UPLIFY Glossary: performance advertising, analytics, and GEO terms
36 key terms from our daily work: Performance Max, Conversions API, Wikidata, Knowledge Graph, Generative Engine Optimization, and more. Each definition is grounded in our hands-on experience across 170+ UA e-commerce projects and canonical sources (Schema.org, Google Ads Help, Wikidata).
This glossary is part of UPLIFY (Ukraine-based, remote-first AI marketing agency,). Each definition is reviewed by founder Viacheslav Overkovskyi.
Advertising & channels
UPLIFY services: Performance Max · Meta Ads · TikTok Ads · Telegram Ads
Performance Max (PMax)· Google Performance Max
A Google Ads campaign type where the algorithm automatically optimizes targeting, creative, placement, and bidding for a single goal (sales, leads, conversions). PMax combines Search, Shopping, Display, YouTube, Discover, and Gmail into a single "box" campaign. Launched by Google in 2021. Best performer on UA e-commerce in 2026 (median ROAS 9.88× per our benchmarks).
Google Ads· Formerly Google AdWords (rebranded 2018)
Google's primary paid advertising platform. Unifies Search, Shopping, Display, YouTube, Discover, and App campaigns. In UA e-commerce, it accounts for 60-80% of typical paid budget. UPLIFY currently manages 44+ active Google Ads engagements.
Meta Ads· Facebook Ads, Instagram Ads, formerly Facebook Ads
Paid advertising on Meta platforms (Facebook, Instagram, Messenger, WhatsApp, Audience Network). Unifies targeting through detailed demographic, interest-based, and behavioral segmentation. Pixel + Conversions API (CAPI) form the standard tracking stack. In UA e-commerce, Meta Ads is the second-largest paid channel after Google Ads.
TikTok Ads· TikTok For Business advertising
Paid advertising on TikTok via the TikTok For Business platform. Includes In-Feed Ads, Spark Ads (organic content boost), Video Shopping Ads (VSA — dynamic ads from a product catalog), Smart Performance Campaigns. TikTok Pixel + Events API (eAPI) form the tracking stack. TikTok Shop is not available in Ukraine as of 2026 — ads drive traffic to the merchant's own site.
Telegram Ads· Telegram Ads Platform
Telegram's official advertising platform. Places short text ads with a CTA button in channels with 1000+ subscribers. Cookie-free — targeting is based on channel categories and CIS-region matching. Launched by Telegram in 2021. Minimum spend was €2M originally; reduced to ~€2 CPM in 2024.
Google Shopping· Standard Shopping, Google Shopping Ads
A Google Ads campaign type — product ads with image + price + merchant name in search results and the Google Shopping tab. Driven by a Merchant Center feed. Until 2021, it was the primary e-commerce format; since 2022, it's gradually being replaced by Performance Max. In 2026 it's used as standalone only for specific use cases (brand-pure campaigns, isolated product groups).
Analytics & tracking
Google Analytics 4 (GA4)· GA4
The current version of Google Analytics (since 2020), replacing Universal Analytics (sunset July 1, 2023). Event-based model instead of session-based: every user action is an event with parameters. Supports cross-platform tracking (web + app), machine learning for predictions, and integration with Google Ads + BigQuery.
Google Tag Manager (GTM)· GTM
Google's tag management system for web sites — adds/edits script snippets (GA4 events, Meta Pixel, Google Ads conversion, TikTok Pixel, custom HTML/JS) without code changes. Standard tool for tracking management in e-commerce. Particularly important for cookie-consent management — GTM can be configured so tags don't fire until consent.
Conversions API (CAPI)· Meta Conversions API
Server-to-server event transmission from your backend to Meta, bypassing iOS 14+ ATT blocks and ad-blockers. Complements Meta Pixel (user-side); the best configuration is both channels with deduplication by event_id. Without CAPI, Meta loses 30-50% of iOS signals in 2026.
Meta Pixel· Facebook Pixel
A JavaScript snippet on your site that transmits user-side events (ViewContent, AddToCart, InitiateCheckout, Purchase) to Meta Ads Manager for optimization and retargeting. Frontend tracking; blocked by iOS 14+ ATT and ad-blockers. Without supplementary CAPI, Pixel covers ~50-60% of conversions on iOS in 2026.
Google Consent Mode v2· Consent Mode, CMv2
Google's mechanism for conditional tag firing based on user cookie consent. Default-denied state sends no identifiable data but allows modeled conversions via ML aggregation. UPLIFY deployed it on uplify.agency for GA4: defaults are `analytics_storage:denied`, switching to `granted` only after the user accepts via the cookie banner.
Attribution Model· Conversion attribution
A rule for distributing credit for a conversion across touchpoints in the customer journey. Main models: Last Click (all credit to last click), First Click, Linear (equal share), Time Decay (more to clicks near the conversion), Position-Based (40% first+last, 20% middle), Data-Driven (ML-based, Google default). In GA4 + Google Ads since 2023 — Data-Driven by default.
BigQuery· Google BigQuery, GBQ
Google Cloud's serverless data warehouse for analytics queries on large data volumes. Standard GA4 integration — daily export of raw event data to BigQuery. Enables SQL analysis beyond GA4 UI limits: arbitrary cohorts, custom funnels, joined data with CRM/Ads. Paid (free tier for small volumes), often essential for UA e-commerce above $50k/month revenue.
Metrics
ROAS· Return on Ad Spend
ROAS = revenue from ads / ad spend. Expressed as a multiplier (5×) or percentage (500%). Key performance-marketing metric for e-commerce. Per UPLIFY benchmarks (41 UA projects, Jan-May 2026): median PMax ROAS = 9.88× (i.e., 9.88 UAH of revenue per 1 UAH spent). For profitability, ROAS must exceed break-even ROAS (= 1 / margin %).
CPA· Cost Per Acquisition
CPA = ad spend / number of conversions. A conversion can be a sale, lead, or add-to-cart depending on conversion-action configuration. UPLIFY benchmark (PMax UA e-commerce 2026): median CPA = 101.46 UAH (~$2.53). Purchase-only CPA is typically higher (200-400+ UAH).
CTR· Click-Through Rate
CTR = clicks / impressions × 100%. Shows how relevant the ad is to the audience. For PMax e-commerce, UPLIFY benchmark median = 2.25%. Search campaigns typically have higher CTR (5-10%) due to intent traffic. Low CTR (<1%) signals creative, audience, or targeting mismatch.
AOV· Average Order Value
AOV = total revenue / number of orders in the period. A foundational e-commerce metric, the basis for calculating break-even ROAS, target CPA, and paid-traffic profitability. In UA e-commerce 2026, typical AOV: fashion 800-1500 UAH, electronics 3000-15000, furniture 5000-30000, kids 600-1200.
LTV· Lifetime Value, Customer Lifetime Value (CLV)
LTV = average revenue from a single customer over the full relationship. In e-commerce: the sum of all their orders. Lets you spend more on acquisition (CPA) than the first purchase yields, if customers come back. UPLIFY recommends watching the LTV/CAC ratio: healthy = 3:1 or higher.
Performance Max — details
📊 Real UPLIFY benchmarks: PMax UA E-commerce 2026 H1 — median ROAS 9.88×, CPA 101 UAH across 41 projects.
Asset Group (PMax)· PMax Asset Group
The base unit of a PMax campaign — a collection of creative (headlines, descriptions, images, videos, logos) + audience signals + URL expansion config. A single PMax can have up to 100 Asset Groups, each targeting a distinct product/audience combo. Analogous to an Ad Group in standard Google Ads.
Audience Signals (PMax)· PMax Audience Signals
Hints to the PMax algorithm — who to target during early learning. Includes Custom Segments (key term + URL), Customer Match (CRM list), Interest Affinities, Detailed Demographics. Without audience signals, the PMax learning period is longer (7-10 days vs 3-5). Per UPLIFY data: well-configured signals yield +30-50% ROAS in the first 30 days.
Brand Exclusion (PMax)· PMax Brand Exclusion List
A list of competitor brands that PMax will not show ads against. Without brand exclusion, PMax "eats" competitor branded searches (a legacy issue pre-2024) that would have converted anyway. UPLIFY standard practice: brand exclusion list of 50+ competitor brands for UA fashion / electronics / general e-commerce.
Smart Bidding· Google Ads automated bidding
A family of Google Ads bidding strategies where the algorithm sets bids in real time toward a chosen goal. Includes Target CPA (tCPA), Target ROAS (tROAS), Maximize Conversions, Maximize Conversion Value. PMax supports only Smart Bidding — manual bid is not allowed. tROAS is the standard strategy for e-commerce.
Platforms
UPLIFY services: Horoshop online store development
Google Merchant Center (GMC)· Merchant Center, GMC
Google's platform for managing e-commerce product feeds. The feed (XML/CSV/Sheets) with attributes (id, title, description, price, image_link, availability, GTIN, brand, product_type) is the foundation for Shopping Ads and PMax. Google reviews it before approval. Disapproved feed = no ads. Integrations are available for Horoshop, Shopify, OpenCart, WooCommerce via official plugins.
Horoshop· Horoshop CMS / platform
A Ukrainian SaaS e-commerce platform launched in 2014. Specialized in Ukrainian-market online stores. Includes built-in integration with GMC, Meta Catalog, Google Ads, Hotline, Prom.ua, and OpenCart migration. UPLIFY is a Horoshop Expert Partner.
Product Feed· Catalog feed
A structured file (XML / CSV / Google Sheets / JSON) with merchant product data — the mandatory foundation for Google Shopping, PMax, Meta Catalog Ads, TikTok VSA. Required attributes: id, title, description, image_link, price, availability, link, brand. Optional (boost performance): GTIN, MPN, color, size, gender, age_group, product_type. Feed quality is the single strongest predictor of PMax ROAS.
GEO / AI visibility
UPLIFY services: GEO/AI-SEO
Generative Engine Optimization (GEO)· GEO, AI-SEO, AI Engine Optimization
Content optimization for citation in AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews, Gemini, Copilot). Unlike traditional SEO (focused on Google SERP ranking), GEO focuses on entity recognition, schema readability, citation-friendliness, and lift-quote structure. UPLIFY builds GEO strategy for UA agencies + e-commerce stores.
Google AI Overviews· AIO, formerly SGE (Search Generative Experience)
AI-generated summary that appears in Google search for many queries. Synthesizes citations from multiple sites. Launched by Google in 2024 (previously SGE since 2023). Displays before traditional results, capturing 30-60% of traffic. Being cited in AIO is a key GEO target.
Perplexity· Perplexity AI
An AI search engine launched in 2022 that cites sources for every answer. One of the strongest B2B channels for GEO — shows source links, high retention probability. UPLIFY benchmark: typically appears 1-3 weeks after crawl + indexation if content is structured + entity-recognized.
Wikidata· Wikidata.org
A Wikimedia project for collecting structured, open data about entities (people, organizations, places, concepts). Every entity has a Q-ID (UPLIFY = , Overkovskyi = ). The canonical sameAs source for AI engines + Google Knowledge Graph. Submission to Wikidata is a key entity-recognition step.
Schema.org· Schema vocabulary, structured data
A shared vocabulary for structured data, founded by Google, Microsoft, Yahoo, and Yandex in 2011. Consists of types (Organization, Person, Article, Product, FAQPage, Dataset, etc.) with properties. Emitted in a JSON-LD block on the page. Lets AI engines and search systems understand content semantically — the foundation for rich snippets, AI citations, and entity recognition.
Knowledge Graph (Google)· Google Knowledge Graph
Google's structured database of billions of entities (people, places, organizations, concepts). Founded by Google in 2012. Integrated with Search, AIO, Maps, and Assistant. Wikidata is one of its data sources. UPLIFY entity () was submitted to Wikidata in April 2026; KG ingestion is expected within 2-8 weeks.
JSON-LD· JSON for Linked Data
A JSON-based format for structured data, recommended by Google for Schema.org. Embedded in HTML via <script type="application/ld+json">. Best practice — JSON-LD in <head> or at end of <body>. On uplify.agency, every page carries 4-6 JSON-LD blocks (Organization, BreadcrumbList, Article/WebPage/Service, FAQPage, Dataset, etc.).
SEO foundations
E-E-A-T· Experience, Expertise, Authoritativeness, Trustworthiness
Google's framework for evaluating content quality: Experience (firsthand experience), Expertise (subject competence), Authoritativeness (recognized authority), Trustworthiness (reliability). Introduced in 2014, extended in 2022 by adding "Experience". Particularly important for YMYL (Your Money Your Life) topics. UPLIFY ensures E-E-A-T through named author + reviewedBy, Wikidata anchors, and published methodology.
Core Web Vitals (CWV)· CWV, Page Experience signals
Google's set of performance metrics that affect ranking: LCP (Largest Contentful Paint, <2.5s), INP (Interaction to Next Paint, <200ms, replaced FID in 2024), CLS (Cumulative Layout Shift, <0.1). Measured via CrUX (Chrome User Experience Report) on real users. Poor CWV = lower ranking.
AI engines
ChatGPT· OpenAI ChatGPT
Conversational AI assistant from OpenAI, launched November 2022, based on GPT models (GPT-3.5, GPT-4, GPT-4o, GPT-5). Web Search + Browse capability added in 2024 — started citing sources. One of the key GEO targets for B2B agencies. UPLIFY benchmark: typically 2-8 weeks between publication and first citation in ChatGPT browse mode.
Claude (Anthropic)· Anthropic Claude
AI assistant from Anthropic, launched 2023. Model series: Claude 3 (2024), Claude 3.5 Sonnet, Claude 4 (2025), Claude Opus 4.6/4.7 (2026). Web Search + browsing capability added in 2025. One of the key GEO targets for tech/marketing topics. Training cutoff varies — current snapshot: January 2026.