I build AI agents that ship and grow your organic traffic.
I’m Napoleon, an AI agent developer with 15+ years in software (Yahoo, AOL). I design, build and run production AI agents for SEO and content: keyword research, content briefs, writing, internal linking, audits and AI-search visibility. Real pipelines running on real websites.
15+ years shipping software · Ex-Yahoo India · Ex-AOL India · Founder, GrandAppStudio
Agents I’ve Built
Each of these is a working system, not a prompt in a chat window. They run on schedules, use real data, and hand off to a human where judgment matters.
SEO Content Generation Agent (flagship)
The problem: Writing SEO content that actually ranks takes a writer, an SEO person and an editor, so most sites publish too little or publish thin AI text that never ranks.
What it does: Takes a target keyword → analyses the top-ranking pages → builds a content brief (search intent, headings, entities, questions to answer) → writes a draft in the brand’s voice → optimises title, meta, headings and schema → adds internal links → sends it for human review → publishes to WordPress.
Why it’s different: Every step is a separate, testable stage, so a bad brief never turns into a bad article.
Keyword Research & Clustering Agent
The problem: Keyword spreadsheets with 2,000 rows and no plan.
What it does: Pulls keyword data, groups keywords by search intent and topic, and turns them into a pillar-and-cluster content plan with priorities.
Content Brief & SERP Analysis Agent
The problem: Writers guess what Google wants.
What it does: Reads the top results for a query, extracts the headings, entities, questions and content gaps, and produces a brief any writer, human or AI, can follow.
Internal Linking Agent
The problem: New pages get published as orphans; old pages never link to new ones.
What it does: Crawls the site, understands what each page is about, and suggests (or inserts) relevant internal links with natural anchor text.
Technical SEO Audit Agent
The problem: Audits are expensive, one-off and out of date a month later.
What it does: Crawls the site with a headless browser, checks broken links, missing meta, slow pages, schema and indexing issues, and produces a prioritised fix list. It runs weekly instead of once a year.
AEO / GEO Visibility Agent
The problem: Customers now ask ChatGPT, Perplexity and Google AI Overviews, and most brands have no idea whether they’re mentioned.
What it does: Tracks a set of buyer questions across AI answer engines, records whether your brand is cited, and recommends content changes to get cited more often.
Content Refresh Agent
The problem: Traffic to older posts quietly decays.
What it does: Uses analytics and Search Console data to find pages that are losing traffic, diagnoses why, and drafts updated sections for review.
Also built: a model-switching agent that routes each task to the cheapest model that can do it well, cutting LLM costs, and a RAG pipeline built from scratch. See them on GitHub.
How I Build Agents
Pipelines, not one giant prompt.
Each step does one job and can be tested on its own.
A human approves the steps that matter.
Agents draft; people approve what goes live.
Quality is measured.
Every agent has evaluation checks, so “it seems fine” isn’t the bar.
Costs stay predictable.
Model routing and caching keep the monthly LLM bill boring.
You can see what it’s doing.
Logs and dashboards show every run, every input and every output.
You own everything.
Code, prompts and data live in your accounts.
Stack: Python · Django · LangGraph / custom agent orchestration · Claude & OpenAI APIs · n8n · Playwright · Vector databases · WordPress & Shopify integrations · Google Search Console & Analytics APIs · AWS / VPS deployments
About Me
I’ve been building software for 15+ years, including at Yahoo India and AOL India, and today I run GrandAppStudio from Puducherry, India. I got into AI agents the practical way: by building them for my own sites and products first. I care about one thing: does the agent do useful work, reliably, at a cost that makes sense?
Writing & Teaching
I write about what I learn from building agents, including what broke, what it cost and what I’d do differently. I also teach hands-on courses in SEO, WordPress and web development, built from the same systems I use on client work.
Have a workflow that eats your team’s week?
Tell me about it in a free intro call. If an agent can do it, I’ll show you how. If it can’t, I’ll tell you that too.