Task 8: ChatGPT Personalization — Before & After Analysis
See how adding your profile changes the quality and
relevance of answers.
Personalization
“I am planning to start a freelance web development company in
Kerala, India. I want to know step by step what I should do to
get clients. Please explain strategies for both local clients
(small businesses, startups) and international clients (via
platforms like Upwork, Fiverr, LinkedIn, etc.). Cover
marketing, portfolio building, pricing, networking,
legal/registration in India, and practical ways to build trust
with clients. Include examples of actions I can take
immediately and long-term strategies to grow steadily.”
Before — No personalization
Thought ~1m 33s
1
Quick roadmap
Day 0–7: name & domain, 1-page site, Google Business
Profile, create Upwork/Fiverr/LinkedIn, UPI +
business bank, proposal & invoice templates.
Week 2–8: register tax IDs if needed; build 3 case
studies; local outreach; apply to 10–20 jobs.
3–12 months: consider entity; Udyam; content & SEO;
set up simple CRM.
12+ months: hire help; move to value-based pricing;
consider OPC/Pvt Ltd.
2
Legal & registration (India)
Sole prop vs OPC/LLP/Pvt Ltd; Udyam for benefits.
GST when above threshold (voluntary possible).
Practical: separate current account, invoices, CA
support.
Show Udyam/GSTIN on site; collect testimonials;
publish 3 Kerala-specific case studies with metrics.
E
30 / 60 / 90-day plan (personalized)
Days 1–7: 1-page site + WhatsApp
CTA; GBP verification; Upwork + LinkedIn setup;
Udyam + current account.
Days 8–30: 5 in-person local
audits; 50 targeted cold emails; 10 Upwork
proposals; one paid micro-project; decide GST/LUT
with CA.
Days 31–90: 3 case studies live; 2
meetups; 1–2 retainers; accounting routine + GST
returns timetable; agency partnerships.
Before vs
After — What changed?
Scroll on
mobile
Dimension
Before (No personalization)
After (Personalized)
Relevance
Generic India guidance, broad tactics.
Kerala-specific steps (KSUM/events), local pricing
examples, exports & LUT/IEC notes.
Actionability
Good checklists; general outreach.
Exact outreach scripts, local niches, productized
offers, milestone structures.
Compliance
High-level GST/Udyam pointers.
When to register, export zero-rating flow, bank/forex
setup, CA touchpoints.
Positioning
Broad “web developer”.
Niche framing (Laravel dashboards/e-com) for local &
international ICPs.
Trust
Testimonials & portfolio recommended.
Show Udyam/GSTIN, SLA/warranty, weekly demos, retainer
packaging.
Reflection
How much more useful was the personalized
response?
Significantly more — it adds Kerala-specific moves, export
compliance, local pricing, and concrete ICP-based offers.
What surprised you? Personalization shifted
advice from “checklist” to a near-playbook with narrower
niches, making outreach faster and proposals stronger.
Which personal details mattered most?
Location (Kerala), intended markets (local SMEs +
international), service stack (Laravel/e-com), and growth
intent (hire/scale) — these drive compliance, pricing, and
pipeline choices.
Summary Insight Personalized
HSBR Note — Summary:
Personalization turned a good general guide into a
Kerala-specific client-acquisition playbook. “After” included
exact local steps (KSUM, pricing ranges, outreach scripts),
export compliance (LUT/IEC), and productized offers for
international platforms — making it faster to take action and
easier to win trust.
Biggest impact came from location,
target client types, and service niche.
These details shaped legal setup, pricing, and outreach — and
raised the quality and relevance of every recommendation.