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The Breakdown Effect: Why Fixing What Looks Broken in Ads Manager Makes It Worse
You break your campaign results down by placement and see Stories running at a 4x ROAS while Feed sits at 3x. The obvious move is to cut Feed and push everything into Stories. Meta has a name for the mistake you're about to make: the breakdown effect. It's real enough that Meta's own Business Help Center has a page dedicated to explaining it. What it actually is The breakdown effect is what happens when an advertiser looks at a reporting breakdown — by ad, placement, age, gen
saurav soni
Sep 43 min read
Does SEO Blogging Still Make Sense in 2026 With AI? A Qualified YES
The traffic reality is grim for generic informational content: AI Overviews reduce organic CTR for the #1 result by ~58% on informational queries (Ahrefs, Dec 2025). Position-one CTR for AI-Overview keywords fell from 0.073 to 0.016 between Dec 2023 and Dec 2025. Seer Interactive (Sept 2025): organic CTR on AIO queries fell ~61% (1.76% → 0.61%). Pew Research (July 22, 2025), analyzing 68,879 searches from 900 US adults, found: "Users who encountered an AI summary clicked on a
saurav soni
May 302 min read
India's Organic Market: Inside the ₹11,000 Crore Opportunity for Brands
A Sunday Morning Revelation Last Sunday, I found myself at Jaivik Setu in Indore—a tranquil oasis that's been championing organic living since 2014. What started as a simple farmers' market visit turned into a deep dive into India's organic movement. As I walked through their superstore, I encountered brands I'd never heard of: Slurrp Farm, Juicy Chemistry, Beco, The Whole Truth Foods, and dozens more. This wasn't just another retail space. This was ground zero for a revoluti
saurav soni
Nov 25, 20258 min read
Sinmag Equipment Corporation: A Deep-Dive Marketing Analysis of a $149M Bakery Equipment Giant
A data-driven analysis of how a Taiwanese manufacturer built global dominance in commercial bakery equipment The Jaliwala Encounter: Where This Analysis Began In Indore, at Jaliwala Innovations (a commercial kitchen equipment distributor operating since 2000 with 3000+ retail outlets across 70 Indian cities), I observed a fascinating sales interaction. The pitch for Sinmag bakery equipment relied on a crucial misattribution: calling it a "Japanese brand" to leverage Japan's m
saurav soni
Nov 15, 202516 min read
Live Shopping & Virtual Appointments for Luxury Brands: The Complete Guide to 10x Your Conversion Rates (Without Wasting Time on Window Shoppers)
Introduction: The $68 Billion Opportunity Most Luxury Brands Are Missing I recently clicked on an ad for Kalki Fashion, a luxury Indian ethnic wear brand, and landed on one of the most impressive experiences I've seen in e-commerce. Right there on the landing page were four options: In-Store Visit, Video Shopping, Live Chat, and Live Shopping. As someone who works with luxury Shopify brands daily, I immediately recognized what they were doing—and why it's brilliant. Here's th
saurav soni
Oct 27, 202510 min read
Smart WhatsApp Marketing: How to Scale Without Spamming
WhatsApp marketing works — until you overdo it and people block you. Here's how to scale your WhatsApp strategy without burning your list.
saurav soni
Sep 16, 202514 min read
🧠 How to Stay Relevant in Your Audience’s Mind
Out of sight is out of mind — especially in paid ads. Here's a practical guide to staying relevant to your audience without burning your budget.
saurav soni
May 1, 20253 min read


TOFU, MOFU, and BOFU: Budget Allocation, Lead Nurturing, and Advanced Conversion Techniques
TOFU, MOFU, BOFU isn't just jargon — it's the difference between campaigns that scale and ones that plateau. Here's how to actually budget and run each stage.
saurav soni
Feb 23, 202512 min read
How Local Businesses Can Use Location-Based Targeting to Generate High-Quality Leads
Introduction Many local businesses struggle with location-based targeting not because they don’t know about it, but because they fail to execute it effectively. Problems such as low ad engagement, high ad costs with low ROI, targeting the wrong audience, and difficulty in measuring impact make it hard for local businesses to generate quality leads. This guide goes beyond the basics to address real challenges and how to fix them with highly actionable, advanced strategies. The
saurav soni
Feb 14, 20253 min read
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