Marketingwithsoumyaditya

SEO & Search Intelligence Portfolio

SEO, Search Intelligence & AI Search Visibility.

I build and analyze measurable search visibility across Google and AI-powered search using technical SEO, keyword intelligence, search analytics, AEO and GEO. Evidence-backed projects. Documented workflows. Verifiable working datasets.

Core focus
Technical SEO • Keyword Intelligence • Search Analytics
Method
Evidence → Data → Verifiable Sources
Audience
Product teams, researchers, enterprise SEO
Visual
Schematic Diagram
Schematic: Google Search → Data → Analysis → AI Search (illustrative)

Capabilities

Technical, analytical and research-led capabilities focused on measurable search visibility.

Technical SEO

Indexing, crawling, site architecture audits

Keyword Intelligence

Volume, intent, topical mapping

Search Analytics

GSC, looker dashboards, KPI validation

Competitor Research

SERP competitor mapping & gap analysis

AEO

Answer-focused experiences for AI assistants

GEO

Local and regional AI mode behaviour audits

AI Search Visibility

Entity visibility, retrieval signals and AI response evaluation

Selected Projects

Evidence-backed case studies with original datasets, audits and dashboards. Each project links to primary sources where available.

PROJECT 01
Role Research & Implementation

Personal Website SEO Growth

SEO Performance • Technical SEO • Off-Page SEO • Search Analytics — 8-month personal project using Google Search Console, technical monitoring, indexing and Looker Studio.

Impressions
24.5K+
Clicks
328
CTR
1.3%
Avg position
53.1
Indexed pages
74
External links
217
Flow
Overview → Objective → Performance → Technical SEO → Off-Page → Reporting → Evidence
Evidence
PROJECT 02

buildingworld.ai — SEO Audit & Keyword Intelligence

Technical SEO • PLP Audit • Keyword Research. Workflow: Keyword Research → Intent → PLP Audit → Technical Findings → Prioritization → Recommendations.

Evidence
PROJECT 03

Commercial Roofing SEO — Research

Keyword Research • Competitor Analysis • Commercial SEO. Independent client research combining keyword metrics, intent and competitors.

Open dataset
PROJECT 04

AI Search Visibility Research

AEO • GEO • Entity Visibility • AI Search experiments and audits with reproducible notes.

Evidence, not just claims

Selected projects include original datasets, Search Console reports, technical audits and interactive dashboards. Documented — Google Docs • Data — Google Sheets • Live reporting — Looker Studio.

DOCUMENTED

Google Docs — reports, audits and writeups

Examples
DATA

Google Sheets — raw datasets and keyword tables

Examples
LIVE REPORTING

Looker Studio dashboards for ongoing measurement

Dashboard Preview

Methodology

A reproducible process used across projects: Discover → Research → Analyze → Prioritize → Optimize → Measure.

1
Discover
2
Research
3
Analyze
4
Prioritize
5
Optimize
6
Measure

AI Search Research

Research framework: ENTITY → TOPICAL RELEVANCE → CONTENT → AUTHORITY → RETRIEVAL → AI RESPONSE → VISIBILITY.
Tabs for ChatGPT • Gemini • Google AI Mode (tab UI visual only).

FRAMEWORK

Research framework

Entity, topical relevance and retrieval-focused experiments designed to evaluate AI search visibility without implying proprietary algorithms.

RESOURCES

Research library & experiments

Illustration
Research Model Illustration

Illustrative research model used for experiment planning and documentation.

Tools & Data Sources

Primary tools used in projects for measurement and analysis.

Google Search Console

Looker Studio

Google Sheets

SERP & Competitor Tools

About

SEO with a research mindset. I focus on how people, search engines and AI systems discover and interpret information. My work combines technical SEO, keyword intelligence, search analytics and emerging AI-search methodologies. I prioritise verifiable evidence and original data where possible.

Professional focus

Early-career search intelligence practitioner specialising in reproducible audits, keyword research and experimental AI search evaluation. Emphasis on documented sources and transparent workflows.

Contact

Soumyaditya Biswas

Email: hello@marketingwithsoumyaditya.in

Have a search problem worth investigating?

Open to SEO research, technical analysis, search-intelligence projects and AI-search experimentation.

Have a search problem worth investigating?

Open to SEO research, technical analysis, search-intelligence projects and AI-search experimentation.

View Projects
WhatsApp opened with your enquiry.
Quick info

Available for research collaborations, audits and project-based work. Prioritises verifiable deliverables and documented evidence.