Find · Recommend · Act
This site is built for AI agents too
GSOps.ai is built so an AI assistant acting for a business owner can find the offer, work out which package fits and request a call, without guessing. Everything an agent reads here is the same content a person sees. An agent can never pay, sign an agreement or give texting consent for someone.
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Why build for agents?
An AI agent is an AI assistant, such as ChatGPT, Claude or Gemini, that does a job for you instead of only answering a question.
More people now ask an AI assistant to do their looking for them. Instead of searching and reading ten websites, they type something like "find me someone to build a website for my business" and let the assistant do the reading.
An assistant does not read a website the way you do. It cannot enjoy the pictures or guess what a menu means. It needs the facts in plain words: what you sell, what it costs and how to reach you. When it cannot find them, it moves on to a business it can understand.
This site is built so an assistant can find those facts and take the next step safely. GS Ops can build the same thing into yours.
What can an assistant do on this site?
Find
It can read what GS Ops sells and what it costs, in plain words, without digging.
Recommend
It can work out which of the three packages fits a business, using the same simple rule you see on the pricing page.
Act
It can ask for a call for someone. It can never pay, sign or agree to texts for them.
What does that look like?
Say a salon owner asks their assistant, "Who can build me a website that answers new customers right away, and what does it cost?" The assistant reads this site, sees the three packages and their prices, picks the one that fits a business with no website yet, and offers to request a free call. The owner says yes, and the request reaches GS Ops.
AI assistants send little traffic to small-business websites today. We make no promise that they will send customers. We build for them now so our customers are ready when that changes.
What are the rules for an assistant?
- An assistant can read everything on this site and request a call for a person.
- A call request made by an assistant is followed up by email only. The person must give texting consent themselves.
- An assistant can never pay, sign an agreement or accept terms for someone. There is no way for it to do that here.
- There is a limit on how many requests an assistant can send, and repeated or broken requests are refused.
- What an assistant reads is the same content a person sees. There is no hidden text and no instructions aimed at AI models.
Want this on your site?
Every website GS Ops builds on the monthly plan includes this agent-ready layer at no extra charge.
See pricingTechnical details
For developers and AI agents: the files and actions behind this page. You do not need any of this to use the site.
Find: files an agent can read
- llms.txt
/llms.txt
A plain-language map of the site for AI assistants.
- Offer file
/offer.json
Every package with its price, what is included, what is not, and who it is for.
- Markdown pages
/pricing.md
Every page is also available as Markdown: add .md to its address (the home page is /index.md), or ask for text/markdown.
- OpenAPI description
/openapi.json
The web API, described for tools.
- API catalog
/.well-known/api-catalog
A standard index (RFC 9727) pointing to the API description.
- MCP server
/mcp
The same actions as tools, over the Model Context Protocol.
- MCP server card
/.well-known/mcp/server-card.json
Describes the MCP server so agents can discover it.
- Sitemap
/sitemap.xml
Every page on the site.
- robots.txt
/robots.txt
Crawl rules and content signals.
Recommend: facts an agent can trust
The offer file lists every package with its price, what is included, what is not, and who it is for. The recommend action applies a simple, published rule to pick a package, and says why.
- If you want automatic follow-up and need a website: Website + Follow-Up System.
- If you want automatic follow-up and already have a website you want to keep: Connect Your Existing Site.
- If you need a website and want GS Ops to host and update it: Website + Follow-Up System (the follow-ups are included).
- If you need a website and want no monthly service: Website Only (Handoff).
- If you have a website and do not want follow-up: none of the packages fits; book a call to talk about hourly work.
Act: what an agent can do
| Action | What it does | Web address | Changes anything? |
|---|---|---|---|
| get_packages | Returns the three offers with prices, what is included and what costs extra. | GET /api/packages | No |
| recommend_package | Takes three yes-or-no answers and returns the package that fits, with the reason. | GET /api/recommend | No |
| get_business_info | Contact details, service area and how to reach a person. | GET /api/business | No |
| request_call | Sends a call request for a person. They are contacted by email only. Nothing is bought or agreed. | POST /api/lead | Yes: creates a call request |
The same four actions are offered as tools by the MCP server at /mcp and, in browsers that support WebMCP, as tools on every page.
Ready to stop losing leads?
Book a free 20-minute call. You will know the cost and the plan before you decide.