Blog & Resources — Pipeline Forge
BLOG & RESOURCES

Field notes on pipeline

Benchmarks, teardowns, and playbooks pulled from live campaigns. No recycled listicles.

FEATURED STRATEGY

The math of a ₹5-crore pipeline quarter

Working backwards from a revenue target to daily prospecting volume — with the conversion benchmarks to sanity-check every step of the way.

JUL 8, 2026 · 9 MIN READ
OUTBOUND

Cold outbound in 2026: what still books meetings

We audited 120,000 sends across 14 industries. Three openers carry most of the meetings — none of them mention your product.

JUN 30, 2026 · 7 MIN READ
AI

AI SDRs vs. human SDRs: our benchmark

Same list, same offer, split test. Where the machines win, where they embarrass themselves, and the hybrid split we run now.

JUN 18, 2026 · 8 MIN READ
DATA

Intent data is lying to you — a scoring rubric that isn't

Most "surging" accounts are researchers, not buyers. The five signals that actually predicted meetings last quarter.

JUN 4, 2026 · 6 MIN READ
REPORTING

MQL is not a milestone: instrumenting the middle of your funnel

If your funnel report has one giant step between "lead" and "closed," this is the fix.

MAY 21, 2026 · 5 MIN READ
OUTBOUND

When LinkedIn beats email: channel choice by deal size

Below ₹5 lakh ACV, email wins on cost. Above ₹25 lakh, it flips. The crossover math, charted.

MAY 7, 2026 · 6 MIN READ
PLAYBOOK

The 21-day launch: how a campaign goes live

Day by day: what we build, what we test, and the checkpoint where weak messaging gets killed before it spends.

APR 23, 2026 · 4 MIN READ

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