, and outlook. Headline finding: among respondents who actually use AI, 87% report time savings but only 21% report a revenue increase. The full long-form report with all findings, named respondent quotes, country-by-country breakdowns and methodology, plus an interactive data explorer. Fielded April to September 2026 with support from Accelerating Asia. Free to cite with attribution.
- [AI Adoption by Country: Why Southeast Asia's Numbers Don't Agree](https://www.dhawalshah.net/research/sea-ai-adoption-numbers/): Meta-analysis normalising every major Southeast Asian business AI survey (AWS/Strand Partners across six markets, UOB, McKinsey with Singapore EDB, Cisco) against Microsoft's population-level AI diffusion data. Explains why published adoption rates for the same country range from 18% to 80%, and shows that population and enterprise adoption rankings invert. Maintained as a living research entry.

## Articles

- [What Boards Should Do About Shallow AI Adoption](https://www.dhawalshah.net/article/what-boards-should-do-about-ai-adoption/): Shallow AI adoption is a board problem, not a technology one. What the SID AI Guide for Boards gets right, and how much of it travels across ASEAN.
- [AI Agents for Business in 2026: The Founder's Field Guide](https://www.dhawalshah.net/article/ai-agents-for-business-2026/): Pillar article on how SEA founders should think about AI agents — comparing OpenClaw, Hermes, and the enterprise stack with operator-level guidance on what to deploy when.
- [AI Agent Governance in Singapore: A Board's Guide](https://www.dhawalshah.net/article/ai-agent-board-governance-singapore/): Practical accountability framework for Singapore boards overseeing AI agents — covering MAS guidance, IMDA model AI governance, and director-level questions to ask.
- [How I Set Up Google Ads, Meta, LinkedIn, and TikTok MCPs for Claude AI](https://www.dhawalshah.net/article/ad-platform-mcp-claude/): Build log for connecting five ad platforms to Claude via MCP servers deployed on Google Cloud Run. Covers GitHub repos, API access timelines, multi-user auth architecture, and real time savings data from 2Stallions accounts.
- [From SEO to AI Engine Optimisation: What Actually Changes](https://www.dhawalshah.net/article/seo-to-ai-engine-optimisation/): How to optimise content to be cited by AI systems including Google AI Overviews, ChatGPT, and Perplexity — and what differs from traditional SEO.
- [AI Visibility Audit: What You Can Actually Measure](https://www.dhawalshah.net/article/ai-visibility-tracking/): What an AI visibility audit can and cannot measure. A repeated question returns only about a third of the same sources, so no AI visibility score is comparable between tools. Covers the free first-party reports from Google Search Console and Bing Webmaster Tools, the author's own site data (search rank did not predict AI citations), and the finding that 84% of AI citations point to earned media rather than a brand's own site.
- [Claude Code for Marketing: Every Channel from One Terminal](https://www.dhawalshah.net/article/claude-code-for-marketing/): How an agency owner runs advertising, analytics, SEO, email and social from a single terminal, with MCP servers linking Claude to the ad platforms, GA4 and Search Console.
- [How to Build a Marketing Dashboard That Drives Decisions](https://www.dhawalshah.net/article/digital-marketing-analytics/): A decision-first take on digital marketing analytics: how to build a dashboard that changes what you do rather than one that only reports, plus a live AI-built example.
- [How I Built a Private AI Assistant That Runs My Morning Briefings](https://www.dhawalshah.net/article/private-ai-assistant-business-guide/): First-person walkthrough of why a business should self-host AI rather than rely on cloud tools, with OpenClaw as the working case study.
- [OpenClaw Setup Guide: Private AI on DigitalOcean](https://www.dhawalshah.net/article/openclaw-install-guide/): Step-by-step guide for deploying a self-hosted AI assistant on DigitalOcean using the OpenClaw marketplace image.
- [7 OpenClaw Automations for Small Businesses in Southeast Asia](https://www.dhawalshah.net/article/openclaw-automations-sea-small-business/): Concrete automation recipes for SEA SMBs running OpenClaw — from invoice processing to customer support workflows, with cost and setup time per workflow.
- [Claude Managed Agents vs OpenClaw: Which Do You Need?](https://www.dhawalshah.net/article/openclaw-vs-claude-managed-agents/): Comparison of Claude's managed agents and self-hosted OpenClaw — covers cost, control, data sovereignty, and the deployment decision tree for SEA businesses.
- [Hermes Agent Setup Guide: Self-Host an AI Chief of Staff on DigitalOcean](https://www.dhawalshah.net/article/hermes-setup-guide/): Step-by-step deployment guide for Hermes — a self-hosted AI Chief of Staff that runs autonomous workflows on DigitalOcean.
- [Is OpenClaw Safe? A Security Audit of My Own Setup](https://www.dhawalshah.net/article/openclaw-security-audit/): Security review of a self-hosted AI assistant deployment — gateway binding, metadata endpoint exposure, credential permissions, and Telegram security settings.
- [How I Built an AI Tool Without Writing Code](https://www.dhawalshah.net/article/building-ai-tool-no-code/): Practical walkthrough of building an AI-powered SEO audit tool using no-code and low-code platforms.
- [The AI Commerce War: OpenAI vs Google and Who Wins](https://www.dhawalshah.net/article/ai-commerce-war-openai-google/): Analysis of how OpenAI and Google are competing to own AI-assisted commerce and what it means for marketers.
- [AI Fluency for Directors: What Board Members Actually Need to Know](https://www.dhawalshah.net/article/ai-fluency-for-directors/): A practical AI literacy framework for executives and board members — what to ask, what to challenge, and what to prioritise.
- [The 10-Person Wall: 4-Stage System for Startup Growing Pains](https://www.dhawalshah.net/article/10-person-wall/): Why most startups hit a wall at around 10 people, and a four-stage operating system for navigating the growth transition.
- [Go-to-Market Strategy for Startups: The AI-Powered Sprint Playbook](https://www.dhawalshah.net/article/gtm-sprint-playbook/): A sprint-based GTM playbook for early-stage founders, using AI to compress what used to be quarterly cycles into weekly experiments.
- [Building a Data-Driven Startup Culture](https://www.dhawalshah.net/article/building-data-driven-startup-culture/): How early-stage startups can embed data into daily decision-making without building a data team first.
- [Push Data Decisions Down](https://www.dhawalshah.net/article/push-data-decisions-down/): Why giving frontline teams access to data — not just dashboards — produces better business outcomes.
- [How I Built My Personal Site With AI in 4 Days](https://www.dhawalshah.net/article/building-personal-site-with-ai/): How this site was built using Claude Code in four days — architecture decisions, what AI handled well, and where human judgment was still required.

## Topic Hubs

- [AI for Business](https://www.dhawalshah.net/topic/ai-for-business/): Practical AI strategy for operators — what to deploy, what it costs, and why most companies see adoption without returns.
- [Leadership and Governance](https://www.dhawalshah.net/topic/leadership-and-governance/): AI governance and board oversight frameworks for directors, written from inside the boardroom by an SID Accredited Director.
- [Marketing and Growth](https://www.dhawalshah.net/topic/marketing-and-growth/): Growth marketing principles from 14 years running a 40-person agency across Asia: measure before you spend, build systems, cut what does not compound.
- [Startups and Scaling](https://www.dhawalshah.net/topic/startups-and-scaling/): Scaling lessons from building and advising 30+ companies across Asia: prove it works first, build systems early, fix the boring stuff.

## Agent Platforms

- [OpenClaw](https://www.dhawalshah.net/openclaw/): Hub for the open-source AI agent platform you can self-host — setup guides, WhatsApp automation recipes, security checklists and cost benchmarks for Southeast Asian businesses.
- [Hermes Agent](https://www.dhawalshah.net/hermes-agent/): Hub for the open-source autonomous AI agent, run in production for under $20 a month — setup guides, configs, and a published work log of what it actually does.

## Videos

- [Everyone can tell when you use AI to write](https://www.dhawalshah.net/video/everyone-can-tell-ai-writing/): Why AI drafts read as AI, and the skill file used to make Claude draft in a specific human voice instead.
- [I Built an AI Agent That Finds My Content Ideas While I Sleep](https://www.dhawalshah.net/video/ai-agent-finds-content-ideas/): An overnight research task that fills a sheet with content ideas, each backed by a checkable source.
- [Find the SEO Keywords Stuck at Position 11](https://www.dhawalshah.net/video/seo-keywords-stuck-at-position-11/): Connecting Claude to Search Console to pull queries ranking just off page one and split them by intent.

## Cartoons

- [Cartoons Archive](https://www.dhawalshah.net/cartoons/): Recurring cartoons on AI, coding, and the gap between the demo and the day job, each with a full panel transcript and the reasoning behind it — not LinkedIn-only, permanently archived and citable.
- [Prompt Engineer → Vibe Coder → Agentic Engineer → Unemployed?](https://www.dhawalshah.net/cartoons/ai-engineering-evolution/): Six-panel cartoon on how fast AI job titles are turning over, from prompt engineering to agentic engineering to a joking 2027 "unemployed?" future.
- [AI Is Replacing Developers. Until Something Breaks.](https://www.dhawalshah.net/cartoons/ai-replaces-developers/): Satire on a boss who declares developers obsolete because of AI, until the AI-built product breaks and only the developer can fix it.
- [The Difference Between AI Chat and Agentic Coding](https://www.dhawalshah.net/cartoons/chat-vs-agentic-coding/): Contrasts prompt-by-prompt AI chat with outcome-driven agentic coding (Claude Code, Codex), sourced to Anthropic and OpenAI's own descriptions of their agentic loops.
- ["I'll Build a Simple App in a Day." Famous Last Words.](https://www.dhawalshah.net/cartoons/build-an-app-in-a-day/): A day spent building on Claude Code, hitting a Fable usage limit, switching models, and still rebuilding at midnight — grounded in Anthropic's documented plan limits.
- [When Your AI Is a Little Too Supportive](https://www.dhawalshah.net/cartoons/ai-told-me-to-quit-my-job/): Satirical scenario on AI chatbot sycophancy: an AI predicts an easy jump to $50K/month self-employment, the reality is $1,100 over six months.
- [When Your AI Agent Makes a Mistake, Sell the T-Shirt](https://www.dhawalshah.net/cartoons/ai-agents-need-error-handling/): A Writer agent mistranslates and a QA agent passes it, grounded in the real June 2026 Adidas China machine-translation slip that became the 进城办事 meme and a limited-edition T-shirt within a week.

## Open Source MCP Servers

- [dhawalshah/google-ads-mcp](https://github.com/dhawalshah/google-ads-mcp): Multi-user Google Ads MCP server with per-user OAuth, Firestore token storage, domain-restricted auth, and Cloud Run deployment. 13 tools covering campaigns, keywords, search terms, budgets, devices, geography, and keyword planning.
- [dhawalshah/google-analytics-mcp](https://github.com/dhawalshah/google-analytics-mcp): GA4 MCP with two deployment modes (local STDIO and team server), realtime users, property metadata discovery, funnel analysis, and query batching for quota management.
- [dhawalshah/linkedin-ads-mcp](https://github.com/dhawalshah/linkedin-ads-mcp): LinkedIn Ads MCP supporting both read and write operations — campaign management, creative creation, Ad Library search, and Cloud Run token persistence.
- [dhawalshah/tiktok-ads-mcp](https://github.com/dhawalshah/tiktok-ads-mcp): TikTok Ads MCP with 14 tools including TikTok-specific video metrics (2s/6s view rates, watch time), creative fatigue scores, industry benchmark comparisons, and Smart+ campaign support.

## Contact and Profiles

- Website: https://www.dhawalshah.net
- LinkedIn: https://linkedin.com/in/dhawaljshah
- Agency: https://2stallions.com
- Ad network: https://chutneyads.com