Every brand tells you what it is. The AI models tell buyers something else. We read each brand's own homepage, mapped its self-messaging onto the questions buyers ask, and checked it against how the models actually rank it. Where those diverge is a self-message the models have not absorbed, and the clearest proof that content, not claims, drives AI answers.
Each of these brands describes itself as one thing, but does not appear among the top brands AI recommends for it. The right column shows where the models place the brand strongest instead. Sorted by how strong that real footprint is.
Build, deploy, and manage internal tools with Retool's unified engine. Connect to any database, API, or LLM.
Positions itself there in its own words: "Trusted by 10,000+ teams to generate production-ready AI applications"
The HR platform that people love — HR and AI tools to manage people and performance on one trusted platform.
Positions itself there in its own words: "The HR platform that people love"
Autonomous B2C CRM unifying AI-powered email marketing and SMS for consumer brands
Positions itself there in its own words: "the AUTONOMOUS B2C CRM"
AI-powered HR software and people platform that raises talent density, from first interview to compensation.
Positions itself there in its own words: "One HR platform, from first interview to compensation"
The Enterprise AI Platform for HR, Finance, and IT
Positions itself there in its own words: "The Enterprise AI Platform for HR, Finance, and IT"
SEO rank tracker & AI visibility tool tracking rankings and AI citations across ChatGPT, Claude, Gemini, and Perplexity.
Positions itself there in its own words: "unified with AI visibility in ChatGPT, Claude, Gemini, and Perplexity"
AI-powered platform to build full-stack enterprise internal apps, AI agents, and workflows in minutes
Positions itself there in its own words: "From prompt to production with an all-in-one AI-powered app builder, automation agents, database, and integrations."
AI-powered collaboration, customer experience & devices platform trusted by leading global brands
Positions itself there in its own words: "AI-Powered Collaboration, Customer Experience & Devices"
Enterprise SEO and AI Search platform that helps teams grow traffic, revenue, and visibility across Google, AI Overviews, ChatGPT
Positions itself there in its own words: "Enterprise SEO and AI Search Platform"
AI search optimization platform to be found by shoppers, bots, and agents everywhere they search
Positions itself there in its own words: "Be found everywhere consumers, bots, and agents search for your brand"
Build & Govern AI Generated Enterprise Apps — IT manages auth, integrations, access controls and auditing centrally.
Positions itself there in its own words: "Build and Govern AI Generated Enterprise Apps"
Agentic Marketing Platform powered by the industry-leading Composable CDP: AI marketing that knows your brand, customers, and business.
Positions itself there in its own words: "Plan, create, and execute your marketing faster and more autonomously"
AI-powered CRM for small businesses to manage clients, projects, proposals, contracts, invoices, and payments.
Positions itself there in its own words: "the AI-powered CRM for small businesses"
all-in-one experience intelligence platform with Experience and Product Analytics and Voice of Customer tools
Positions itself there in its own words: "Experience and Product Analytics and Voice of Customer tools"
AI work platform for managing projects, automating workflows, and connecting teams securely
Positions itself there in its own words: "the AI work platform for managing projects, automating workflows, and connecting teams securely"
AI development platform combining low-code with AI-driven software development for enterprise apps and custom agents
Positions itself there in its own words: "OutSystems combines a low-code foundation with AI-driven software development to deliver enterprise apps and custom agents with full SDLC governance"
End-to-end data integration, data quality, & analytics solutions via a data fabric
Positions itself there in its own words: "end-to-end data integration, data quality, & analytics solutions"
No-Code App Builder with AI & Visual Canvas — build and publish iOS, Android, and web apps, no code required.
Positions itself there in its own words: "The Visual No Code App Builder – Now Powered By AI"
Qlik delivers a data fabric and next-level insights with end-to-end data integration, data quality, & analytics solutions.
Positions itself there in its own words: "end-to-end data integration, data quality, & analytics solutions"
Comprehensive AI talent management software built for HR leaders to grow high-performing teams and drive better employee engagement.
Positions itself there in its own words: "drive better employee engagement"
Powerful helpdesk software that centralizes customer communication in one place for a great service experience.
Positions itself there in its own words: "One central platform for all your support cases"
Trusted email API and marketing campaigns platform, now part of Twilio.
Positions itself there in its own words: "Email Marketing Campaigns"
We read each brand's homepage (title, description, and headline copy) and classified the categories and ICP it claims, using the same taxonomy as the index. Whether a brand is "absent" from a claimed category comes from the Thunderdome index, which measures how ChatGPT, Claude, and Gemini rank the field from their model knowledge (July 2026). On each brand's own page we also map the specific segments it claims (enterprise, HIPAA, free) against the grounded slot measurements, where the assistants answer with live web access; the index trunk moves to that same grounded surface at the next snapshot. We read 421 of 458 homepages; the rest block automated readers. Full methodology.