← AIAP Topic CoursesAll programsHomeSearch
AIAP Topic Courses·Job Applications·19:08

AI Career Coach: a Custom GPT That Knows Your Resume, and a Gemini Gem Industry Researcher

Karan Job-applications trainer - product marketing manager at a consumer-tech firm in India; demos on his own accounts
▶LMS lesson
← PreviousEvaluating AI Research Tools, Part 2: Buyer Personas, Marketing Trends, a Content-Gap Anal
Lesson 1 of 4 in Job Applications
Next →AI Resume Builder: Teal for Bullet Rewrites, CAR Bullets, and Rezi as the Checker

The short version

  1. Build a custom GPT (GPTs > My GPTs > Create > Configure): name, description, 20-50 lines of instructions - career coach for mid-level marketing professionals in India, market trends, real hiring practices, feedback on resumes and LinkedIn - and your resume in Knowledge. Spend a weekend on the instructions; be specific about market and profession (0:01-0:10).
  2. Ask for career ingredients, not job titles: give likes (creativity, public speaking, client-facing) and dislikes (coding, direct P&L) and request industries, roles and profiles over a 10-30-year window - seven justified roles came back (0:06-0:09).
  3. Gemini Gem 'Industry Researcher Wiz': award-winning Indian market researcher, one industry at a time, bullet-style number-led output with fixed fields - size, top 5 players, revenues, top 10 brands, USPs, price points, PESTLE, SWOT, latest news. Demo: India's EV industry. Doubles as interview prep and a green/yellow signal before tailoring a resume (0:11-0:18).

At a glance, three clicks deep

Skim here first: the closed row is the glance, open is the study card with the key points and timestamps, and the ↓ link drops to that concept's full write-up below.

01A custom GPT career coach built on your resumeConfigure once with resume;›

Configure once with resume; ask for ingredients, not titles.

Build (0:01-0:05)

Likes and dislikes (0:06-0:10)

↓ Full write-up of this concept

02A Gemini Gem for one-industry-at-a-time researchRole + geography + fixed fields + bullets.›

Role + geography + fixed fields + bullets.

Gem (0:11-0:16)

Demo and use (0:17-0:18)

↓ Full write-up of this concept

The concepts in full

01

A custom GPT career coach built on your resume

Twenty to fifty lines of instructions and your resume in Knowledge. The coach then knows you better than most recruiters.

PROCEDURE: ChatGPT > GPTs > My GPTs > Create > Configure. Name ('CV Ravan'), description ('career coach for Indian mid-level marketing professionals'), Instructions: act as a career coach for the stated profession and market; strategic advice on transitions, upskilling, personal branding and networking; market trends and real hiring practices; feedback on resumes, LinkedIn, interviews, goals; pivot areas and your industries. Knowledge: upload the resume. Treat it as a template - swap market (Middle East, UK) and profession. First conversation: give likes and dislikes and ask for industries, roles and profiles over a 10-30-year horizon rather than 'Figma UI designer at an edtech'. Career is high-involvement: give the configuration a weekend.

Why it matters

A reusable coach instead of one-off chats.

This idea elsewhereparallelContent course on moving a workflow into a custom GPT
02

A Gemini Gem for one-industry-at-a-time research

Nobody has time for a twenty-page deep-research report before an interview. Fix the fields and ask for bullets.

PROCEDURE: Gemini > Explore Gems > New Gem. Instruction: role 'award-winning market researcher and analyst with 20 years of experience', Indian corporate and consumer businesses (no US stats), industries FMCG, tech, food, media, OTT, retail; 'I will give you one industry at a time'; output in quick bullets, short number-led phrases. Mandatory fields: industry, market size, top 5 players, company revenue, top 10 brands, USPs, price points, PESTLE, SWOT, latest three news items. Demo: 'Get me the stats for India's electric vehicle industry.' The fields feed interview answers (competitors, 'why us'), and a persistent Gem suits a weeks-long search. Use the result as a go / caution signal before tailoring a resume.

Why it matters

Research that fits the time a job search allows.

This idea elsewhereparallelResearch course on structuring questions

Tools referenced

ToolCoverageMomentContext
ChatGPTdemonstratedCustom GPT builder
GeminidemonstratedGems
Perplexitymentioned

Action items

    Resources mentioned

    Resources
    • docLesson page on the platform

    Extraction notes

    This page was built from an auto-generated transcript, which garbles product and people's names. Those were corrected silently in everything above and logged here for transparency. The warnings flag claims that were true on the recording day but change fast.

    Transcript corrections applied

    The transcript saysThe trainer actually means
    CV Ravan / Raman / Ranathe GPT name "CV Ravan"
    Investiture Research of WizIndustry Researcher Wiz
    gymGem
    chat g p d / ChargeGPT / Chad GPT / ChargegbtChatGPT
    cloudClaude

    True on recording day — verify before relying

    ← PreviousEvaluating AI Research Tools, Part 2: Buyer Personas, Marketing Trends, a Content-Gap AnalNext →AI Resume Builder: Teal for Bullet Rewrites, CAR Bullets, and Rezi as the Checker