Resources

Sources we
monitor

The sources behind every verdict: official platform newsrooms, the paid-media trade press, and the practitioner communities where real campaign data gets discussed. Every one is a source our pipelines actually pull from.

Official platform newsrooms

Where the platforms announce changes.

The six official newsrooms, one per platform we track. Each is pinned above third-party reporting on the same change.

Google Ads Google Ads & Commerce blog blog.google/products/ads-commerce/ Google's own announcements for advertiser-facing Google Ads features: new bidding controls, campaign types, policy changes, beta rollouts. The Performance Max launches, the Smart Bidding updates, the auto-applied recommendations policy changes all originate here before the trade press picks them up. Meta Ads Meta Business News about.fb.com Meta's official channel for advertiser product news across Facebook, Instagram, Messenger, and WhatsApp ads. Advantage+ rollouts, Reels Ads expansions, attribution-method changes (the iOS post-ATT clamp-down), and Meta's CAPI documentation updates all surface here. Microsoft Ads Microsoft Advertising blog about.ads.microsoft.com/en/blog Microsoft Advertising's product team posts here: new audience targeting expansions, the Performance Max rollout for Microsoft, LinkedIn-profile integration updates, and AI-targeting controls. Frequently overlooked compared to Google Ads coverage, despite roughly 10% search-market share in the US. TikTok Ads TikTok Newsroom newsroom.tiktok.com TikTok's official channel covering platform-wide policy decisions, new advertising formats (Spark Ads, TopView, Branded Effects), and the Smart Performance Campaigns / Symphony AI product line. Also where TikTok announces its position on regulatory changes that affect advertisers (US compliance, EU DSA, and so on). Pinterest Ads Pinterest Newsroom newsroom.pinterest.com Pinterest's official source for Promoted Pin product news, audience-targeting changes, and shopping/commerce ads features. Coverage is lower-volume than Google or Meta but includes the platform's own data on best-performing creative formats. Snapchat Ads Snapchat for Business blog forbusiness.snapchat.com/blog Snapchat's advertiser-product channel. Smart Bidding rollouts, Spotlight Ads, AR Lens ads, and the platform's measurement-attribution changes (post-iOS Snap-specific attribution work) all surface here. Often under-covered by the broader trade press, so this is the canonical source for Snapchat-specific advertiser news.

Paid-media trade press

Where practitioners read what changed.

Ten trade publications on our news ingestion allowlist: platform news, case studies, and benchmarking research.

Search Engine Land searchengineland.com First to report most Google Ads, Microsoft Ads, and Meta Ads feature launches. Deep-dive analysis on platform changes and their implications for advertisers. Often the source we cite first when a setting's verdict hinges on a specific platform-side mechanic. Search Engine Journal searchenginejournal.com Paid-search-focused trade press covering Google Ads, Microsoft Ads, and the broader search advertising ecosystem. Strong on Smart Bidding case studies, automation deep-dives, and ad-copy best-practice analyses. PPC Hero ppchero.com Practitioner-written blog with hands-on guides and case studies across Google Ads, Meta Ads, and the broader paid-social space. Contributor pool is heavily working PPC managers, so coverage skews toward "here's what actually happened when we did X" rather than "here's what the platform announced." WordStream wordstream.com/blog Long-running PPC blog (now LocaliQ-owned) with comprehensive guides, benchmark reports, and platform tutorials. Authoritative on Google Ads benchmark data, with quarterly benchmark studies that are an industry reference point. Optmyzr optmyzr.com/blog PPC automation platform's blog publishing data-heavy studies across large account samples, including the 13,671-account Responsive Search Ads study and similar large-N benchmarks that no individual practitioner could produce alone. AdExchanger adexchanger.com Ad-tech industry coverage focused on the programmatic stack (DSPs, SSPs, measurement vendors, CTV) and how the platforms compete in those layers. Useful for context on why a platform shipped a feature, not just what it shipped. Digiday digiday.com Industry-wide coverage of paid media, advertising business, agency news, and platform policy. Reports the "How are brands actually using X?" angle when a platform ships a feature, which complements the trade-press product-news coverage. Adweek adweek.com Long-running advertising industry publication with broad coverage including paid-media platform news, creative trends, and brand campaign analysis. Frequently first to cover platform-policy disputes (Meta brand-safety debates, TikTok regulatory pressure, and so on). Social Media Today socialmediatoday.com Daily social-media news with strong Meta, TikTok, Pinterest, and Snapchat coverage. Useful when a platform change spans both the organic and paid sides (algorithm shifts that affect ad inventory pricing, for example). Marketing Dive marketingdive.com Marketing-industry trade press covering platform announcements, agency-side adoption of new ad formats, and the broader paid-media news cycle. Concise daily-news format makes it useful for breadth.

Practitioner communities

Where real data gets argued over.

The Reddit paid-media communities where working practitioners discuss what actually worked. The pipeline sources community-tested verdicts from these threads.

r/PPC The cross-platform hub for everything paid-search and paid-social. Highest signal-to-noise of the paid-media subs. r/googleads Google Ads-focused. Practitioners debate Performance Max, Smart Bidding, and broad-match keywords. r/adwords Long-running Google Ads community (predates the AdWords to Google Ads rename). Still active. r/FacebookAds Meta Ads-focused. Advantage+ debates, iOS post-ATT measurement, and conversions API rollouts. r/PPCMarketing Smaller-scale paid-search community. Frequently first to flag undocumented behaviour changes. r/microsoft_ads Microsoft Advertising-specific. Smaller community but the most concentrated MS Ads discussion online. r/TikTokAds TikTok-specific paid-media subreddit. Creative-format experimentation and Spark Ads tactics. r/AdOps Ad operations, the technical implementation side of paid media. Where measurement and attribution gets discussed. r/marketing Broader marketing community. Useful for context on how non-paid-media practitioners view ad-platform decisions.

Methodology

How we use these sources.

Every verdict, insight, and news item traces back to these sources. The engine pulls the right mix for each question.

Platform News

The platforms, in their own words

Built primarily on the official platform newsrooms, with the trade publications filling in where platform coverage is sparse. The feed reflects what the platforms themselves announced.

Settings Checker & Insights

Trade press, community, and first-party tests

Verdicts and insights triangulate across the trade press and practitioner communities above, alongside first-party tests contributed by the Shared Learnings community.

Community-sourced test ingestion

Dated, single-variable, with a stated window

These tests mostly live inside the practitioner communities. The trade publications contribute large-N benchmark studies that no individual practitioner could produce alone.

Named sources, every time

Outputs cite the surfaces they came from

If you see a recommendation that cites Search Engine Land or r/PPC, it came from those exact surfaces. See the full methodology →

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