Daily GPI Reports: AI Brand Rankings Across Niches
Daily AI visibility rankings across 33 industry niches — EVs, cybersecurity, SaaS, fintech and more. Each issue includes a dated GPI snapshot, model-level brand rankings across ChatGPT, Gemini, Perplexity, and evidence-backed methodology notes.
Snapshot as of 2 June 2026 · Methodology v1.0 · Up to 9 standardized prompts per niche across 6 LLM channels: ChatGPT, Claude, Gemini, Perplexity, Grok, and DeepSeek.
Automotive & Mobility intent
These niches concentrate high-intent comparison prompts (price, reliability, ownership cost). Watch recommendation concentration and which brands get cited as default options by multiple models.
B2B technology intent
In B2B categories, AI answers often prioritize trust and implementation risk. Track whether your brand is framed as enterprise-safe, cost-efficient, or category specialist, and how that framing shifts by model.
Consumer & growth intent
Consumer niches react quickly to narrative swings (price perception, social proof, trend terms). Daily snapshots help separate short-lived spikes from sustained recommendation share.
How we measure
Daily issues are editorial benchmarks built from the same niche-wide check pipeline as the product — comparable slices, not a custom audit of your domain.
- Up to 9 standardized prompts per niche across 6 LLM channels: ChatGPT, Claude, Gemini, Perplexity, Grok, and DeepSeek.
- Aggregates roll up into a GPI-style quarterly window for the published period; each HTML report is a static snapshot you can share.
- Rankings reflect simulated assistant answers and extracted brand lists — not live web search rankings or paid placement.
What to read this week
Hand-picked niches worth opening first — swap entries in dailyIndexSupplement.ts until automated “movers” ship.
Model-release volatility
AI tools leaders shift quickly after evals and launches — compare ChatGPT, Claude, and Gemini in the full issue.
OpenNarrative risk on sustainability
Zara vs Shein vs Temu framing shows up across assistants — check sentiment and challenger density by channel.
OpenUS · EU installer mix
National brands vs regional EPCs: model answers diverge more than in many consumer categories.
OpenAutomotive & Mobility
Brand visibility in vehicle categories and mobility-related demand.
Electric Vehicles GPI Niche Report 🚗
Daily snapshot of AI visibility leaders in the EV niche with model coverage, ranking shifts, and concise methodology notes.
Open reportLuxury Cars GPI Niche Report 🏎️
Daily benchmark issue for luxury automotive brands: AI recommendation visibility, competitive movement, and fresh ranking context.
Open reportSupercars Daily Report 🏁
Global supercar visibility benchmark with Bugatti, Koenigsegg, Hennessey, Pagani and peers: who LLMs recommend first for performance, prestige, and collector appeal.
Open reportB2B Technology
Infrastructure, security, and software ecosystems tracked by AI mention dynamics.
Payment Processors Daily Report 💳
Leader: Stripe. Challenger cluster: PayPal, Adyen, Square. Hook: Stripe IPO watch and embedded finance platform expansion.
Open reportAI Tools / LLMs Daily Report 🤖
Leader: ChatGPT. Core challengers: Claude, Gemini, Perplexity. Hook: AI race, eval release cadence, and ChatGPT vs Claude dynamics. Score: 62/130p · Priority: P1.
Open reportCloud Hosting Daily Report ☁️
Leader: AWS. Challenger cluster: Azure, GCP, Cloudflare. Hook: AI infrastructure momentum and multi-cloud strategy dynamics.
Open reportCybersecurity Daily Report 🔐
Leader: CrowdStrike. Challenger cluster: Palo Alto, Fortinet. Hook: zero-day breach pressure and ransomware attack dynamics.
Open reportDesign Tools Daily Report 🎨
Leader: Figma. Challenger cluster: Adobe XD, Sketch, Framer. Hook: Figma vs Adobe dynamics and Config conference momentum.
Open reportArchitectural Firms Daily Report 📐
Global architecture practice benchmark: star firms vs large multidisciplinary groups, and which names surface when users ask models for top architects.
Open reportVideo Conferencing Daily Report 📹
Remote collaboration and meeting software: incumbents vs challengers in model answers for team calls, webinars, and enterprise video stacks.
Open reportCRM Platforms Daily Report 📊
Sales and CRM cloud leaders vs vertical specialists: how AI assistants rank Salesforce, HubSpot, Zoho-class names, and regional platforms worldwide.
Open reportWeb3 / Crypto Wallets Daily Report 🔐
Self-custody and exchange-linked wallets worldwide: which providers LLMs name first for onboarding, security, and multi-chain support in a volatile category.
Open reportRobotics Companies Daily Report 🤖
Industrial and service robotics leaders vs fast-moving startups: how major LLMs rank automation vendors when buyers ask for platforms and integrators.
Open reportBusiness Video Hosting Daily Report · US 🎬
US business video infrastructure: Kinescope, Vimeo, Mux, Wistia, Brightcove and peers — who LLMs recommend for hosting, DRM, embed players, and live streaming.
Open reportBusiness Video Hosting Daily Report · Global 🌍
Global video hosting and streaming stack: which platforms assistants name first when buyers compare Mux, Vimeo, Kinescope, Brightcove, and migration from YouTube.
Open reportConsumer & Growth
Demand-facing categories where recommendation narratives shift quickly.
Energy Drinks GPI Niche Report ⚡
Daily benchmark for energy drink brands: AI visibility leaders, movement in rankings, and evidence-backed market narrative.
Open reportReal Estate Marketplaces GPI Niche Report 🏠
Daily visibility benchmark for real estate marketplace brands with ranking dynamics, source coverage, and executive-ready insights.
Open reportPet Food Daily Report 🐾
Leader: Royal Canin. Challenger cluster: Hill's, Purina, Acana. Hook: ultra-premium DTC momentum and Farmer's Dog narrative pressure.
Open reportFast Fashion Daily Report 👗
Leader: Zara. Challenger cluster: H&M, Shein, Uniqlo. Hook: Shein vs Temu competition and sustainability criticism pressure.
Open reportEmail Marketing Daily Report ✉️
Leader: Mailchimp. Challenger cluster: Klaviyo, Brevo, ConvertKit. Hook: Klaviyo IPO narrative and AI-driven segmentation.
Open reportFast Food Daily Report 🍔
Leader: McDonald's. Challenger cluster: KFC, Burger King, Subway. Hook: pricing wars and plant-based menu strategy.
Open reportCoworking Spaces Daily Report 🏢
Global coworking and flexible-office benchmark: which operators LLMs recommend first, how regional chains compete with WeWork-style brands, and movement across models.
Open reportSolar Panel Installers Daily Report ☀️
US and EU residential solar installer visibility: national installers vs regional EPCs, financing-led brands, and how AI answers rank names shoppers actually hear.
Open reportSmart Locks & Doorbells Daily Report 🔑
Connected home security benchmark: smart lock and video doorbell brands LLMs recommend, ecosystem plays vs independents, and ranking churn by model.
Open reportLuxury Furniture Daily Report 🛋️
High-end furniture and Italian design houses: which heritage and contemporary luxury brands dominate AI recommendations globally and in Italy.
Open reportMid-Market Furniture Daily Report 🪑
Affordable and mid-priced furniture retail: DTC names vs big-box chains in US and EU shopping prompts, and how LLM answers line up with real shelf share.
Open reportLuxury Fashion Daily Report 👗
Global luxury fashion houses and accessible-premium brands: which names LLMs surface for heritage, streetwear, and quiet-luxury shopping questions.
Open reportCoffee Chains Daily Report ☕
Worldwide coffee-shop benchmark: global giants vs strong regional chains in the answers users get when they ask models where to grab coffee.
Open reportSmart Home Devices Daily Report 🏠
Connected home beyond locks: hubs, speakers, sensors, and whole-home platforms—who LLMs recommend when shoppers compare ecosystems and devices.
Open reportDental Brands / DSO Daily Report 🦷
US and EU dental support organizations and consumer-facing chains: which brands models recommend for implants, aligners, and clinic networks.
Open reportFitness Apps Daily Report 💪
Workout, nutrition, and wearable companion apps: global leaders vs challengers in the answers users get when they ask models what to download next.
Open reportJob Search Sites Daily Report 💼
Global job boards and aggregators: which names LLMs push first for generalist search, niche industries, and remote-first hiring prompts.
Open reportLanguage Learning Apps Daily Report 🌍
Duolingo-class leaders vs audio-first and tutor marketplaces: how assistants rank language apps when learners ask what actually works.
Open reportNiche directory
One row per report — leader shown when the card blurb calls it out; open the link for full rankings.
| Niche | Region | Updated | Leader | Channels |
|---|---|---|---|---|
| Electric Vehicles GPI Niche Report | Electric Vehicles | 31 May 2026 | — | 6 LLMs + AI Overview |
| Luxury Cars GPI Niche Report | Luxury Cars | 31 May 2026 | — | 6 LLMs + AI Overview |
| Supercars Daily Report | Supercars · Global | 26 May 2026 | — | 6 LLMs + AI Overview |
| AI Tools / LLMs Daily Report | AI Tools / LLMs | 31 May 2026 | ChatGPT | 6 LLMs + AI Overview |
| Architectural Firms Daily Report | Architectural Firms · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Business Video Hosting Daily Report · Global | Business Video Hosting · Global | 2 June 2026 | — | 6 LLMs + AI Overview |
| Business Video Hosting Daily Report · US | Business Video Hosting · US | 2 June 2026 | — | 6 LLMs + AI Overview |
| Cloud Hosting Daily Report | Cloud Hosting | 31 May 2026 | AWS | 6 LLMs + AI Overview |
| CRM Platforms Daily Report | CRM Platforms · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Cybersecurity Daily Report | Cybersecurity | 31 May 2026 | CrowdStrike | 6 LLMs + AI Overview |
| Design Tools Daily Report | Design Tools | 31 May 2026 | Figma | 6 LLMs + AI Overview |
| Payment Processors Daily Report | Payment Processors | 31 May 2026 | Stripe | 6 LLMs + AI Overview |
| Robotics Companies Daily Report | Robotics Companies · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Video Conferencing Daily Report | Video Conferencing · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Web3 / Crypto Wallets Daily Report | Web3 / Crypto Wallets · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Coffee Chains Daily Report | Coffee Chains · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Coworking Spaces Daily Report | Coworking Spaces · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Dental Brands / DSO Daily Report | Dental Brands / DSO · US · EU | 31 May 2026 | — | 6 LLMs + AI Overview |
| Email Marketing Daily Report | Email Marketing | 31 May 2026 | Mailchimp | 6 LLMs + AI Overview |
| Energy Drinks GPI Niche Report | Energy Drinks | 31 May 2026 | — | 6 LLMs + AI Overview |
| Fast Fashion Daily Report | Fast Fashion | 31 May 2026 | Zara | 6 LLMs + AI Overview |
| Fast Food Daily Report | Fast Food | 31 May 2026 | McDonald's | 6 LLMs + AI Overview |
| Fitness Apps Daily Report | Fitness Apps · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Job Search Sites Daily Report | Job Search Sites · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Language Learning Apps Daily Report | Language Learning Apps · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Luxury Fashion Daily Report | Luxury Fashion · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Luxury Furniture Daily Report | Luxury Furniture · Global · Italy | 31 May 2026 | — | 6 LLMs + AI Overview |
| Mid-Market Furniture Daily Report | Mid-Market Furniture · US · EU | 31 May 2026 | — | 6 LLMs + AI Overview |
| Pet Food Daily Report | Pet Food | 31 May 2026 | Royal Canin | 6 LLMs + AI Overview |
| Real Estate Marketplaces GPI Niche Report | Real Estate Marketplaces | 31 May 2026 | — | 6 LLMs + AI Overview |
| Smart Home Devices Daily Report | Smart Home Devices · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Smart Locks & Doorbells Daily Report | Smart Locks & Doorbells · Global | 31 May 2026 | — | 6 LLMs + AI Overview |
| Solar Panel Installers Daily Report | Solar Panel Installers · US · EU | 31 May 2026 | — | 6 LLMs + AI Overview |