profile.json: Structured Business Data for AI Systems
One canonical JSON file that describes your business to machines - AI assistants, agents and integrations read it directly instead of scraping your website.
AI systems increasingly want data, not prose. When an AI agent needs to know what a business sells, where it operates or how to contact it, the ideal source is not a marketing page to be scraped and interpreted - it is a structured file with named fields it can parse deterministically. That is what profile.json is: a machine-readable JSON representation of your business.
BScale AI generates and serves a profile.json for every published business profile. It sits alongside your public profile page and llms.txt at /p/<your-slug>, forming the structured-data layer of your AI visibility stack: the page is for humans, llms.txt is for language models reading text, and profile.json is for software consuming fields.
Like the rest of the profile, it is fully independent of your website and requires zero technical work. You maintain your business information once inside BScale; the JSON is produced from it and stays in sync.
Why AI systems prefer structured data over web pages
When an AI reads a web page, it must guess: is this string an address or a slogan? Is that number a price or a phone number? Guessing produces the wrong-facts problem every business owner has seen - assistants confidently stating outdated hours or a wrong service area.
Structured JSON removes the guessing. Each fact lives in a named field, so a consuming system knows exactly what it is reading. For your business this means the difference between an AI that describes you approximately and one that describes you precisely.
It also opens the door beyond chat assistants: automation tools, directories and AI agents that act on behalf of consumers can all consume a stable JSON endpoint far more reliably than they can scrape a site.
Privacy-aware by design
Publishing machine-readable data raises an obvious question: what exactly gets exposed? BScale's profile.json is privacy-aware - it contains only the business information you choose to publish publicly. Internal workspace data, campaign data, customer data and analytics never appear in it.
You stay in control through your BScale workspace: the profile is generated from the information you maintain there, and what you keep private stays private. BScale's broader security posture - encrypted credentials, CSRF protection, per-request CSP and an append-only audit log - applies to the platform that produces the file.
One source of truth across every AI-facing format
The real operational win is consistency. Businesses that hand-maintain descriptions across a website, directories and social pages inevitably drift: one place says the old address, another the old offering. AI systems reading conflicting sources either pick one arbitrarily or lower their confidence in all of them.
With BScale, profile.json, llms.txt, the human-readable profile page and the Schema.org JSON-LD are all generated from the same underlying business record. Update it once and every machine-facing surface tells the same story.
Crawler analytics close the loop: you can see AI systems fetching your profile resources, confirming the structured data is being consumed rather than sitting unread.
Frequently asked questions
- What is profile.json?
- profile.json is a machine-readable JSON file describing a business in structured fields - what it does, what it offers, where it operates and how to reach it. AI systems and software integrations can parse it directly instead of scraping and interpreting a website. BScale AI generates one automatically as part of your public AI business profile.
- What is the difference between profile.json and llms.txt?
- Both describe your business to machines, in different formats for different consumers. llms.txt is curated plain text designed for language models that read prose. profile.json is structured JSON with named fields, designed for software that parses data programmatically. BScale serves both from the same profile, generated from the same business record.
- Is my private business data exposed in profile.json?
- No. The file is privacy-aware and includes only the information you choose to publish on your public profile. Campaign data, customer data, financials and anything internal to your BScale workspace are never included.
- Do I need a developer to set up structured business data for AI?
- Not with BScale. The profile.json is generated and hosted automatically as part of your public profile at /p/<your-slug>. You maintain your business information in the BScale interface; the structured file is produced from it with no coding, hosting or manual JSON editing.
- Who actually consumes a business profile.json?
- AI crawlers building knowledge about businesses, answer engines composing recommendations, and integrations or agents that need reliable business data. BScale's analytics show AI-crawler visits to your profile, so you can verify the file is being fetched in practice.