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Marketing · Thursday, 13 August 2026 · Issue 75 · 12 stories

5 AI workflows that fix your local SEO for less

Content & Social

LLMs Corrupt Up to Half of Edited Docs, Threatening Content Accuracy

Microsoft's DELEGATE‑52 study let 19 LLMs edit professional documents across 52 domains. Even top models like Gemini 3.1 Pro and Claude 4.6 Opus corrupted about 25 % of content after 20 revisions, with the average across all models hitting 50 %. The sparse‑but‑severe errors slip past a casual review, meaning AI‑assisted editing can silently degrade the reliability of anything from code to marketing copy.

neilpatel.com ↗8 min read at source

Two‑Thirds of Creators Earn Under $10K, and Followers Still Trump Engagement

CreatorIQ’s 2026 State of Creators study of 5,095 creators across 100 regions finds 67% make less than $10,000 a year. Earnings correlate with follower count and view totals, not engagement rates, a direct challenge to the year‑long industry mantra that engagement drives revenue. The gap pushes creators toward brand ownership and highlights tension between audience wishes and brand demands.

thewrap.com ↗2 min read at source

How Meta, LinkedIn, and YouTube Are Redesigning Feeds to Kill Clickbait

Meta, LinkedIn, and YouTube are overhauling their feed ranking pipelines to prioritize a post’s meaning over cheap click metrics. LinkedIn collapsed five separate retrievers into a single language‑model system, Meta kept a funnel of specialized models, and YouTube now generates the next‑item identifier, each aiming to make clickbait tactics futile and surface genuinely relevant content.

blog.bytebytego.com ↗13 min read at source

Paid & Advertising

Winning a Click Auction Means You Overpaid

If you win an auction for a click, you’ve probably paid too much, every other bidder dropped out, leaving you the sole buyer. The model profits the seller, not the advertiser, and forces you to rethink paid traffic strategies.

seths.blog ↗1 min read at source

Email & Lifecycle

Martech & Analytics

Gemini Hits 1 Billion Monthly Users, 63% Now Talk, Not Type

Google’s Gemini app just crossed the 1‑billion‑monthly‑active‑user mark, its fastest‑growing product ever. The blog shows 63 % of those users now interact by voice, with a surge in “voice‑only” sessions, and expanding use of live camera, uploads and cross‑app automation for everyday tasks.

blog.google ↗1 min read at source

You’re caught up.

That was all 12 stories in the 13 August issue.