Useful to people.
Readable by agents.

Public discovery and REST API

Use these read-only endpoints without an account or API key. CORS supports browser calls, and responses include review dates, source URLs and the status of details still being finalised.

• OpenAPI 3.1 description — schemas, inputs and response meanings.
• Quotavani discovery manifest — an index of our public resources and tools.
• GET /api/public/catalog — topics, facts and citations.
• GET /api/public/search?q=offline — up to eight catalog matches.
• GET /api/public/answer?q=app%20pricing — answers selected from our product catalog.
• GET /api/public/fact?id=app-pricing — a stable fact ID.
• GET /api/public/pricing — USD plan prices and trial details; purchase terms still being finalised remain null.
• GET /api/public/tools — tool names and input schemas.
• POST /api/public/calculate — decimal-safe line-item subtotal, using the OpenAPI request schema.
• Optional llms.txt index and full catalog text.

Use product questions only. API bodies are limited to 8 KB, questions to 500 characters and calculations to twenty lines. Decimal quantities and rates are strings. Quantity precision is up to three decimal places; selected currency precision applies to rates and totals. No exchange-rate or tax calculation is performed.

POST /api/public/calculate
Content-Type: application/json

{"currency":"NAD","lines":[{"description":"Labour","quantity":"2","unit":"hours","rate":"350.00"}]}

Subtotal: NAD 700.00 before any applicable tax.

Public API inputs are not saved by the application. Technical hosting logs can include requests, so keep customer details, credentials and payment information out of them. The visible browser calculator and assistant work locally without uploading their inputs.

Connect an AI agent through MCP

The Sites-hosted endpoint is https://quotavani.marcokalunduka.chatgpt.site/mcp. Use this hosted origin for MCP authentication; product citations and public REST URLs use the canonical Render origin. It supports stateless 2026-07-28 discovery and tools, plus the initialize handshake for 2025-11-25 and 2025-06-18 clients. Sites manages authentication for connected MCP clients. Use the Site-generated connection rather than copying a token from another integration. The public REST API remains available to other readers without an account.

• search_quotavani_knowledge — Find answers about Quotavani, with source links and clear notes where details still need confirmation. Searches public product information only.
• get_quotavani_fact — Get a product answer, its source links and review date using its catalog ID.
• get_quotavani_pricing — Get our US-dollar app plans and two-invoice trial details. Tax, trial conversion and renewal terms still need confirmation. Website tools and launch signup are free.
• calculate_line_items — Check 1–20 line items with decimal-safe rounding and get a subtotal before tax. This tool does not create invoices, convert currency, save records or make payments.
• get_quotavani_links — Find our catalog, pricing, support, sample PDFs and launch signup. You choose whether to sign up; requesting a link does not subscribe you.

All exposed tools are read-only or calculation-only. Unknown arguments, oversized bodies and unsupported methods are rejected. No arbitrary URL fetching, code execution, external app proxy or subscriber list is exposed.

Mention rate, citations and share of voice

Our private dashboard tracks recorded AI responses. Each sample includes its prompt, run ID, time, platform, model, country, language, answer status, competitor set and response text. Each brand counts once per answered response.

• Mention rate: answered responses naming Quotavani ÷ all answered responses in the same comparison group.
• Citation rate: answered responses containing a direct Quotavani website URL ÷ answered responses. This URL evidence is narrower than all possible provider citation interfaces.
• Share of voice: Quotavani brand-presence counts ÷ total brand-presence counts across the same fixed tracked brand set. Without competitors or a non-zero denominator, this is unavailable.

Compare samples with the same platform, model, market, language and competitor set. The dashboard shows prompt coverage, errors and unanswered requests separately; missing data stays unavailable. Results describe the recorded sample. Collection is manual, with no paid model API or background schedule configured.

Search discovery and ownership

The canonical origin is https://quotavani.onrender.com/. Existing Google verification tags remain published and the sitemap lists public HTML pages. Use the existing URL-prefix property to check Search Console access and indexing. A separate Domain property requires control of that domain’s DNS.

Clear public content, internal links, accurate metadata and matching structured data help people and search engines find our pages. Google determines indexing and ranking; AI providers choose which sources they use.

Official guidance: Google Search AI features and your website and Search Console property types.

Find the details you need

Start from the knowledge catalog and pricing page. Plan prices are in USD. Trial-to-paid, renewal, tax and release details still being finalised remain marked as such. Follow a source link or ask support about an installed build.