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first-party-data-strategy

Build a post-cookie first-party data strategy — Enhanced Conversions, server-side tracking, Consent Mode v2, and planning how to use owned data for targeting. Use when a user wants to recover lost conversion data, set up Enhanced Conversions or CAPI, implement consent mode, or plan for cookie deprecation.

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The canonical home for this skill is first-party-data-strategy in Synter-Media-AI/plugin

SKILL.md
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First-Party Data Strategy

Third-party cookies are gone; the accounts that keep measuring are the ones that collect, consent, and send their own data. Build that pipeline in order: audit, capture, consent, then plan how to use it.

Confirm the workspace with list_connected_accounts and get_connection_status; read get_pixel_health for the available tracking diagnostics.

1. Audit what you collect today

Inventory every point where you capture an identifier: forms, signups, purchases, email lists, CRM records, in-app events. For each, note the identifier (email, phone, address), consent status, and freshness. Check what conversion data actually reaches the platforms: ga4_get_conversions and ga4_get_report for the site side, the supported performance tools (pull_google_ads_performance, pull_meta_ads_performance, pull_linkedin_ads_performance, pull_microsoft_ads_performance, pull_reddit_ads_performance) for what each platform claims. Big gaps between GA4 and platform numbers usually mean tracking loss, not attribution magic — see conversion-tracking.

2. Set up Enhanced Conversions and CAPI

Hashed first-party identifiers recover conversions that cookies alone miss.

  • Google Enhanced Conversions: send SHA-256 hashed email/phone/address with the conversion tag. Normalize before hashing: lowercase, trim, E.164 phone format. Typical recovery is 5-15% more attributed conversions.
  • Meta Conversions API: send server-side events with hashed identifiers plus fbc/fbp cookie values, and deduplicate against the browser pixel with a shared event_id. Typical recovery is 15-30%.
  • LinkedIn, TikTok, and Reddit have equivalent server-side conversion APIs; the same hashing and dedup rules apply.

Inspect the available diagnostics with get_pixel_health. Have the account owner make tag, event-routing, and consent changes in the platform UI or tag manager, then verify with a test event. The plugin cannot publish tags.

3. Move tracking server-side

Client-only tags lose data to ad blockers and 7-day browser cookie caps. A server-side GTM container on a first-party subdomain (track.yourdomain.com) extends cookie lifespan to 1-2 years, enriches events before forwarding (LTV, customer segment), and sends once to the platforms Synter connects to. This is the single highest-leverage tracking improvement for a returning-visitor business.

4. Implement Consent Mode v2

Required for EEA traffic since March 2024. Two choices:

  • Basic: tags do not fire without consent. Simple, but every unconsented user is invisible.
  • Advanced (recommended): cookieless pings fire even when consent is denied and Google models the missing conversions, recovering roughly half to two-thirds of them.

Set default consent state to denied before the CMP loads, update on user choice, and gate the four ad parameters (ad_storage, ad_user_data, ad_personalization, analytics_storage). Verify consent signals in Google Ads diagnostics and GA4 admin after deploying.

5. Know your match rates

Uploaded lists only work as well as they match. Rough expectations: hashed email alone matches 40-60% on Google and 50-70% on Meta; adding phone pushes combined match to 55-80%. LinkedIn matches better on work email than personal. Improve matches by sending multiple identifiers per record and normalizing before hashing. If a synced list delivers to far fewer users than you uploaded, fix the data before blaming the platform.

6. Prepare the data for upload in each platform's own tools

Collected data earns its keep in audiences:

  • Review available lists with list_audiences; the account owner handles synchronization and suppression updates in the platform UI.
  • Define a seed from the best customers and hand off its construction to the platform UI; see audience.
  • Always maintain suppression lists — existing customers and recent converters excluded from acquisition. Refresh at least weekly.
  • Pass conversion value where you have it so value-based bidding has something to optimize toward (see bid-optimization).

7. Verify the pipeline end to end

After changes, compare site events with ga4_get_report and available platform performance results, then inspect attribution differences with get_attribution. Use get_spend_reconciliation for spend records separately. Mark unsupported event-level checks as unverified.

Rules

  • Never send unhashed PII to an ad platform. Hash client-side or server-side, always.
  • Consent is not optional in regulated geographies; denied-by-default is the safe default state.
  • Measure recovery: compare attributed conversions for 2-4 weeks before and after each change so you know what each fix earned.
  • Suppression lists are part of the strategy, not an afterthought. Stale lists burn budget on people who already bought.
Repository

Synter-Media-AI/plugin

Path

packages/claude-directory/skills/first-party-data-strategy/SKILL.md

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Canonical home

Synter-Media-AI/plugin
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since Nov 11, 2026

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