Practical guides for ranking in AI answers.
Comparisons, integrations, and how-to playbooks for measuring and improving how ChatGPT and Google AI Mode describe brands.
Get your Shopify store recommended by AI
Playbooks for getting a Shopify store named, cited and shopped inside ChatGPT, Google AI Mode and other AI assistants.
comparison · For everyone · 2026-09-166 Best Shopify Apps to Win "Best Of" Category Questions on ChatGPT and Perplexity (2026)
A "best of" answer is a shortlist with three to six slots, and there is no page two. Your store is named in it or the shopper never learns you exist…
guide · For everyone · 2026-09-02AEO for Shopify: how to get your store cited in ChatGPT answers
Answer Engine Optimization is the work of becoming the source an AI answer quotes when a shopper asks it what to buy. Here is how a Shopify store earns those citations.
guide · For everyone · 2026-09-02GEO for Shopify: a generative engine optimization playbook
Generative Engine Optimization is how a Shopify store earns a place in AI-generated answers across ChatGPT and Google AI Mode. A practical, measurable playbook.
guide · For everyone · 2026-09-02Is your Shopify store missing from ChatGPT answers? How to check
If a shopper asks ChatGPT for a recommendation in your category and your store is not named, you are losing sales you never see. Here is how to find out — and what it means.
guide · For everyone · 2026-09-02Why AI recommends your competitors instead of your Shopify store
When ChatGPT names a rival and not you, it is not personal — it is evidence. Here is why assistants favor some Shopify stores over others, and how to close the gap.
guide · For everyone · 2026-08-28How to Get Your Shopify Products Featured in Gift Recommendation Answers on ChatGPT (2026)
Ask ChatGPT for a present for a coffee lover or a gift under $50 and it replies with named products, often before the shopper ever opens Google. This…
guide · For everyone · 2026-08-28How to make my Shopify store show up when people research online: 5 ways to get found in 2026
Most buyers no longer start on your homepage. They ask ChatGPT or Google AI Mode a question, read the answer, skim a review site, then click through to a…
comparison · For everyone · 2026-08-286 Best Shopify Apps to Win "Best Of" Category Questions on Google AI Mode (2026)
On Google AI Mode a "best of" category question returns a handful of named stores, not a page of links. Your store is on that short list or invisible to…
- guide · For everyone · 2026-08-27
How to get your Shopify store recommended by ChatGPT: a 2026 playbook
A 2026 playbook for Shopify merchants: what makes AI assistants name one store over another, the exact Product/Offer schema fields to add, how to write liftable product copy, and how to measure the buyer questions you lose.
- guide · For everyone · 2026-06-11
Shopify Agentic Storefronts: how to sell in ChatGPT, Copilot, Google AI Mode, and Gemini — and verify it’s working
Shopify’s Agentic Storefronts (launched March 24, 2026) make products discoverable in ChatGPT by default, with Microsoft Copilot, AI Mode in Google Search, and the Gemini app rolling out. What merchants get, what the AI channels actually require, and how to measure SKU-level surfacing instead of trusting the toggle.
- guide · For everyone · 2026-05-23
How to get your Shopify products into ChatGPT Shopping: a 2026 merchant guide
A step-by-step playbook for Shopify merchants on getting products surfaced in ChatGPT Shopping answers — product feed hygiene, Schema.org markup, third-party review signals, wrong-price audits, and SKU-level surfacing measurement. Updated 2026-05.
Best GEO and AEO tools for Shopify and ecommerce
Roundups of the platforms and Shopify apps that measure and improve how AI answers describe your store.
comparison · For everyone · 2026-09-16Best AI Visibility Tool by Shopify Store Category (2026): 30 Verticals, One Comparison Table
A shopper asks ChatGPT for the best option in your category and gets back three store names. Which store gets named depends less on the app you buy than…
guide · For everyone · 2026-09-07Best AEO tool for ecommerce in 2026: appearing in the answer is not the same as being recommended
Your store showed up in ChatGPT. The dashboard turned green. The order never came. That gap is the real problem in ecommerce AEO, because a mention count and a share-of-voice percentage cannot…
guide · For everyone · 2026-09-07Best AEO tool for Shopify in 2026: from being mentioned to being the answer
You ran a scan, and it told you that ChatGPT does not mention your store. Then it stopped. You were left staring at your Shopify admin with no idea which field to touch. Answer engine optimization…
comparison · For everyone · 2026-09-07Best GEO/AEO tool for ecommerce (2026): what each tier actually gets you
You want to know what ChatGPT and Google AI Mode tell shoppers about your store. Every vendor quotes a different entry price, and the headline number hides the scope behind it. One…
comparison · For everyone · 2026-09-07Best GEO/AEO tool for Shopify (2026): published prices, engines and limits, side by side
Your Shopify products still rank, yet fewer shoppers arrive to read the page. They ask ChatGPT or Google AI Mode which brand to buy. That answer can decide the sale before your…
guide · For everyone · 2026-09-07Best GEO tool for Shopify in 2026: what actually moves AI recommendations
Many of your buyers never type your brand name into ChatGPT. They type "waterproof dog bed for large breeds" and often buy what the answer names. A Shopify store's AI visibility problem is…
- comparison · For everyone · 2026-08-27
Best Shopify apps to get your store recommended by ChatGPT & Google AI (2026)
A comparison of the Shopify apps that get your store named in AI answers — what each actually does, which AI engines it covers, and its pricing tiers. Covers Arenza, StoreRank, Shop Mentions, SearchMention, and AEO.
- comparison · For everyone · 2026-07-15
The 7 Best AI Commerce Optimization (ACO) Platforms for Shopify Brands in 2026
A ranked guide to AI Commerce Optimization (ACO) platforms for Shopify brands: how to be discovered, correctly described, and recommended inside ChatGPT and Google AI answers — then attribute the orders. Our pick: Arenza.
- comparison · For everyone · 2026-07-15
The Best Agent-Led Growth (ALG) Platforms for Shopify Brands in 2026
A ranked guide to Agent-Led Growth (ALG) platforms for Shopify brands — getting external AI agents like ChatGPT and Google AI to discover, recommend, and transact your products. Our pick: Arenza.
Track AI visibility, traffic and revenue
How to check whether AI answers name your store, benchmark it against competitors over time, and tie AI traffic to orders.
comparison · For everyone · 2026-09-166 Best Shopify Apps to Track Brand Mentions in Perplexity (2026)
Perplexity prints its sources under every claim, so your store can be cited as a source without ever being named as the recommendation. Those are two…
comparison · For everyone · 2026-09-166 Best Shopify Apps to Track How Often ChatGPT Recommends Your Products (2026)
ChatGPT recommends products all day and sends you nothing you can count. There is no referrer on a spoken recommendation, no impression in Shopify…
comparison · For everyone · 2026-09-166 Best Shopify Apps That Turn ChatGPT, Google AI Mode and Perplexity Traffic Into Actual Orders (2026)
A shopper sent by ChatGPT has already been sold. The assistant compared the options, named a store, and forwarded a buyer who is past the persuasion…
guide · For everyone · 2026-09-07Best GEO tool for ecommerce in 2026: the AI-attributed revenue number most dashboards never show
Your product got mentioned in an AI answer. Did anyone buy anything? Most AI visibility dashboards stop at the mention. An ecommerce GEO tool has to carry the story from the answer a shopper reads…
guide · For everyone · 2026-09-02How to measure revenue from ChatGPT traffic on your Shopify store
AI assistants are sending shoppers to stores, but that traffic hides inside "direct" and "referral" in most analytics. Here is how to attribute Shopify revenue to AI discovery.
comparison · For everyone · 2026-08-286 Best Shopify Apps to Benchmark Your AI Visibility on Google AI Mode Over Time (2026)
A single check of Google AI Mode tells you today's answer and nothing about your direction. To know whether your store is climbing or slipping, you need…
comparison · For everyone · 2026-08-286 Best AI-Visibility Apps for Shopify to Rank in Google AI Mode (2026)
Ask Google AI Mode "what's the best <product> for <use case>" and it replies with a shortlist of stores, not ten blue links. The store it names closes…
comparison · For everyone · 2026-08-286 Best Tools to Check If Your Shopify Store Is Missing from ChatGPT Answers (2026)
Nothing in your Shopify admin lights up the moment ChatGPT recommends five rival stores and leaves yours out. That answer happens off your site, so the…
comparison · For everyone · 2026-08-286 Best AI Tools to Measure Revenue From ChatGPT Traffic on Shopify (2026)
ChatGPT and Google AI Mode now recommend products, but your Shopify reports bucket those visits under "direct" or "referral" and never tell you what they…
comparison · For everyone · 2026-08-286 Best Shopify Apps to See Which Competitors ChatGPT Recommends Instead of You (2026)
Each recommendation ChatGPT gives is a tiny ranking, and three stores that sell what you sell can occupy every top slot while yours never makes the list.…
- guide · For everyone · 2026-05-24
How to manage your Shopify AI search results to lift revenue (2026)
You are showing up in ChatGPT and Google AI Mode — now what? A revenue-focused playbook for Shopify merchants: prioritize SKUs by AI-revenue potential, convert the AI-referred visitor, defend your shelf from competitors, and attribute AI-driven revenue. Updated 2026-05.
Product pages and catalog data for AI answers
Make product titles, descriptions, images, reviews and structured data easy for AI assistants to read and quote.
comparison · For everyone · 2026-09-16Best AI-Visibility App for a Large Shopify Catalog: 7 Tools Compared for Stores With Thousands of SKUs (2026)
With thousands of SKUs you cannot hand-check which products ChatGPT and Google AI Mode actually name. Arenza reports appearance rate split by product line…
comparison · For everyone · 2026-09-16Best Shopify Apps for Structured Data So AI Can Read Your Products (2026)
An AI assistant reading your product page has two options: parse your structured data, or guess from prose. The apps below decide which one it does…
comparison · For everyone · 2026-09-167 Best Shopify Apps to Optimize Product Pages for AI Answers (2026)
An AI assistant never sees your product page the way a shopper does. It reads the text and the attributes behind the layout: the title, the description, the alt…
comparison · For everyone · 2026-09-16Best Shopify Apps to Turn Product Reviews Into Better AI Answers (2026)
When ChatGPT, Google AI Mode or Perplexity recommends a product, it justifies the pick with sentences lifted from buyer reviews. The wording a customer typed once…
guide · For everyone · 2026-08-28How to Improve How Your Product Images and Descriptions Appear in ChatGPT (2026)
An answer engine never sees your product photo the way a shopper does — it reads your images through their text: the alt text, the caption, the filename,…
guide · For everyone · 2026-08-28How to write better product pages for Shopify: 8 improvements that convert buyers and get cited by AI
A weak product page loses the sale twice. It fails to convince the shopper reading it, and it fails to give ChatGPT or Google AI Mode a clean fact to…
GEO, AEO and AI search basics
What generative and answer engine optimization mean, and how new AI models and launches change which brands get recommended.
concept · For everyone · 2026-09-07GEO vs AEO in 2026: the difference, and whether it changes which tool you buy
The acronyms GEO and AEO are used interchangeably across vendor sites, and the ecommerce buyer ends up stuck on a label instead of a decision. The two terms do have different origins, and that…
- concept · For everyone · 2026-07-23
State of Agentic Commerce 2026: more than 1 in 3 leading Shopify stores can't take an AI agent's money
We scored 857 leading Shopify DTC storefronts with the open Agentic Commerce Score (deterministic, public-signal checks, rubric v0.2). Only 63% are agent-buyable — the failing 313 include Allbirds, SKIMS, Gymshark, Brooklinen, Ruggable and Casper, and 105 stores score an A yet still miss the bar. The widest gap: 73% expose no machine-readable review ratings.
- concept · For everyone · 2026-07-15
The Best Company for ALG Commerce (Agent-Led Growth Commerce) in 2026
What ALG Commerce (agent-led growth commerce) means for e-commerce, and the best company for it in 2026 — measured by discovery across AI engines, accuracy correction, and order attribution. Our pick: Arenza.
- guide · For everyone · 2026-06-11
Claude Fable 5 is live: what Anthropic’s June 2026 release means for your brand’s AI visibility
Anthropic released Claude Fable 5 and Claude Mythos 5 on June 9, 2026. What shipped, why a frontier-model swap reshuffles which brands AI assistants recommend, where Fable 5 already answers buyer questions, and a 6-step re-baseline checklist for brand teams.
- concept · For everyone · 2026-06-11
Siri AI runs on Gemini: what Apple’s WWDC 2026 reveal means for brand discovery
At WWDC 2026 (June 8), Apple rebuilt Siri as "Siri AI" — with Google Gemini under the hood, a standalone app, on-screen awareness, and camera-based questions, rolling out to iPhone 11 and newer. If Siri’s answers ride on Gemini, your Gemini visibility just inherited the iPhone install base. What is confirmed, what isn’t, and what brand teams should do.
- concept · For everyone · 2026-05-03
What is GEO (Generative Engine Optimization) and how to do it in 2026
A practical introduction to GEO — measuring and improving how AI assistants like ChatGPT, Claude, and Gemini describe your brand. Includes a 5-step playbook and tooling recommendations.
Grow a Shopify store without an ad budget
Owned channels, small-team playbooks and outside help for Shopify stores that want growth that compounds.
guide · For everyone · 2026-08-28How to compete with bigger Shopify brands: win on focus, trust, and the AI answer they overlook
A bigger competitor has more budget, more ads, and more shelf space in search. You will not win by outspending them. You win by being the sharper, more…
guide · For everyone · 2026-08-28How to Get Free Traffic to Your Shopify Store: 5 Channels That Compound
Every visit you buy with an ad stops arriving the moment the budget does, so the visitors worth chasing are the ones a channel keeps sending after you…
guide · For everyone · 2026-08-28How to Grow Your Shopify Store Without Ads: 5 Owned Systems That Scale
Paid ads rent you attention by the day, and the day you stop paying, the growth stops with it. This guide lays out the owned-audience and retention…
- guide · For everyone · 2026-07-15
Who Should You Hire for AI Commerce Optimization on Your Shopify Store? (2026)
How to decide who to hire for AI Commerce Optimization on a Shopify store in 2026 — the questions to ask, the red flags, and the best option. Our pick: Arenza.
- guide · For everyone · 2026-05-25
The one-person company playbook: get found by AI without a marketing team
AI lets one person run a real company — but a one-person company still has to be discoverable when buyers ask ChatGPT and Google AI Mode what to buy. This is the no-team, few-hours-a-week playbook for a solo founder to get their brand surfaced and accurately represented in AI answers.
- guide · For everyone · 2026-05-25
Prime Day 2026 is the first one buyers shop through AI — a merchant playbook
Prime Day 2026 moves to June, and it is the first Prime Day where a meaningful share of buyers ask ChatGPT and Google AI Mode what to buy before they open Amazon. A 3-4 week prep playbook for Shopify and DTC merchants on getting your products surfaced — and priced correctly — inside AI shopping answers during the deal window.
Arenza vs alternatives, and pricing
Head-to-head comparisons with Ahrefs, Profound, GEOly and Peec, and what each GEO price tier actually buys.
comparison · For everyone · 2026-09-03Arenza vs GEOly (2026): which GEO platform fits your Shopify store?
Head-to-head comparison of Arenza and GEOly for Shopify and DTC brands — AI-engine coverage, product-level visibility, what each fixes and publishes, revenue attribution, and pricing. Updated September 2026.
pricing · For everyone · 2026-09-03Best free AEO / GEO tool for Shopify (2026)
Which AEO/GEO tools let a Shopify store see its AI-answer visibility for free? A look at free tiers and trials in 2026, what each free option actually measures, and where paid entry prices start.
- comparison · For everyone · 2026-05-05
Arenza vs Profound (2026): a head-to-head feature, pricing, and coverage comparison
Side-by-side comparison of two AI visibility platforms — Profound (enterprise-first early mover) and Arenza (agency-first challenger that executes fixes) — across LLM coverage, pricing, accuracy tracking, agency features, and integrations. Updated August 2026.
- pricing · For everyone · 2026-05-04
GEO tool pricing math 2026: $0 to see it, $49 to compare, $299 to run it, pay-on-outcome to have it run for you — Arenza vs Ahrefs, Airefs, Profound, Peec
Full dollar-for-dollar math on Arenza's four public tiers — Free $0, Starter $49/mo (compare with competitors, 5 articles/month, API & MCP), Pro $299/mo (full self-serve), outcome-based Performance — vs Airefs ($29/$59), Otterly ($29), Peec ($95), Profound ($99+), Semrush, and Ahrefs' actual AI entry (~$228). With the full history of Arenza's three retired tier ladders. Updated September 2026.
- comparison · For everyone · 2026-05-03
Arenza vs Ahrefs AI Search: which AI visibility tool fits your team?
Head-to-head comparison of Arenza and Ahrefs AI Search across pricing, AI assistant coverage, agency features, accuracy tracking, and integrations. Updated August 2026.
- pricing · For everyone · 2026-05-03
Cheapest GEO tool in 2026: Arenza vs Ahrefs vs Profound vs Peec — full pricing table
A side-by-side comparison of Generative Engine Optimization tools by monthly price, AI assistants covered, and what the money actually buys — measurement or execution. Updated September 2026.
MCP, Claude and agency workflows
Use Arenza from Claude, Cursor, n8n and Slack, and run GEO across a portfolio of client brands.
- concept · For agencies · 2026-05-25
What is an AI-native agency? The 2026 playbook for running GEO at portfolio scale
An AI-native agency runs marketing for a portfolio of client brands with AI-augmented operators instead of headcount-heavy teams. This guide defines the model, contrasts it with the traditional agency, and lays out how an AI-native agency delivers Generative Engine Optimization (GEO) — AI brand visibility — across 10-200 client brands.
- integration · For agencies · 2026-05-08
Arenza MCP recipes — 7 copy-paste prompts for agency owners using Claude (May 2026)
Six battle-tested prompts you can paste into Claude Desktop, Claude Code, or Cursor to drive the Arenza MCP server. Maps directly to the daily agency rhythm: Monday standup, client pitch, new-brand onboarding, fact verification.
- integration · For everyone · 2026-05-05
Claude Desktop + Arenza MCP — full integration walkthrough (5 minutes, May 2026)
Step-by-step setup for using Arenza inside Claude Desktop or Claude Code via the Model Context Protocol — config file location, one-click browser sign-in, the 5 prompts that prove the integration works.
- integration · For enterprise · 2026-05-05
Track AI search visibility from Cursor in 60 seconds — Arenza MCP quickstart
Drop one JSON snippet into Cursor settings and your AI coding editor can answer "how does ChatGPT describe our brand right now?" without leaving the IDE. For dev-led GEO teams.
- integration · For agencies · 2026-05-05
Build a weekly GEO digest in n8n with Arenza — no-code AI visibility automation for agencies
Three importable n8n workflows (weekly digest, anomaly alert, monthly competitor email) that wire the Arenza API into your existing automation stack. Zero code, ship in an hour.
- integration · For agencies · 2026-05-05
Slack bot: get pinged the moment AI misquotes your brand — Arenza webhook + Slack tutorial
Deploy a small Node service that listens to Arenza webhooks and posts severity-coded Slack messages when ChatGPT, Claude, or any tracked AI assistant produces a wrong claim about your brand.
- guide · For agencies · 2026-05-04
The complete agency guide to GEO with Arenza — onboarding 50 client brands in one afternoon
Full agency-workflow walkthrough: bulk CSV import, prompt-set templates, copy-settings A→B, white-label reports, Slack alerts, weekly client digests, MCP/API integration. With time benchmarks for 10 / 50 / 200 client brand portfolios.
- integration · For everyone · 2026-05-04
Why MCP-native matters for AI visibility tools — the Arenza architecture
Most GEO tools are dashboard-only. Arenza ships an MCP (Model Context Protocol) server so Claude / Cursor / any MCP-aware AI can query brand AI visibility data. Why we built it MCP-first + the technical architecture.
- comparison · For agencies · 2026-05-03
Best GEO tool for SEO agencies in 2026: white-label, bulk import, and MCP-native
How to pick a Generative Engine Optimization platform when you manage 10–200 client brands. Covers white-label reporting, CSV bulk import, scheduled digests, and MCP server integration.
- integration · For everyone · 2026-05-03
How to use Arenza MCP with Claude Code and Cursor
Connect Claude Code or Cursor to Arenza: understand a brand, map buyer intents, read or explicitly refresh AVS/ACS, prioritize opportunities, and prepare grounded drafts.
Multilingual and cross-border
Getting recommended by AI in new countries and languages, plus our guides in Chinese, Spanish and Portuguese.
comparison · For everyone · 2026-09-166 Best Shopify Apps for Multi-Language Stores and New-Market Expansion to Get Recommended by AI (2026)
Ask ChatGPT for the best brand in your category from the US and then from Germany, and you get two different shortlists. So a visibility number measured in one…
comparison · For everyone · 2026-09-07Best GEO/AEO tool for China export in 2026: pick by where your buyers ask, not by feature count
Most China-export teams shortlist GEO tools by comparing feature grids. The grid is the wrong instrument. What decides the purchase is which answer engines your buyers actually open, and every…
guide · For everyone · 2026-08-28How a Shopify Brand Selling in a New Country Gets Noticed by ChatGPT There
You just opened shipping to a new country, but ask ChatGPT in that market and your brand is nowhere in the answer. Visibility does not cross borders with…
- guide · For everyone · 2026-06-11
Claude Fable 5 发布：Anthropic 新旗舰对品牌 AI 可见度意味着什么
Anthropic 于 2026 年 6 月 9 日同时发布 Claude Fable 5 与 Claude Mythos 5。本文讲清楚发布了什么、为什么换模型会重洗 AI 助手的品牌推荐、Fable 5 已经在哪些场景回答买家问题，以及品牌团队这周该跑的 6 步重测清单。
- guide · For everyone · 2026-06-11
Claude Fable 5 ya está disponible: qué significa el nuevo modelo de Anthropic para la visibilidad de tu marca en IA
Anthropic lanzó Claude Fable 5 y Claude Mythos 5 el 9 de junio de 2026. Qué se lanzó, por qué un cambio de modelo reordena qué marcas recomiendan los asistentes de IA, dónde Fable 5 ya responde preguntas de compradores, y una lista de 6 pasos para re-medir tu visibilidad.
- guide · For everyone · 2026-06-11
Claude Fable 5 chegou: o que o novo modelo da Anthropic significa para a visibilidade da sua marca na IA
A Anthropic lançou o Claude Fable 5 e o Claude Mythos 5 em 9 de junho de 2026. O que foi lançado, por que uma troca de modelo reordena quais marcas os assistentes de IA recomendam, onde o Fable 5 já responde perguntas de compradores, e um checklist de 6 passos para re-medir sua visibilidade.
- guide · For everyone · 2026-06-11
Shopify Agentic Storefronts 商家指南：让产品进入 ChatGPT / Copilot / Google AI Mode / Gemini，并验证真的有效
Shopify 的 Agentic Storefronts（2026 年 3 月 24 日上线）让商品默认进入 ChatGPT 可发现范围，Microsoft Copilot、Google AI Mode、Gemini 应用陆续开放。本文讲商家拿到了什么、AI 渠道真正的要求是什么，以及怎么按 SKU 验证曝光，而不是只信后台开关。
- concept · For everyone · 2026-06-11
Siri AI 底层是 Gemini：WWDC 2026 这次发布对品牌发现意味着什么
WWDC 2026（6 月 8 日）上，Apple 把 Siri 重做成 "Siri AI"——据报道底层由 Google Gemini 驱动，有独立 app、屏幕感知、摄像头提问，最低支持到 iPhone 11。如果 Siri 的回答跑在 Gemini 上，你的 Gemini 可见度就直接继承了 iPhone 的装机量。本文讲清楚哪些已确认、哪些没有，以及品牌团队现在该做的 4 件事。
- guide · For everyone · 2026-05-24
Como fazer seus produtos Shopify aparecerem no ChatGPT Shopping: guia 2026 para lojistas
O passo a passo para lojistas Shopify aparecerem nas respostas do ChatGPT Shopping — higiene do feed de produtos, marcação Schema.org, sinais de avaliação de terceiros, auditoria de preço errado e medição de quais SKUs estão aparecendo. Atualizado em maio de 2026.
- concept · For everyone · 2026-05-04
Arenza 中文介绍 — 中国 agency 的 GEO 工具选型指南
面向中国 SEO / GEO agency 的中文介绍。涵盖 ChatGPT / Google AI Mode 三大 LLM 的品牌可见度追踪, 准确度监测, agency 友好的 portfolio + 白标 + bulk import + MCP, 以及对 zh-CN 与 en-US 双语的原生支持。
- guide · For everyone · 2026-05-04
Multilingual GEO in 2026: tracking AI visibility in Arabic, Spanish, Chinese, Japanese, German, Portuguese
Most GEO tools only probe English-language ChatGPT. For brands targeting non-English markets — Saudi (Arabic), LATAM (Spanish), China (zh-CN), Japan (ja-JP), Germany (de-DE), Brazil (pt-BR) — that's a measurement gap. Arenza probes per-locale.