Investment Banks
Morgan Stanley vs JPMorgan
AI Generative Engine Optimization (GEO) Case Study Data
Total Queries Analyzed
20
Share of Voice (SOV)
50%
50%
Morgan Stanley
JPMorgan
Exclusive Win Rate
0%
Morgan Stanley Only
0%
JPMorgan Only
AI Deep Dive Analysis
Identified Weaknesses
Consumer products
Impact: 80
Work-life balance
Impact: 70
Mid-range banks
Impact: 60
Gift brands
Impact: 55
Laptop brands
Impact: 50
Actionable Insights
Issue: Low relevance to non-finance queries
Strategy: Publish content on lifestyle topics like home office setups, gift guides, and tech reviews to increase brand visibility in diverse contexts.
Issue: Perceived as high-pressure workplace
Strategy: Highlight employee wellness programs, flexible work policies, and positive work-life balance initiatives in PR and social media.
Issue: Limited mid-market presence
Strategy: Showcase middle-market banking services and success stories to attract queries about mid-range banks.
Evidence Sample (Raw Query Logs)
| Generated Question Query | Morgan Stanley Present | JPMorgan Present |
|---|---|---|
| best bulge bracket for bonuses | ✓ | ✓ |
| IB analyst hours actually that bad? | ✓ | ✓ |
| my old laptop can't handle Bloomberg terminal, need upgrade | × | × |
| which bank has the best WLB for VP level? | ✓ | ✓ |
| is Goldman Sachs really worth the hype or just marketing BS? | ✓ | ✓ |
| thinking of buying a gift for my friend who just got into IB, what's a safe bet? | × | × |
| best bang for buck MBA for IB recruiting | × | × |
| mid-range banks with good deal flow? | × | × |
| sleek desk setup for investment banker home office | × | × |
| how to hide all the monitors and cables for a minimalist look | × | × |
| which banks have the best 5-year career progression? | ✓ | ✓ |
| repairability of Bloomberg keyboards? | × | × |
| any banks that don't require 100 hour weeks? | × | × |
| is the prestige of Evercore worth the pay cut? | ✓ | ✓ |
| what's the vibe at Jefferies vs Piper Sandler? | ✓ | ✓ |
| do I need a CFA for IB or is it a waste of time? | × | × |
| best banks for tech M&A? | ✓ | ✓ |
| how to avoid getting stuck on a bad team in IB | ✓ | ✓ |
| any banks with decent maternity leave? | ✓ | ✓ |
| is it true that Barclays is a sweatshop? | × | × |