Decisions that determine whether your product makes a shopper’s holiday shortlist happen well before Black Friday emails fill inboxes. Microsoft Advertising’s data shows October clicks drive 56% of November conversions and 35% of December conversions, while the typical holiday conversion journey stretches about 52 days. That makes October the strategic window to build familiarity, surface gift ideas and shape buyer preference—before price and urgency narrow choices.

1. Build audiences early—and keep prospecting distinct from retargeting

Audiences created now give you scale and clearer signals when intent spikes. Treat prospecting and retargeting as separate campaigns so you can set different bids and tailor messaging to each stage.

  • Open audience lists early so they reach useful size ahead of peak shopping.
  • Use impression-based remarketing to capture people who saw an ad but didn’t click—this widens remarketing pools beyond site visitors.
  • Layer in in-market and seasonal segments (for example, shoppers focused on Black Friday or Christmas) to concentrate spend on users already researching your category.
  • Use similar audiences to extend reach to users who behave like your best customers.

Re-engage early audiences as consideration advances with dynamic remarketing and customer-match campaigns so your brand feels familiar when shoppers return to finalize choices.

2. Make creative explicitly “giftable” and evolve it through the funnel

Queries for gift guides and gift ideas have spiked—Microsoft reports those searches tripled year over year—so ads and product pages should help shoppers picture your product as a present.

  • Use gifting language when intent is clear (for example, “gifts for coffee lovers”) and adapt headlines and titles accordingly.
  • Show product-in-context imagery and copy that ties item to recipient, occasion or feeling—this helps shoppers imagine the moment it’s received.
  • Provide multiple aspect ratios and creative variations to fit search, display and AI-driven placements.
  • Evolve messaging by funnel stage: inspiration-led creative for discovery, benefits and comparisons for consideration, and urgency (shipping cutoffs, limited stock) nearer purchase.

Microsoft highlights brands that refreshed creative early: Ray-Ban’s updates ahead of Black Friday produced an 80% lift in searches and a 15% increase in site visits going into peak season.

3. Treat product feeds as a competitive asset for AI and shopping surfaces

Conversational assistants and AI shopping increasingly pull from product feeds. Microsoft finds product research accounts for 12.2% of Copilot chats and product cards appear in 14% of Copilot shopping sessions—so feed hygiene and gift-focused metadata matter.

  • Keep titles and descriptions clear and, where appropriate, include gifting attributes such as intended recipient, occasion or bundle options.
  • Maintain accurate pricing, availability and shipping information—these details surface in product cards and influence conversion.
  • Use custom feed fields (for example, Offer Highlights) to call out free delivery, guarantees or easy returns in AI-driven recommendations.

4. Activate AI and conversational placements—experiment with measurement

Microsoft’s research shows 76% of shoppers plan to use AI for holiday planning, and Copilot can introduce brands early in discovery. Observational data also show higher click-through rates in Copilot ads compared with Search (reported as ~5.7x in non-causal comparisons).

How to engage:

  • Run Performance Max, AI Max or Shopping campaigns tuned for conversational and question-driven queries rather than only keyword matches.
  • Prioritize feed and creative elements that appear in product cards so you can be recommended organically in AI sessions.
  • Track impressions, assisted conversions and other signals unique to conversational placements—standard search KPIs may understate influence.

Bear in mind the Microsoft figures are portfolio-weighted and observational; treat early AI placements as experimental channels and use holdouts or incrementality tests where possible.

5. Link inspiration to conversion with visual upper-funnel tactics

Audience ads and visual collections drive early consideration and feed later retargeting. Microsoft reports that users who start with an Audience ad convert about 6% more often across the season.

  • Promote seasonal collections and shoppable gift guides in premium placements to create early signals.
  • Pass engagement into search and shopping campaigns so discovery exposures become prioritized retargeting opportunities.
  • Use dynamic creative and auto-generated assets to scale personalization across audience segments without manual overload.

Measurement and practical limits

With long shopping windows and many touchpoints, measurement discipline is crucial.

  • Separate reporting for prospecting and remarketing to see which tactics build lists versus convert them.
  • Run incrementality or holdout tests for new AI placements and upper-funnel formats to avoid over-attributing conversions to exploratory channels.
  • Monitor feed-quality metrics and product-card impressions as predictors of organic and paid visibility in conversational assistants.

Next steps your team can act on this month: start audience-building campaigns, audit product feeds for gift-related metadata and shipping accuracy, refresh a set of creative assets framed around gifting use cases, and pilot one AI or conversational placement with clear measurement rules. Watch feed-driven product cards and Copilot engagement metrics—those signals will show whether you’re earning a spot on shoppers’ holiday shortlists.