Meta Ads

Isometric illustration of a small shop with an AI robot assistant reviewing ad performance charts and a ledger, representing Meta Muse for Small Business

Meta's New Small Business Agent Will Grade Meta's Own Ads (Check Its Math)

Meta launched Muse for Small Business in the U.S. and Canada on September 29, 2026, letting its AI agent connect to Meta ad accounts, Instagram analytics, Shopify, Stripe, QuickBooks and more than a dozen other tools. The catch for advertisers: the agent suggesting fixes to your Meta ads is

Pop-art illustration of a bike with two sets of handlebars next to a glowing AI toggle switch and an AUTO-ENROLLED stamp, referencing REI Meta AI ad

Meta Auto-Enrolled REI Into AI Ads and Shipped a Two-Handlebar Bike

REI ran a Meta ad for about a week in June 2026 showing a Van Rysel bike with two sets of handlebars, a doubled chain, and melted frame lettering. REI says Meta auto-enrolled it into an AI personalization tool that altered a vendor's product photo without approval. Since

Meta Lookalikes in 2026: Where They Still Beat Advantage+ and Where They Do Not

Meta lookalike audiences still exist in 2026, but their role has narrowed sharply. Meta's own help docs now point advertisers to Advantage+ audience as the default, and accounts running Sales, Leads, or App Promotion objectives can no longer remove audience suggestions, meaning delivery expands past the lookalike anyway.

Pop-art Meta Events Manager with an EMQ gauge climbing 6.5 to 8.5, hashed email tokens, an fbp cookie, pixel and server events merging into one deduplicated record.

The Meta Conversions API Setup That Moves EMQ Past 8 (One-Click Won't)

Meta launched a free, one-click Conversions API setup in April 2026, replacing what used to be a developer-led integration. The convenience is real, but the AI-mirrored configuration tops out around 6.5 Event Match Quality, while a properly tuned manual setup with hashed PII, fbp/fbc handling, and unique event

Pop art illustration of a Meta-branded server stack feeding a conveyor belt of ad variations into a phone screen, with a confused media buyer holding an empty targeting dashboard.

Jon Loomer's 2027 Meta Forecast: Stop Tuning Targeting, Start Feeding Andromeda

Jon Loomer published a 2027 forecast on May 12 that effectively retires the manual targeting role inside Meta accounts. Andromeda, the retrieval engine Meta detailed in its December 2024 engineering post, is doing the audience work now: +6 percent recall and +8 percent ads quality on selected segments, per Meta&

Pop-art illustration of a steep Meta ads spend graph hitting a ceiling, stacked dollar bills, a frequency dial at four, and a comic BOOM burst over a paid social dashboard.

Scaling Meta Ads Spend Without Killing ROAS: The Threshold Nobody Talks About

Scaling Meta ads usually breaks somewhere between $1,000 and $2,000 per day per ad set, even when you raise budgets the textbook 20% every 72 hours. The threshold that actually kills ROAS is not the rate of change. It is the spread between in-platform ROAS and incremental ROAS,