// GUIDE · 09 Oct 2026
How AI Search Chooses Which Businesses to Recommend
ChatGPT and Google AI Mode cite indexed, snippet-eligible pages with reviews and links, not ad spend. Here's the method, step by step.
5 min · 3 sources
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// BLOG
What worked, what didn't.
Ads, AI systems and search, written from real accounts and real builds — including the parts that failed. For founders who read their own numbers.
New post every two days · every number linked to its source
// GUIDE · 13 Oct 2026 · 6 min
How to Read a Meta Ads Report as a Founder, in Five Numbers
Meta's Ads Manager shows twenty columns by default. A founder only needs five: spend, cost per result, ROAS, frequency and conversion rate ranking.
general · 6 sourcesRead →
// GUIDE · 07 Oct 2026
What to Do With a Meta Ads Budget Under ₹1 Lakh in India
With ₹50,000 to ₹1 lakh a month on Meta ads, Indian small businesses get more leads by concentrating spend on one ad set than by testing five.
5 min · 4 sources
// GUIDE · 05 Oct 2026
Google Ads for B2B Manufacturers: Run Search Before Performance Max
For B2B manufacturer lead generation on Google Ads, Search beats Performance Max: PMax needs six weeks to learn, Search proves demand in 30 days.
7 min · 5 sources
// GUIDE · 03 Oct 2026
Advertising an Indian-Manufactured Apparel Brand to UK Customers
Advertising an Indian-manufactured apparel brand to UK customers means fixing origin-claim compliance and landed-cost math before you scale spend.
6 min · 6 sources
// GUIDE · 23 Sept 2026
Dental clinic missed calls after hours: what an AI receptionist does
Most after-hours enquiries to a dental clinic go unanswered; an AI receptionist's real job is triage and next-day booking, not blind confirmation.
5 min · 5 sources
// GUIDE · 22 Sept 2026
Meta Ads for Dental Clinics UK: The Real Cost Per New Patient
UK dental Meta ads: the real cost driver isn't CPL, it's GDC compliance and how fast you call the lead back. Here's the honest picture.
5 min · 5 sources
// RECEIPT · 20 Sept 2026
What 4,248 wholesale buyer leads actually cost a Tirupur manufacturer
One apparel manufacturer, two Meta ad accounts, ₹70,444 spent, 4,248 buyer leads at ₹16.58 each. Here is the full account, what was counted, and what I would change.
4 min · 2 sources
One letter every two weeks. A result, a lesson, no fluff.