How to build an agentic SEO workflow without enterprise tools
A practical, human-supervised workflow for small teams: which agents do what, and where the human checks go.
01 / 09Read the guide
LIVE
1 / 5
Admit oneNo. 0003
four papers, three awards
ASEAN-UEC 2026Young Researcher
hello, I’m
Jil
seen at WordCamp Malaysia 2024
todo
publish the XAI paperco-found Miraiyo4 papers at ASEAN-UEC- finish the MMU research
- stop Joyee drafting at 3am
The life & work of Jil Kabir
Jhilik Kabir, Jil to everyone. Researcher, AI SEO strategist and builder; co-founder & CTO at Miraiyo. The work, the papers, the people, and the four dragons who help.
J wakes the dragons
lately on the shelf
Files from the desk: what I’m writing, building and studying, plus a few things worth keeping. Click a file to flip to the next one.
01 / 09
AI Research Supervisor
A research-support product for people early in a project: it remembers context, tracks the research stage and ties advice to real sources.
02 / 09See the case study
AI-generated vs human-recorded marketing videos
How viewers trust, feel about and engage with each kind of video, read through the UTAUT model.
03 / 09View the study
Logo background colour and hue perception
A cross-cultural study in an Asian context of how a logo’s background colour changes the hue people see.
04 / 09View the study
Exploring Explainable Artificial Intelligence
A comparative analysis of interpretability techniques, published in IJARCCE, Volume 13, Issue 3.
05 / 09Read the paper
Four papers, three awards
Contributed to four accepted papers at the 8th ASEAN-UEC Workshop on Informatics and Engineering; three received Young Researcher Encouragement Awards.
06 / 09See the research
Search Readiness Checker
Check a page’s search, schema and crawler-readiness signals. Free, for SEOs, developers and site owners.
07 / 09Try it
DOI Citation Finder
Paste a DOI and get a verified citation. Free, for students, researchers and writers.
08 / 09Try it
WordCamp Malaysia 2024
Part of the WordPress community: WordCamps, meetups and technology community days in Malaysia.
09 / 09Read my story
01 Hi
I’m Jhilik. Everyone calls me Jil.
I’m a researcher, AI SEO strategist and builder. My career started in 2018 with web development and digital marketing in Dhaka, grew through SEO and content roles for companies in Bangladesh and the US, and led to heading marketing at HappyMonster.
In December 2024 I co-founded Miraiyo, where I’m CTO. I’m also a postgraduate researcher at Multimedia University in Malaysia, working on creative multimedia, advertising and branding, and in 2026 I learned software development so I could build the research tools I kept wishing existed.
“I’d rather publish less and have it be accurate than publish more and guess.”
02 What I do
Three hats, one desk.
Research feeds the search work, the search work shapes what I build, and building shows me what to research next.
Research
How people trust and respond to AI and visual communication: explainable AI, AI-generated vs human-recorded video, and colour perception across cultures.
See the researchAI SEO strategy
Helping founders and small teams get found on Google and in AI answers: agentic SEO workflows, AEO and GEO, and WordPress-native implementation.
Explore AI SEOBuilding
Products and small tools: AI Research Supervisor, a Search Readiness Checker, a DOI Citation Finder, and this hand-built WordPress site.
Try the Research Tool03 The story so far
From Dhaka to dragons.
The real milestones, in order. Not a highlight reel: the jobs, the degree, the first paper, the company and what’s happening now.
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2014 – 2018
Computer Science & Engineering
Studied for a BSc in Computer Science and Engineering at Gono Bishwabidyalay (Gono University).
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2018
First job: web development & digital marketing
Joined Genex Infosys Limited in Dhaka. The start of an eight-year career across SEO, marketing and the web.
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2019 – 2022
SEO specialist, then SEO & content manager
SEO at Japan Marketing & Consultancy in Dhaka, then SEO & Content Manager for Virtunus, Inc., a US company, from 2020.
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2021 – 2024
HappyMonster: strategist to Head of Marketing
SEO & digital marketing strategist from 2021, then Head of Marketing from October 2022 to August 2024.
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2024
A first paper and a first company
Published “Exploring Explainable Artificial Intelligence” in IJARCCE, and co-founded Miraiyo as Co-Founder & CTO in December.
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Now
Postgraduate research at MMU
Researching creative multimedia, advertising and branding at Multimedia University in Malaysia, alongside Miraiyo.
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2026
Papers, awards and code
Presented at MECON2026; four accepted papers at ASEAN-UEC 2026, three Young Researcher Encouragement Awards; learned software development and started building research tools.
04 Selected work
The work, with the numbers.
Seven case studies across SEO, analytics, product and growth. Pick one to see its real numbers come to life, then read the full write-up with the method and the limits.
98Health score
8.75KClicks
771KImpressions
1.1%Avg. CTR
11.4Avg. position
Technical SEO / Site Health
Ongoing technical SEO ownership: search visibility tracked alongside recurring site-audit crawls, not a one-off clean-up.
Read the case study- Project context
- Research stage
- Evidence-aware recommendation
I’m starting a study on viewer trust. Which framework fits?
Framework suggestion, matched to your topic and stage, with its source.
AI Research Supervisor
A research-support product for people early in a project: it keeps project context, reads the research stage, and ties each recommendation to a source.
Read the case study13KActive users+29.9%
13KNew users+31.5%
14KSessions+33.7%
37sEngagement−19.2%
Website Analytics & Growth
Reading GA4 for overall growth and for which channels convert, reported with the metric that went the wrong way.
Read the case studyOrganic Social Growth
A four-platform organic programme, each platform read on its own real metrics rather than one number copied across all of them.
Read the case study- 120,206Impressions
- 5,124Clicks
~$0.01Avg. CPC
$36.23Total spend
20K+Reddit sales (2026)
Paid Search & Acquisition
A deliberately ultra-low-CPC Google Ads test, read alongside a Reddit result measured on sales.
Read the case studyChannel 1Monetized
Channel 2Monetized
Channel 3Monetized
1M+Media views
+485%Subscribers, ~$20 test
YouTube / Faceless Media
A repeatable channel-building playbook: three faceless channels for U.S. audiences reached monetization, plus Facebook video monetization.
Read the case study19/19Campaigns done
165Failed (Meta limits)
Email & WhatsApp Campaigns
Direct-response email and a higher-volume WhatsApp programme, reported full-funnel, including the messages Meta's limits blocked.
Read the case study05 The agent studio
One human. Four dragons. Every draft checked.
Deany, Judy, Joyee and Arlo are the AI agents I built to handle research, strategy, drafting and QA. I’m the only human in the loop, and nothing publishes without my review.
Researching…
Research
Judy gathers sources and evidence.
Gathers sources and evidence for the topic, and flags what's uncertain instead of guessing.
Structuring…
Strategy
Deany shapes the angle and structure.
Shapes the angle, structure, and SEO framing before anything is written.
Drafting…
Draft
Joyee writes the first draft.
Turns research and strategy into a clear, human first draft.
Verifying…
QA & Data
Arlo checks the work.
Verifies structure, data, and internal links before anything moves forward.
Reviewing…
Human Review
Jil reads and approves.
Every draft is read and approved by a human before it goes live, nothing publishes on its own.
06 Research & tools
Research-led, and published on-domain.
Peer-reviewed papers and studies in progress at Multimedia University, plus small free tools that turn the research into something you can use today.
- OngoingThe Influence of Logo Background Color on Hue Perception: A Cross-Cultural Study in an Asian Context
- OngoingAI-Generated vs Human-Recorded Marketing Videos: A Study on Viewer Trust, Emotional Response & Engagement with UTAUT Model
- PublishedNavigating E-Commerce Frontiers: AI and Machine Learning in Women’s Empowerment
- PublishedExploring Explainable Artificial Intelligence: A Comparative Analysis of Interpretability Techniques
Free tool · Search Readiness CheckerChecks a page’s crawl, indexing, heading, schema and social-preview signals.Check a page
07 People & places
The bits in between.
Conferences, community days, research trips and ordinary good days. The work happens around all of it.
- In SEO since
- 2018
- Co-founder & CTO
- Miraiyo
- Papers at ASEAN-UEC 2026
- 4
- Threads views
- 50M+
From a first web job at Genex Infosys in Dhaka to heading marketing at HappyMonster.
Co-founded in December 2024.
Three received Young Researcher Encouragement Awards.
On a personal account, which turned into UGC collaborations.
08 Say hi
Have an idea worth building?
A project, a research collaboration, a search problem, or just hello. I read every message myself, usually with a dragon looking over my shoulder.
Work orderNo. 0001
JIL KABIR STUDIO
- Client
- You
- Brief
- Your idea
- Research
- Judy
- Strategy
- Deany
- Drafting
- Joyee
- QA & data
- Arlo
- Human review
- Jil Kabir ✓
Nothing ships without a human sign-off.
