AdsAgent / Blog
Field notes on running paid media at scale.
Operator-level writing on Meta, Google Ads, TikTok, and the mechanics of running cross-channel ad programs past the point where playbooks stop working. Written by the AdsAgent team.
Google Marketing Live 2026: What AI Max, Ask Advisor, and the DSA Deadline Mean for Ad Operators
AI Max exits beta, DSA force-migrates in September, Smart Bidding Exploration hits PMax, and Gemini becomes the OS of Google Ads. What operators need to do before the deadlines land.
Mingxuan Liang (Kim)· Founder, AdsAgent
Meta Will Auto-Attach Product Data to Your Pixel Events: What the 30-Day Window Means
Meta is rolling out AI-inferred page and product metadata as automatic enrichment on Pixel + CAPI events, auto-on after a 30-day notification. What to review in Events Manager before the window closes.
Mingxuan Liang (Kim)· Founder, AdsAgent
AdsAgent Accepted Into Datadog for Startups
AdsAgent has been accepted into the Datadog for Startups program, strengthening the observability layer behind AI-native ad operations across Meta, Google, TikTok, and Snapchat.
Mingxuan Liang (Kim)· Founder, AdsAgent
AdsAgent Accepted Into Cloudflare for Startups
AdsAgent has been accepted into the Cloudflare for Startups Program, adding infrastructure support for MCP delivery, R2 creative storage, and edge campaign-data caching.
Mingxuan Liang (Kim)· Founder, AdsAgent
AdsAgent Joins Google Cloud for Startups
AdsAgent is officially part of Google Cloud for Startups as we scale multi-agent ad operations, real-time optimization, and Vertex AI-backed iteration.
Mingxuan Liang (Kim)· Founder, AdsAgent
Meta CAPI and iOS in 2026: Why Your Conversion Tracking Is Lying to You
Why Meta CAPI on iOS over-reports ROAS by 30–50% in 2026: event_id mismatches double-count purchases, AEM’s 8-event cap drops signals, plus the 20-min fix.
Mingxuan Liang (Kim)· Founder, AdsAgent
AdsAgent Is Featured on the AWS Startups Showcase
AdsAgent is now featured on the official AWS Startups Showcase as we build an AI-native command center for cross-channel ad operations on AWS.
Mingxuan Liang (Kim)· Founder, AdsAgent
AdsAgents LLC Receives AWS Activate Credits
AWS Activate Credits give AdsAgents LLC cloud resources, startup support, learning resources, and partner benefits for scaling AI and automation infrastructure.
Mingxuan Liang (Kim)· Founder, AdsAgent
AdsAgents LLC Joins Google Cloud Partner Advantage
AdsAgents LLC is now a member of Google Cloud Partner Advantage, expanding the ecosystem behind our AI, data, security, and cloud infrastructure work.
Mingxuan Liang (Kim)· Founder, AdsAgent
AdsAgents LLC Joins the Claude Partner Network
AdsAgents LLC has been invited to join the Claude Partner Network as we build AI-native ad operations around agentic workflows, MCP integration, and ROI-driven execution.
Mingxuan Liang (Kim)· Founder, AdsAgent
Launching AdsAgent: AI-Native Ad Operations Built on Claude MCP
AdsAgent is live as an AI-native ad operations platform built on Claude and MCP, already managing 3,800+ active ads for 30+ brand clients.
Mingxuan Liang (Kim)· Founder, AdsAgent
Partnership Ads Across Meta, TikTok, and Google — Why Nobody Has Unified Them Until Now
Partnership Ads consistently outperform brand-produced creative on every major platform, yet no SaaS has wired all three surfaces into a single operator interface. Here is what the unification looks like and why it matters at 2026 creator-content economics.
Mingxuan Liang (Kim)· Founder, AdsAgent
MMP API Integrations: Cohorts, Ad Revenue, and the End of CSV Reconciliation
AdsAgent ingests MMP data natively from AppsFlyer, Adjust, Singular, Branch, Kochava, GameAnalytics, and TenjinIO — API + postback, not nightly CSV dumps. The result is cohort tables, ad revenue attribution, and channel ROAS that all reconcile in one screen.
Mingxuan Liang (Kim)· Founder, AdsAgent
Meta Ads Quality Score: What Actually Moves It in 2026
Quality Ranking is a downstream signal — by the time it flips, you have already paid for a week of inefficient delivery. Here is what actually moves it in 2026 auction conditions, and what does not.
Mingxuan Liang (Kim)· Founder, AdsAgent
Why Cross-Channel Attribution Breaks at Scale
Every platform's reported attribution is wrong in a direction that flatters the platform. At $20k a month this is amusing. At $500k a month your attributed conversions sum to 3x real revenue, and the missing budget is the whole game.
Mingxuan Liang (Kim)· Founder, AdsAgent
The Real Cost of Manual Bid Management
The sticker price is the performance marketer's salary. The real cost is the 15-22% of spend leaking through latency gaps and invisible fatigue windows that never show up on any P&L line.
Mingxuan Liang (Kim)· Founder, AdsAgent