PPC Field Notes

Practical notes on paid media, AI workflows, and the future of marketing operations.

Articles

LinkedIn Ads

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Sep 2, 2026

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7 min read

How to Compare LinkedIn Ads and Google Ads Performance with AI

A practical way to compare paid social and paid search without flattening their roles, metrics, or attribution.

Suyash Chaudhari

LinkedIn Ads

Sep 1, 2026

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6 min read

How Agencies Can Manage Multiple LinkedIn Ads Accounts with AI

Build an account-safe operating system for access, audits, reporting, and approved changes – without mixing up clients.

Suyash Chaudhari

LinkedIn Ads

Aug 31, 2026

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7 min read

How to Update LinkedIn Ads Budgets, Bids, Dates, and Status with AI

Make the right change at the right level – without accidentally increasing spend across an entire campaign.

Suyash Chaudhari

LinkedIn Ads

Aug 30, 2026

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7 min read

How to Run a Weekly LinkedIn Ads Optimization Audit with AI

A repeatable, read-first workflow for checking delivery, pacing, performance, audiences and creatives – then turning the evidence into a short action queue.

Suyash Chaudhari

LinkedIn Ads

Aug 29, 2026

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6 min read

How to Analyze LinkedIn Ads Creative Performance with AI

Compare ads on the metric that matches the objective, separate real signal from delivery bias, and turn the result into a specific creative brief.

Suyash Chaudhari

LinkedIn Ads

Aug 28, 2026

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5 min read

How to Find and Exclude Irrelevant Companies from LinkedIn Ads with AI

Turn LinkedIn’s company demographic report into a reviewed exclusion list – without mistaking noisy data for waste or overwriting the rest of your targeting.

Suyash Chaudhari

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