Search Engine Advertising (SEA)¶
Search Engine Advertising (SEA) involves placing ads on search engine results pages (SERPs). This method allows businesses to target users actively searching for specific keywords.
Types of SEA¶
1. Google Ads¶
- Search Ads / AI Max: Text ads on Google SERPs. Google is phasing out Dynamic Search Ads (DSA) in favor of the AI Max framework, which combines broad match, keywordless matching, and Gemini-powered creative customization to expand query capture and dynamically generate headlines from landing page content. Auto-migration of DSA campaigns is scheduled for February 2027.
- Display Ads: Banner ads on the Google Display Network (GDN). Transitioning toward contextual and first-party audience targeting as third-party cookie signals weaken.
- Shopping Ads: Product listings on Google SERPs.
- Performance Max (PMax): Automated campaign type running across all Google surfaces — Search, Display, YouTube, Gmail, Maps, and Discover — within a single campaign.
- Local Service Ads: Pay-per-lead ads for local service businesses (plumbers, lawyers, cleaners, etc.).
- Video Ads: Ads served on YouTube (see Video Advertising).
AI Max: Key Mechanics¶
AI Max achieves efficiency through three coordinated layers:
- Search term matching — analyzes site content, historical keywords, and creative assets to capture queries beyond standard keyword lists.
- Asset optimization — uses Gemini-generated text to customize headlines and descriptions per ad group contextually.
- Final URL Expansion — routes users to the landing page on your domain predicted to perform best, based on real-time intent signals.
Tracking warning: Tracking templates that do not use standard
{lpurl}parameters (e.g.,{lpurl}?,{lpurl}&) can conflict with Final URL Expansion, causing tracking failure or 404 redirect errors. Audit templates before opting into AI Max.
2. Microsoft Advertising (Bing Ads)¶
- Search Ads: Text ads on Bing, Yahoo, and DuckDuckGo networks.
- Performance Max: Self-serve negative keyword lists (up to 5,000 terms per campaign or account) now available, resolving the previous "black-box" targeting limitation. Supports New Customer Acquisition (NCA) settings for bidding exclusively toward net-new buyers.
- LinkedIn Profile Targeting: Unique to Microsoft — layer company name, industry, or job function data over high-intent keywords for precise B2B reach.
- Import from Google Ads: Microsoft supports importing Google PMax campaigns with NCA settings, automatically converting audience lists into equivalent rule-based remarketing assets.
2026 Cost Benchmarks¶
| Channel | Pricing Model | Avg. CPC |
|---|---|---|
| Google Search / AI Max | Cost-Per-Click (CPC) | ~$5.42 (cross-industry avg) |
| Google Display Network | Cost-Per-Click (CPC) | ~$0.63 |
| Microsoft / Bing Ads | Cost-Per-Click (CPC) | ~$1.54 |
CPCs vary widely by industry. Legal, finance, and insurance verticals can exceed $15–$50 per click on Google Search.
Benefits¶
- High purchase intent: Ads reach users actively searching for your product or service.
- Cost control: Flexible CPC or CPM bidding with daily budget caps.
- Measurable results: Detailed conversion tracking across the full customer journey.
- AI-driven scale: AI Max and PMax reduce manual keyword management overhead while expanding reach.
Setting Up SEA¶
- Keyword research: Identify core transactional terms; build a thorough negative keyword list.
- Campaign structure: For budgets under $5K/month, consolidate into one or two campaigns to feed algorithmic learning thresholds.
- Creative assets: Provide multiple headline and description variants; supply landing page URLs with clean
{lpurl}tracking templates. - Conversion tracking: Install Google Tag or Ads conversion tags; consider server-side Tag Gateway for cookieless environments.
- Monitor and optimize: Review search term reports weekly; add negatives to prevent wasted spend on AI-expanded irrelevant queries.