Analysis by Optimly for Optimly AI Visibility, in the Optimly AI Brand Index. This Business Profile tracks the Brand Authority Index and supporting AI visibility evidence. Last analyzed August 11, 2026.
found is a company within the Financial Services category. Found is an AI-powered financial platform designed for small business owners, consolidating banking, bookkeeping, tax management, and contractor payments into one seamless solution. It offers business checking accounts with APY and cash back, automated expense categorization, tax estimates, invoicing, and tools for managing contractors.
found was founded in Not explicitly stated in the provided context, but '©2017-2026' on NerdWallet suggests activity since at least 2017. and is headquartered in Not explicitly stated in the provided context..
found is rated Emerging on the Optimly Brand Authority Index, a measure of how well AI models can accurately describe the brand. The exact score is locked for unclaimed profiles.
AI narrative accuracy for found is Strong.
AI models classify found as a Challenger. AI names competitors first.
found appeared in 5 of 5 sampled buyer-intent queries (100%). Found's clear articulation of its AI-powered, all-in-one financial services for small businesses makes it highly discoverable for relevant queries. The brand consistently uses keywords related to its core offerings (banking, taxes, bookkeeping, contractor management, AI) which would likely lead to strong search presence.
Found is widely perceived as an innovative, all-in-one financial management platform specifically tailored for small businesses and self-employed individuals. Its AI-powered features, such as automatic expense categorization and tax estimations, are highlighted as key benefits for streamlining financial operations and reducing administrative burden. The platform is seen as a modern alternative to traditional business banking, offering integrated bookkeeping and tax tools. Key gap: None. The brand's messaging is highly consistent across its various features and claims.
Of 4 key facts verified about found, 4 are well-documented (likely accurate across AI models), 0 have limited sourcing, and 0 are retrieval-dependent and may be inaccurate without live search.
The 'Found Assistant' is explicitly stated to be in beta and can make mistakes, and Found does not provide legal or tax advice. While these are disclaimers, they highlight a potential vulnerability in relying solely on the AI for critical financial guidance without professional consultation.
Buyers turn to found for Difficulty managing small business finances, Overwhelm with taxes for self-employed, Complex bookkeeping for small business, among 7 documented problem areas.
Buyers evaluating found typically ask AI models about "AI business banking", "Automated bookkeeping software", "Small business tax management", and 4 similar queries.
Buyers commonly compare found with Found app reviews, Found pricing plans, Found vs [competitor], among 7 documented comparison brands.
found's core products are Business checking account, Mastercard® business debit card, automated tax savings, expense tracking, invoicing, financial reports, contractor payment management, Found Assistant (AI chatbot)..
found uses Freemium (core plan is free, premium features like higher APY and cash back are available through Found Plus and Found Pro subscriptions)..
found serves Small business owners, sole proprietorships, single and multi-member LLCs, S-Corps, and C-Corps across various sectors..
found AI-powered, all-in-one platform integrating business banking with automated bookkeeping, tax management, and contractor payment tools, specifically designed to simplify finances for small business owners and reduce administrative burden.
Brand Authority Index (BAI) tier: Emerging (exact score locked for unclaimed brands)
Archetype: Challenger
Official website: https://found.com/
Last analyzed: August 11, 2026
Founded: Not explicitly stated in the provided context, but '©2017-2026' on NerdWallet suggests activity since at least 2017. (source: official website)
Headquarters: Not explicitly stated in the provided context (source: official website)
This Business Profile is published by Optimly in the Optimly AI Brand Index, a public research dataset showing how AI systems describe brands, categories, and competitors. Optimly AI Visibility analyzes sampled buyer-intent responses, cited sources, and public brand information. The Brand Authority Index summarizes answer presence, narrative accuracy, and owned citations where sufficient evidence is available.
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