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Aiprobase is a structured-data platform that helps businesses become accurately discoverable and recommendable by AI assistants such as ChatGPT, Perplexity, Gemini, and Claude.

Last updated September 28, 2026

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Overview

Aiprobase is a business structured-data platform built for AI discoverability. Rather than optimizing for traditional search-engine rankings, it focuses on the shift in how people find services: instead of scanning a list of links, users now ask AI assistants such as ChatGPT, Perplexity, Gemini, or Claude for a recommendation, and the assistant names one or two options. Aiprobase's premise is that most businesses are invisible or misrepresented in those answers because the facts about them are scattered, inconsistent, and unverified across the web, so AI fills the gaps with guesses. The product works by having a business fill out a simple profile covering its services, contact details, and other key facts. Aiprobase turns that into one clear, structured version of the facts that AI systems can rely on, and publishes it as a public, machine-readable page that AI crawlers can read freely. Downloadable files — JSON-LD, Markdown, and llms.txt — are included so businesses can extend the same structured data to their own websites. Publishing a basic profile is free. A paid "Verified" tier, priced at $25 per year, unlocks additional fields such as AI search keywords, pricing, delivery details, and authority signals, and adds a verified trust badge embedded in the profile's machine-readable data. Verified profiles are also pushed to search indexes via sitemap and IndexNow, so updates can reach Bing — and through it ChatGPT Search — within minutes. The company positions ongoing freshness as part of the service, encouraging users to keep their profiles current. Aiprobase frames its mission around two sides of the same problem: people using AI need accurate answers, and businesses need to be represented accurately. It describes its work as building the structured data layer that connects both, today for AI search and tomorrow for agent-to-agent discovery. The company cites research on AI answer accuracy — including a Tow Center for Digital Journalism study at Columbia University that tested eight AI search engines across 1,600 queries and found more than 60% returned incorrect information — as evidence of the gap it aims to close. It also points to the decline of organic search clicks on queries with AI Overviews as a reason businesses can no longer rely on SEO alone. Aiprobase presents itself as an alternative to closed platforms that control who gets seen based on paid placement and narrow criteria, arguing that small businesses, freelancers, and home-based specialists are often excluded. Its public-facing materials emphasize financial transparency, data and privacy, public accountability, and a stated team and set of principles. The company operates globally through its website and is associated with the United Kingdom.

History

Aiprobase emerged around the shift from traditional search to AI-mediated discovery. Its own account of why it exists begins with the observation that the internet is changing faster than most businesses realize: traditional search is fading, and people increasingly ask AI agents for recommendations, research, and decisions. The company argues that when users ask ChatGPT, Perplexity, Gemini, or Claude to find a service provider, the results are often wrong — irrelevant companies, outdated information, and fabricated details presented with confidence. To substantiate the problem, Aiprobase cites a study by the Tow Center for Digital Journalism at Columbia University that tested eight AI search engines across 1,600 queries and found that more than 60% returned incorrect information, with ChatGPT Search answering incorrectly in 67% of test queries (134 of 200) and inventing answers rather than admitting uncertainty. Aiprobase's diagnosis is that the problem is not AI itself but that information about a business is scattered, inconsistent, and unverified across the web, so AI fills the gaps with guesses. A well-designed website, in its view, tells a story to people but does not give AI one authoritative set of facts. The company also describes a second, business-side problem: closed platforms control who gets seen based not on quality but on paid placement and strict platform criteria, often excluding small businesses, freelancers, and home-based specialists that lack a physical storefront or brand registration. Aiprobase positions its structured-data layer as the connective tissue between accurate AI answers and accurate business representation, initially for AI search and eventually for agent-to-agent discovery. The product itself is organized around a simple workflow. A business fills out a profile answering questions about its services and contact details; Aiprobase builds that into one clear, structured version of the facts AI can rely on. The profile is published for free as a public, structured page readable by ChatGPT, Perplexity, Gemini, and other AI crawlers, with downloadable JSON-LD, Markdown, and llms.txt files for extending reach to the business's own website. An upgrade to the Verified tier unlocks AI search keywords, pricing, delivery details, and authority signals, and embeds a verified trust badge in the profile's machine-readable data. Verified profiles are pushed to search indexes via sitemap and IndexNow, so updates reach Bing — and through it ChatGPT Search — in minutes. The Verified tier is priced at $25 per year, and the company emphasizes keeping profiles current. Aiprobase's public materials also outline a mission, vision, and principles covering financial transparency, data and privacy, public accountability, and a team section. The company frames the current moment as a window that is open but not for long, noting that over half the web carries structured data but almost all of it is page boilerplate, and that only about 7% of web pages describe the organization behind them. It presents profile setup as taking about 30 minutes. Aiprobase operates through its website and is associated with the United Kingdom.

Products and positioning

A structured-data layer that makes businesses accurately discoverable and recommendable by AI assistants, positioned as an alternative to closed platforms and SEO-only visibility.

  • Free structured business profile

    A public, structured page built from a business's answers about its services and contact details, readable by AI crawlers such as ChatGPT, Perplexity, and Gemini, with downloadable JSON-LD, Markdown, and llms.txt files.

  • Verified tier

    A $25/year upgrade that unlocks AI search keywords, pricing, delivery details, and authority signals, embeds a verified trust badge in the profile's machine-readable data, and pushes the profile to search indexes via sitemap and IndexNow.

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