Metrics & Economics

39 terms
Metrics01
Ad Frequency

The average number of times a single user sees your ad within a given time period.

Metrics02
Bounce Rate

The percentage of visitors who land on a page and leave without any further action.

Metrics03
Conversion Rate (CVR)

The percentage of users who complete a desired action after clicking your ad.

Metrics04
CPA (Cost Per Acquisition)

The total ad cost to acquire one customer or conversion.

Metrics05
CPC (Cost Per Click)

The amount you pay each time someone clicks your ad.

Metrics06
CPM (Cost Per Mille)

The cost per 1,000 ad impressions.

Metrics07
CPV (Cost Per View)

The amount paid each time a viewer watches your video ad.

Metrics08
CTR (Click-Through Rate)

The percentage of people who click your ad after seeing it.

Metrics09
Engagement Rate

The percentage of people who interact with your ad out of total impressions.

Metrics10
Impressions

The total number of times your ad was displayed, counting every repeat view.

Metrics11
Landing Page Conversion Rate

The percentage of visitors to your landing page who complete the desired action.

Metrics12
Reach

The number of unique people who saw your ad at least once during a campaign.

Metrics13
ROAS (Return on Ad Spend)

Revenue generated for every dollar spent on advertising.

Metrics14
Video Completion Rate

The percentage of viewers who watch your video ad to completion.

Metrics15
View-Through Rate

The percentage of viewers who watch a video ad to completion without clicking, and convert later.

Metrics16
AOV (Average Order Value)

The average revenue per order across a defined period.

Metrics17
LTV (Lifetime Value)

The total gross-profit a customer contributes over their lifetime with the brand.

Metrics18
CAC (Customer Acquisition Cost)

The total marketing cost to acquire one new customer.

Metrics19
POAS (Profit on Ad Spend)

Contribution profit generated per dollar of ad spend.

Metrics20
MER (Marketing Efficiency Ratio)

Total revenue divided by total marketing spend at the account level.

Metrics21
Blended ROAS

Total attributed revenue across all paid channels divided by total paid spend.

Metrics22
Incremental ROAS (iROAS)

The revenue that would not have happened without ads, per dollar of ad spend.

Metrics23
CPL (Cost Per Lead)

The ad spend required to generate one lead.

Metrics24
CPI (Cost Per Install)

The ad spend to acquire one mobile app install.

Metrics25
CTOR (Click-to-Open Rate)

The share of email opens that produce a click.

Metrics26
Revenue Per Visitor (RPV)

Average revenue generated per site visitor.

Metrics27
Add-to-Cart Rate

The share of product views that add the item to cart.

Metrics28
Checkout Abandonment Rate

The share of checkouts started that don't complete.

Metrics29
Contribution Margin

Revenue remaining per order after all variable costs.

Metrics30
Average Order Size

Average number of items per completed order.

Metrics31
ROI (Return on Investment)

Net profit relative to total investment, expressed as a percentage.

Metrics32
Net Revenue

Gross revenue minus refunds, returns, discounts, and chargebacks.

Metrics33
AFOV (Average Frequency of View)

The average number of times a user sees an ad or campaign.

Metrics34
Ad Rank

The score that decides which ads win auctions and in what position.

Metrics35
Ad Recall

The share of exposed users who remember seeing an ad within a defined window.

Metrics36
Quality Score

Google Ads' 1–10 estimate of an ad's expected CTR, ad relevance, and landing-page experience.

Metrics37
Frequency (Ad)

Average times each unique user is exposed to your ads in a period.

Metrics38
Hold Rate

The share of viewers still watching a video past a defined threshold.

Metrics39
Brand Lift

Change in awareness, recall, favourability, or intent attributable to ad exposure.

Audiences & Targeting

16 terms
Audiences01
Behavioral Targeting

Reaches people based on their actual actions — pages browsed, products viewed, purchases made.

Audiences02
Cold Traffic

An audience that has never engaged with your brand before.

Audiences03
Contextual Targeting

Ads are placed based on the content of the page being viewed rather than data about the user.

Audiences04
Custom Audience

A targeting option that lets you reach people who have already interacted with your business.

Audiences05
First-Party Data

Information a business collects directly from its own audience through owned channels.

Audiences06
Hot Traffic

The bottom-of-funnel audience with the highest buying intent.

Audiences07
Interest-Based Targeting

Reaches users based on their hobbies, behaviors, and interests as inferred by platforms.

Audiences08
Lookalike Audience

An audience built to share characteristics with an existing high-value segment.

Audiences09
Retargeting

Showing ads to users who have previously visited your website or engaged with your brand.

Audiences10
Warm Traffic

Mid-funnel audience that has engaged with your brand but hasn't purchased yet.

Audiences11
Audience Segmentation

Grouping users by shared traits or behaviors so you can target and message each group differently.

Audiences12
Intent-Based Targeting

Reaches users whose signals indicate near-term purchase intent.

Audiences13
Broad Audience

Targeting that lets the platform find buyers without interest, behavior, or demographic constraints.

Audiences14
Dayparting

Scheduling ads to run only at specific times or days of the week.

Audiences15
Geofencing

Targeting users when they enter, exit, or occupy a defined geographic area.

Audiences16
Negative Keywords

Terms that exclude a query from triggering your search ads.

Creative & Production

28 terms
Creative01
Ad Copy

The written text within an ad, including headlines, descriptions, and CTAs.

Creative02
Aspect Ratio

The proportional relationship between an ad's width and height.

Creative03
Brand Kit

A locked set of colors, fonts, logos, and rules that every creative must follow.

Creative04
Call to Action (CTA)

The instruction telling the user what to do next.

Creative05
Carousel Ad

An ad format displaying multiple cards, each with its own image, headline, and link.

Creative06
Creative Brief

The document that aligns strategy, message, format, and specs before production starts.

Creative07
Creative Fatigue

When an ad's performance drops because the audience has seen it too many times.

Creative08
Dynamic Product Ads (DPA)

Ads that automatically pull products from your feed and personalize to each user.

Creative09
Hook

The first 1–3 seconds of an ad that decides whether the viewer keeps watching.

Creative10
Product Feed

A structured file of your catalog used by ad platforms for dynamic ads and shopping.

Creative11
Safe Zone

The area inside a creative where UI won't cover important content.

Creative12
Static Ad

A single-frame image ad without motion or video.

Creative13
Storyboard

A frame-by-frame sketch of a video ad before it's produced.

Creative14
Thumbnail

The still frame representing a video before playback.

Creative15
UGC (User-Generated Content)

Content created by real customers or creators, used natively in ads.

Creative16
UI Ad

A static or motion ad that mimics native platform UI elements to blend into the feed.

Creative17
Video Ad

An ad delivered in video form — from 6-second bumpers to 60-second stories.

Creative18
White Background

The plain white product-on-white treatment used for catalog and marketplace listings.

Creative19
Above the Fold

Content visible on screen before the user scrolls.

Creative20
Below the Fold

Content that only becomes visible after the user scrolls.

Creative21
Hero Image

The main visual above the fold on a page or ad.

Creative22
Custom Labels

Feed fields you define to group products by margin, season, lifecycle, or any custom attribute.

Creative23
Product Attributes

The structured fields describing each SKU in your feed.

Creative24
Product Catalog

A structured list of your SKUs and their attributes used to run product ads.

Creative25
Product Set

A named subset of your product catalog for targeting and reporting.

Creative26
Catalog Feed

The file or API that pushes your SKUs and attributes into ad platforms.

Creative27
Motion Graphics

Animation and typographic movement used to communicate quickly in ads.

Creative28
Landing Page

The page ad traffic arrives at, designed to convert that specific traffic.

Creative Intelligence

13 terms

Competitive Intelligence

9 terms

Testing & Measurement

15 terms
Testing01
A/B Test

A controlled experiment comparing two variants to measure which performs better.

Testing02
Attribution

The model that assigns credit for a conversion to one or more marketing touchpoints.

Testing03
Incrementality

The revenue a channel actually caused that wouldn't have happened otherwise.

Testing04
Holdout Test

An experiment that withholds ads from a subset of users to measure incremental impact.

Testing05
Multivariate Test

An experiment that tests multiple variables at once to find the best combination.

Testing06
Statistical Significance

The confidence that an observed result isn't due to chance.

Testing07
Control Group

The baseline audience in a test that receives no treatment or the current default.

Testing08
Conversion Window

The time period after ad exposure during which conversions are counted.

Testing09
View-Through Attribution

Attribution that credits ads that were seen but not clicked.

Testing10
Click Attribution

Attribution that only credits ads the user actually clicked before converting.

Testing11
First-Touch Attribution

Assigns 100% of conversion credit to the first touchpoint in a customer's journey.

Testing12
Last-Touch Attribution

Assigns 100% of credit to the last touchpoint before conversion.

Testing13
Multi-Touch Attribution (MTA)

Distributes conversion credit across multiple touchpoints in a journey.

Testing14
Brand Lift Study

A survey-based experiment measuring how ads change brand awareness, recall, or favorability.

Testing15
Marketing Mix Modeling (MMM)

A statistical model that estimates the impact of each marketing channel on total sales.

Ad Formats & Placements

24 terms
Ad01
Stories

Full-screen vertical ad placements between organic Stories on Instagram, Facebook, and Snapchat.

Ad02
Reels

Vertical short-form video placements on Instagram and Facebook.

Ad03
Feed

In-line ads that appear within a platform's main scrolling feed.

Ad04
In-Stream Video

Video ads that play before, during, or after streaming video content.

Ad05
Native Ad

Sponsored content designed to match the look and feel of surrounding editorial content.

Ad06
Display Ad

Banner-style image or HTML5 ads served across the open web.

Ad07
Search Ad

Text-based ads triggered by keyword queries on search engines.

Ad08
Shopping Ad

Product-focused ads with image, price, and merchant, served on search and shopping surfaces.

Ad09
Collection Ad

A mobile ad format combining a hero image or video with a grid of product tiles below.

Ad10
Spark Ad

A TikTok ad format that promotes existing organic posts as paid ads.

Ad11
Adaptive Placements

Platform-managed delivery across many placements with automatic asset selection.

Ad12
Ad Group

A container for ads that share targeting, bid, and placements.

Ad13
Ad Set

Meta's term for the layer between campaign and ad, where targeting and budget live.

Ad14
Raw Catalog Ads

Product ads that show the plain catalog image without a designed template.

Ad15
Cross-Platform Catalog Ads

Running the same product catalog across Meta, TikTok, Pinterest, Snap, and CTV with unified templates.

Ad16
CTV Catalog Ads

Product feed-driven ads served on connected TV.

Ad17
Multi-Advertiser Ads

A placement showing ads from multiple brands together in a single unit.

Ad18
Bumper Ads

Short (usually 6-second) non-skippable video ads used mainly on YouTube.

Ad19
Pre-Roll

Video ads that play before video content starts.

Ad20
Mid-Roll

Video ads that play during video content — usually at natural breaks.

Ad21
Post-Roll

Video ads that play after content finishes.

Ad22
Outstream Video

Video ads that play in non-video placements — in-article, in-feed.

Ad23
Native Advertising

Ads that match the form and function of the platform they appear on.

Ad24
Display Advertising

Image and video ads served across a network of websites and apps.

Platforms & Strategy

22 terms
Platforms01
Meta Ads

Facebook and Instagram advertising across feed, stories, reels, and audience network.

Platforms02
Google Ads

Google's ad ecosystem — search, shopping, display, YouTube, and Performance Max.

Platforms03
TikTok Ads

Advertising on TikTok — in-feed, Spark Ads, TopView, and Branded Effects.

Platforms04
YouTube Ads

Video advertising on YouTube — TrueView, bumpers, in-stream, and Shorts.

Platforms05
Pinterest Ads

Advertising on Pinterest — promoted pins, video pins, and shopping ads.

Platforms06
Snapchat Ads

Advertising on Snapchat — Snap Ads, Story Ads, Collection Ads, and AR Lenses.

Platforms07
LinkedIn Ads

B2B-focused advertising on LinkedIn — sponsored content, InMail, and lead gen forms.

Platforms08
Funnel

The end-to-end path from first exposure to conversion, split into stages.

Platforms09
Awareness Campaign

A top-of-funnel campaign optimising for reach, video views, or brand lift.

Platforms10
Consideration Campaign

A mid-funnel campaign optimising for engagement, video views, or landing page views.

Platforms11
Conversion Campaign

A bottom-of-funnel campaign optimising for purchases, leads, or signups.

Platforms12
Retention

Post-purchase marketing to keep customers coming back and increase LTV.

Platforms13
Always-On Campaign

A continuously running campaign that maintains presence outside of tentpole moments.

Platforms14
Seasonal Campaign

A campaign built around a specific season, holiday, or tentpole moment.

Platforms15
Bid Strategy

How the platform values conversions relative to spend when bidding in auctions.

Platforms16
Campaign Budget Optimization (CBO)

The platform allocates a single campaign budget across ad sets automatically.

Platforms17
Product Recommendation Engine

System that suggests products to users based on behavior and product attributes.

Platforms18
Catalog Sales

Meta's campaign objective for driving purchases through catalog ads.

Platforms19
Meta Tools

The suite of platform tools Meta offers advertisers — Ads Manager, Business Manager, Advantage+, Catalog.

Platforms20
Facebook Business Manager

Meta's central hub for managing ad accounts, pixels, catalogs, and user permissions.

Platforms21
BFCM (Black Friday Cyber Monday)

The peak ecommerce promotional period spanning late November.

Platforms22
ROAS Goal Optimization

Setting and hitting revenue-per-dollar targets that reflect your true margins.

Aspect Ratios & Specs

24 terms
Aspect01
Aspect Ratio Optimization

Exporting the right aspect ratio for each placement — 1:1, 4:5, 9:16, 16:9 — so nothing gets cropped.

Aspect02
1:1 Aspect Ratio (Square)

Square format, historically Instagram feed's default, still strong across feed placements.

Aspect03
4:5 Aspect Ratio (Portrait)

Vertical feed format — takes 25% more screen real estate than 1:1 on mobile.

Aspect04
9:16 Aspect Ratio (Vertical)

Full-screen vertical format for Reels, Stories, TikTok, and YouTube Shorts.

Aspect05
16:9 Aspect Ratio (Landscape)

Horizontal landscape format — native to YouTube, CTV, and desktop video.

Aspect06
1.91:1 Aspect Ratio (Facebook Link)

The legacy widescreen aspect ratio used for Facebook link-preview cards.

Aspect07
21:9 Aspect Ratio (Ultra-wide)

Cinematic ultra-wide ratio, native to some CTV and premium placements.

Aspect08
2:1 Aspect Ratio

Wide format used in some B2B feeds and hero banners.

Aspect09
2:3 Aspect Ratio (Pinterest)

The recommended vertical ratio for Pinterest pins — 1000×1500.

Aspect10
3:2 Aspect Ratio

Classic photography ratio, works for photography-first ads and Google Shopping.

Aspect11
4:3 Aspect Ratio

Classic TV/print ratio — 1024×768. Rarely optimal for modern digital ads.

Aspect12
Aspect Ratio Calculator

A quick reference for converting between ad aspect ratios and pixel sizes.

Aspect13
Safe Zones by Platform

Reference for where UI chrome sits so you keep text and logos visible on every placement.

Aspect14
Convert Aspect Ratios Without Cropping

Non-destructive methods for adapting creative between ratios using padding, background extension, and smart crop.

Aspect15
Letterboxing vs Pillarboxing

When to accept bars top/bottom (letterbox) or side (pillarbox), and when to avoid both.

Aspect16
Aspect Ratio vs Resolution

Ratio is the shape; resolution is how many pixels fill it.

Aspect17
Best Aspect Ratio for Facebook Ads

The recommended aspect ratios for Facebook feed, story, reels, and marketplace placements.

Aspect18
Best Aspect Ratio for Instagram Ads

The recommended ratios for Instagram feed, reels, stories, and explore.

Aspect19
Best Aspect Ratio for LinkedIn Ads

The recommended ratios for LinkedIn single image, video, and carousel ads.

Aspect20
Best Aspect Ratio for Pinterest Ads

2:3 vertical is Pinterest's native and highest-performing ratio.

Aspect21
Best Aspect Ratio for Snapchat Ads

9:16 full-screen vertical is the only ratio that fits Snapchat's UI cleanly.

Aspect22
Best Aspect Ratio for TikTok Ads

9:16 native vertical consistently outperforms cropped or letterboxed formats.

Aspect23
Best Aspect Ratio for X/Twitter Ads

X supports 16:9 landscape and 1:1 square best; 2:1 works for image ads.

Aspect24
Best Aspect Ratio for YouTube Ads

16:9 for in-stream and TrueView; 9:16 for Shorts.

Ad Tech & Ecosystem

16 terms
Ad01
Ad Exchange

A digital marketplace where buyers and sellers of ad inventory transact in real time.

Ad02
Ad Server

Software that stores, serves, and tracks ad creatives across sites and apps.

Ad03
Ad Network

A company that aggregates inventory from many publishers and resells it to advertisers.

Ad04
DSP (Demand-Side Platform)

Software advertisers use to buy digital ad inventory programmatically across many exchanges.

Ad05
SSP (Supply-Side Platform)

Software publishers use to sell their ad inventory programmatically to many buyers.

Ad06
DMP (Data Management Platform)

System that collects, organises, and activates audience data for advertising.

Ad07
RTB (Real-Time Bidding)

The auction process that matches bids to impressions in milliseconds.

Ad08
OTT (Over-The-Top)

Streaming video content delivered over the internet, bypassing traditional TV distribution.

Ad09
Programmatic Advertising

Automated buying of ad inventory using software rather than direct sales.

Ad10
Programmatic Buying

The advertiser-side practice of buying inventory through DSPs and exchanges.

Ad11
Meta Pixel

The tracking snippet that lets Meta measure and optimise ads based on site actions.

Ad12
Conversion API (CAPI)

Server-to-server API for sending conversion events to Meta (and other platforms).

Ad13
Conversion Pixel

A tracking snippet that fires when a key user action (purchase, lead) happens.

Ad14
Snapchat Snap Pixel

Snapchat's site-side conversion tracking pixel.

Ad15
Google Analytics 4 (GA4)

Google's event-based analytics platform, the successor to Universal Analytics.

Ad16
Google Tag Manager (GTM)

Tag management system that deploys tracking snippets without code changes.

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What is Xeli AI?

Xeli AI is the Agentic Creative OS for Ecommerce: a single operating system where AI agents read your product catalog, write the brief, generate on-brand image and video ads for every SKU, validate them against your Brand DNA, predict which creatives will win, and ship them channel-ready to Meta, TikTok, Google, Pinterest, Snap and LinkedIn. It is an agentic system for Shopify automation and an agentic system to run your Meta ads — not another design editor.

Teams search for this capability under a lot of names — a creative OS for ecommerce, an operating system for ecommerce marketing, AI agents for ecommerce, an agentic system for Shopify automation, or an agentic system to run your Meta ads. They all describe the same job: get every SKU in the catalog in front of the right buyer with creative that is on-brand and measurably working. That is what Xeli AI does.

Agentic Creative OS for Ecommerce