How it works
How AI decides which businesses to recommend.
When someone asks ChatGPT, Google, or Perplexity for a local business, the answer comes from structured data. Here is what that means and how Operator builds it for you.
What AI looks for when someone asks for a recommendation
AI does not browse the web the way people do. It reads structured data, parses schema markup, checks review signals, and looks for machine-readable content. Businesses without these signals are invisible to AI search.
Schema markup
Structured data that tells AI your business name, category, location, hours, services, and ratings in a format it can parse instantly.
Review signals
Review count, average rating, recency, and whether the owner responds. AI weighs all of these when deciding which businesses to cite.
Content freshness
A website last updated in 2021 is less trustworthy than one refreshed this month. AI favors recent, relevant content.
llms.txt
A machine-readable file that summarizes your business for language models. Like robots.txt, but designed for AI search.
What Operator builds for your business
The first thing Operator builds for you is the site: a living preview built from your scan, then improved weekly until DNS flip. The same AI team also activates reviews, calls, quotes, and follow-up when those channels are connected.
Structured website with schema markup
Every page on your Operator site includes LocalBusiness schema, service descriptions, pricing signals, and geographic data. When AI reads your site, it finds clean, parseable information instead of a wall of unstructured text.
Schema.org markup tells AI exactly what your business does, where you operate, what you charge, and how customers rate you.
Review signal management
Your reviews are pulled from Google, surfaced on your site, and structured so AI can read them. Review count, average rating, recency, and response rate all factor into whether AI recommends you.
Businesses with recent reviews and owner responses rank higher in AI answers than those with stale or unresponded reviews.
Google Business Profile sync
Your hours, photos, services, and contact info stay consistent between your website and your Google Business Profile. Inconsistencies confuse AI and reduce your chances of being cited.
When AI sees matching data across your site and GBP, it treats your business as more trustworthy.
llms.txt and machine-readable content
Operator adds an llms.txt file to your site that tells AI exactly what your business does, where you work, and how to contact you. This is the emerging standard for making websites AI-readable.
llms.txt is like robots.txt but for language models. It gives AI a clean summary of your business in a format designed for machine consumption.
How your presence stays current
Building a site once is not enough. AI favors businesses with fresh signals. Operator keeps every layer updated on a regular cadence.
- ✓New reviews pulled and surfaced on your site
- ✓Content refreshed with local market context
- ✓Competitor positions tracked and compared
- ✓SEO audit and meta tag refresh
- ✓Schema markup updated with new services or hours
- ✓Seasonal content rotated based on search trends
- ✓Google Business Profile kept in sync
- ✓llms.txt updated when your business changes
- ✓New pages added as services expand
When you want it handled
Free gets you the scan. Sites starts when you flip DNS to the preview. The rest of Operator starts when you connect the platform it will operate: reviews, calls, quotes, invoices, follow-up, and market alerts.
Operator, free
Weekly health score, competitor tracking, market alerts, shareable reports. No credit card, no trial expiration.
Check my score, freeActivate the team
Sites goes live when DNS points at the preview. Other work activates only after the relevant channel is connected, so Operator can prove the win it is charging for.
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