# Qomvia

> Qomvia makes businesses findable, readable and buyable for AI agents: a free public agent-readiness score (rubric v2.3.0), monitors for what AI models say, and Qomvia Market, where agents search every listed shop and buy on the merchant's checkout.

## About
Qomvia is an AI search visibility and agent-readiness platform for brand owners, shops and agencies. Two measurements: (1) the agent-readiness score — 26 core checks on public HTTP responses only, 0–100, grades A–F, same rubric for every site, published at /site/<slug>; (2) the AI monitor — asks ChatGPT, Gemini, Grok the questions buyers ask and records mentions, citations and rivals. Qomvia Market is product search for AI agents with signed offers and merchant-hosted checkout (REST, MCP and ACP descriptor; QMP for merchants). Everything public is also available as JSON, MCP and plain text.

## Products
- Free score: scan any domain, public result page, badge/seal — https://qomvia.com/ and /site/<slug>
- Site monitor (free): failing checks, fixes, weekly re-scan and report — https://qomvia.com/pricing
- Product monitor ($29/month per site or $299/year): 5 tracked products asked to 3 models weekly, e-commerce checks included — https://qomvia.com/pricing
- AI monitor ($69/month per site or $699/year): 11 tracked questions across 3 models, 1,000 AI answers a month, rivals, missing answers, weekly tracker — https://qomvia.com/visibility
- Rival monitor: the rivals AI models name instead of you, per question — https://qomvia.com/visibility
- E-commerce add-on ($19/month per site): catalogue import, product schema and feed checks, per-product visibility — https://qomvia.com/ecommerce
- Agency ($299/month): 5 sites, one pool of AI answers — https://qomvia.com/agency
- MCP server: Market search and checkout plus readiness scoring for LLM clients — https://qomvia.com/mcp
- Qomvia Market (open, beta): agents search every listed shop and hand the buyer the merchant's payment link; 5% of confirmed orders — https://qomvia.com/market
- QMP: the Qomvia Market Protocol for merchant order endpoints — https://qomvia.com/qmp

## Qomvia Market for agents
- Search every listed shop in one call: POST https://qomvia.com/api/v1/market/search with {"q": "bike helmet", "shipTo": "CH"}
- Returns signed offers: merchant price with the agent discount, shipping, landed price, terms, expiry (30 min, one extension)
- Read or extend an offer: GET https://qomvia.com/api/v1/market/offers/<offerId> and POST .../extend
- Checkout: POST https://qomvia.com/api/v1/market/checkout_sessions with an offerId, then POST .../complete for the merchant's payment URL
- The buyer always pays the merchant on that URL; Qomvia never takes payment for goods
- Higher limits with a key: Authorization: Bearer qva_... (how to get one: https://qomvia.com/.well-known/auth.md)
- The same calls as MCP tools: https://qomvia.com/api/mcp (search_products, get_offer, create_checkout_session, complete_checkout)
- ACP descriptor: https://qomvia.com/.well-known/acp.json
- Agent Skill: https://qomvia.com/skills/qomvia-market/SKILL.md
- Merchants: list a shop at https://qomvia.com/market/merchants; QMP spec https://qomvia.com/market/protocol

## Read next
- Qomvia Market: https://qomvia.com/market
- QMP: https://qomvia.com/qmp
- MCP: https://qomvia.com/mcp
- How it works, two-minute video and whitepaper: https://qomvia.com/how-it-works
- Methodology, what the score measures: https://qomvia.com/methodology
- Every check in the rubric: https://qomvia.com/methodology/signals
- Every scored website, ranked: https://qomvia.com/leaderboard
- Buyer questions and who AI models name: https://qomvia.com/answers
- Field notes on being readable by machines: https://qomvia.com/insights
- Handelsverband.swiss member shops ranked by agent readiness: https://qomvia.com/handelsverband-swiss
- Head-to-head comparison of two scored sites: https://qomvia.com/compare/<slug>-vs-<slug> (linked from every /site page)
- Crawler policy: https://qomvia.com/bot
- Automated-access policy (what agents may do here): https://qomvia.com/ai-policy
- Public API documentation: https://qomvia.com/api/docs
- Plans and prices: https://qomvia.com/pricing

## API and machine interfaces
- Score any website: POST https://qomvia.com/api/scan with {"domain": "example.com"}
- Read a published score: GET https://qomvia.com/api/score/<slug>
- OpenAPI description of the public API: https://qomvia.com/openapi.json
- RSS feed of new writing: https://qomvia.com/feed.xml
- oEmbed endpoint: https://qomvia.com/api/oembed?url=<page>&format=json
- Machine interface for LLM clients (MCP, JSON-RPC): https://qomvia.com/api/mcp
- MCP discovery document: https://qomvia.com/.well-known/mcp.json
- Agent authentication: https://qomvia.com/.well-known/auth.md
- Agent Skills index: https://qomvia.com/.well-known/agent-skills/index.json
- A2A agent card: https://qomvia.com/.well-known/agent-card.json
- Plans and prices as a product feed: https://qomvia.com/products.json
- Contact for agent operators: https://qomvia.com/.well-known/security.txt
- Plain-text score per site: https://qomvia.com/site/<slug>/llms.txt

## Scoring packs
The public score, grade and rank use the core pack only, so every site is measured on the same 26 checks. Opt-in packs get their own separate /100 and never affect the rank.
- Any website (id: core, scored on every site): Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols
- E-commerce & product feeds (id: ecommerce, opt-in): Catalogue access, Product data legibility, Agent-commerce protocols, Checkout traversability

## Category rankings
- Professional services: 167 sites, average 59/100 https://qomvia.com/leaderboard/professional-services
- IT services and agencies: 149 sites, average 60/100 https://qomvia.com/leaderboard/it-services
- Software and SaaS: 115 sites, average 66/100 https://qomvia.com/leaderboard/saas-software
- Media and publishing: 67 sites, average 60/100 https://qomvia.com/leaderboard/media-publishing
- Groceries and beverages: 36 sites, average 58/100 https://qomvia.com/leaderboard/groceries-beverages
- Musical instruments and audio gear: 34 sites, average 57/100 https://qomvia.com/leaderboard/music-instruments
- Fashion and apparel: 33 sites, average 54/100 https://qomvia.com/leaderboard/fashion-apparel
- Home and furniture: 28 sites, average 58/100 https://qomvia.com/leaderboard/home-living
- Events and entertainment: 25 sites, average 59/100 https://qomvia.com/leaderboard/events-entertainment
- Sports and outdoor: 23 sites, average 61/100 https://qomvia.com/leaderboard/sports-outdoor
- Health and pharmacy: 21 sites, average 66/100 https://qomvia.com/leaderboard/health-pharmacy
- Beauty and personal care: 17 sites, average 61/100 https://qomvia.com/leaderboard/beauty-personal-care
- DIY and garden: 16 sites, average 59/100 https://qomvia.com/leaderboard/diy-garden
- Electronics and computers: 16 sites, average 59/100 https://qomvia.com/leaderboard/electronics-computers
- General marketplace and department store: 15 sites, average 55/100 https://qomvia.com/leaderboard/general-marketplace
- Travel and hospitality: 14 sites, average 58/100 https://qomvia.com/leaderboard/travel-hospitality
- Education and training: 13 sites, average 57/100 https://qomvia.com/leaderboard/education-training
- Banking and financial services: 10 sites, average 66/100 https://qomvia.com/leaderboard/financial-services
- Manufacturing and industrial: 10 sites, average 56/100 https://qomvia.com/leaderboard/manufacturing-industrial
- Automotive: 9 sites, average 60/100 https://qomvia.com/leaderboard/automotive
- Footwear: 9 sites, average 66/100 https://qomvia.com/leaderboard/footwear
- Jewellery and watches: 8 sites, average 67/100 https://qomvia.com/leaderboard/jewellery-watches
- Office and stationery: 8 sites, average 59/100 https://qomvia.com/leaderboard/office-supplies
- Construction and trades: 6 sites, average 51/100 https://qomvia.com/leaderboard/construction-trades
- Pet supplies: 6 sites, average 42/100 https://qomvia.com/leaderboard/pets
- Public sector and nonprofit: 6 sites, average 60/100 https://qomvia.com/leaderboard/public-nonprofit
- Healthcare providers: 5 sites, average 60/100 https://qomvia.com/leaderboard/healthcare-providers
- Insurance: 5 sites, average 62/100 https://qomvia.com/leaderboard/insurance
- Logistics and transport: 4 sites, average 58/100 https://qomvia.com/leaderboard/logistics-transport
- Toys, baby and kids: 4 sites, average 64/100 https://qomvia.com/leaderboard/toys-baby-kids

## Handelsverband.swiss members (agent-readiness report)
- Report: https://qomvia.com/handelsverband-swiss (updated 2026-09-28)
- 379 of 379 member shops measured, average 52/100 vs 56/100 across all sites
- 5% ready for agents (grade B+), 84 shops at grade F
- Best: fuji.ch 88/100; weakest: zur-rose.ch 7/100
- Categories: Groceries and beverages 58/100 (28), Fashion and apparel 53/100 (25), Home and furniture 57/100 (25), Sports and outdoor 61/100 (20), Health and pharmacy 65/100 (17)
- Top 25:
  - fuji.ch: 88/100 (B) https://qomvia.com/site/fuji-ch
  - myposso.ch: 86/100 (B) https://qomvia.com/site/myposso-ch
  - gfellex.ch: 85/100 (B) https://qomvia.com/site/gfellex-ch
  - bucherer.ch: 82/100 (B) https://qomvia.com/site/bucherer-ch
  - urechlyss.ch: 81/100 (B) https://qomvia.com/site/urechlyss-ch
  - brw.ch: 80/100 (B) https://qomvia.com/site/brw-ch
  - carandache.com: 79/100 (B) https://qomvia.com/site/carandache-com
  - carpolish.ch: 78/100 (B) https://qomvia.com/site/carpolish-ch
  - immerag.ch: 78/100 (B) https://qomvia.com/site/immerag-ch
  - stockli.shop: 78/100 (B) https://qomvia.com/site/stockli-shop
  - indyvit.com: 77/100 (B) https://qomvia.com/site/indyvit-com
  - kanela.ch: 76/100 (B) https://qomvia.com/site/kanela-ch
  - kisskiss.ch: 76/100 (B) https://qomvia.com/site/kisskiss-ch
  - shop.wander.ch: 76/100 (B) https://qomvia.com/site/shop-wander-ch
  - felix-buehler.ch: 75/100 (B) https://qomvia.com/site/felix-buehler-ch
  - nafaluxe.com: 75/100 (B) https://qomvia.com/site/nafaluxe-com
  - insole.ch: 75/100 (B) https://qomvia.com/site/insole-ch
  - lolipop.ch: 75/100 (B) https://qomvia.com/site/lolipop-ch
  - junaperiod.com: 74/100 (C) https://qomvia.com/site/junaperiod-com
  - rausch.ch: 74/100 (C) https://qomvia.com/site/rausch-ch
  - sancho-store.ch: 74/100 (C) https://qomvia.com/site/sancho-store-ch
  - snushus.ch: 74/100 (C) https://qomvia.com/site/snushus-ch
  - appenzeller-gurt.com: 73/100 (C) https://qomvia.com/site/appenzeller-gurt-com
  - derdealer.ch: 73/100 (C) https://qomvia.com/site/derdealer-ch
  - intersport.ch: 73/100 (C) https://qomvia.com/site/intersport-ch

## Question Index
- Buyer questions and the businesses AI models name for them, top three shown: https://qomvia.com/answers
- What are the best tools to track how a brand is mentioned and recommended by AI assistants like ChatGPT, Claude and Gemini? (21 answers, 5 models) https://qomvia.com/answers/what-are-the-best-tools-to-track-how-a-brand-is-mentioned-and-recommended-by-ai
- How can I find out whether ChatGPT, Claude or Gemini recommends my company when potential customers ask for products in my category? (19 answers, 5 models) https://qomvia.com/answers/how-can-i-find-out-whether-chatgpt-claude-or-gemini-recommends-my-company-when-p
- Which platforms can help me measure my brand’s visibility in generative AI and LLM-generated answers? (18 answers, 5 models) https://qomvia.com/answers/which-platforms-can-help-me-measure-my-brand-s-visibility-in-generative-ai-and-l
- What are the best alternatives to Profound and Peec AI for monitoring AI brand visibility? (17 answers, 5 models) https://qomvia.com/answers/what-are-the-best-alternatives-to-profound-and-peec-ai-for-monitoring-ai-brand-v
- 1. Which AI visibility monitoring platform should a small or medium-sized company use to track brand mentions, competitors and recommendations across LLMs? (16 answers, 5 models) https://qomvia.com/answers/1-which-ai-visibility-monitoring-platform-should-a-small-or-medium-sized-company
- If someone asked you where to go for it services and agencies, which sites would you send them to? (6 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-it-services-and-agencies-which-sites-would
- Who are the leading providers in travel and hospitality, and which would you recommend? (6 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-travel-and-hospitality-and-which-would-you-reco
- Who are the leading providers in professional services, and which would you recommend? (6 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-professional-services-and-which-would-you-recom
- Which companies or websites would you name first for professional services? (6 answers, 3 models) https://qomvia.com/answers/which-companies-or-websites-would-you-name-first-for-professional-services
- Which companies or websites would you name first for it services and agencies? (6 answers, 3 models) https://qomvia.com/answers/which-companies-or-websites-would-you-name-first-for-it-services-and-agencies
- Who are the leading providers in it services and agencies, and which would you recommend? (6 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-it-services-and-agencies-and-which-would-you-re
- If someone asked you where to go for professional services, which sites would you send them to? (6 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-professional-services-which-sites-would-you
- If someone asked you where to go for travel and hospitality, which sites would you send them to? (6 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-travel-and-hospitality-which-sites-would-yo
- which agencies help with AI search visibility (5 answers, 5 models) https://qomvia.com/answers/which-agencies-help-with-ai-search-visibility-de
- best tool to check if AI agents can read my website (5 answers, 5 models) https://qomvia.com/answers/best-tool-to-check-if-ai-agents-can-read-my-website
- Which companies or websites would you name first for healthcare providers? (5 answers, 3 models) https://qomvia.com/answers/which-companies-or-websites-would-you-name-first-for-healthcare-providers
- Which companies or websites would you name first for travel and hospitality? (5 answers, 3 models) https://qomvia.com/answers/which-companies-or-websites-would-you-name-first-for-travel-and-hospitality
- Who are the leading providers in healthcare providers, and which would you recommend? (4 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-healthcare-providers-and-which-would-you-recomm
- If someone asked you where to go for healthcare providers, which sites would you send them to? (4 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-healthcare-providers-which-sites-would-you
- Who are the leading providers in automotive, and which would you recommend? (3 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-automotive-and-which-would-you-recommend
- Who are the leading providers in insurance, and which would you recommend? (3 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-insurance-and-which-would-you-recommend
- Who are the leading providers in toys, baby and kids, and which would you recommend? (3 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-toys-baby-and-kids-and-which-would-you-recommen
- If someone asked you where to go for construction and trades, which sites would you send them to? (3 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-construction-and-trades-which-sites-would-y
- Which companies or websites would you name first for media and publishing? (3 answers, 3 models) https://qomvia.com/answers/which-companies-or-websites-would-you-name-first-for-media-and-publishing
- Who are the leading providers in construction and trades, and which would you recommend? (3 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-construction-and-trades-and-which-would-you-rec

## Highest scoring sites
- qomvia.com: 99/100 (A) https://qomvia.com/site/qomvia-com
- leadgeneration.com: 88/100 (B) https://qomvia.com/site/leadgeneration-com
- nikmedia.at: 85/100 (B) https://qomvia.com/site/nikmedia-at
- iown.io: 84/100 (B) https://qomvia.com/site/iown-io
- hawd-seo.com: 84/100 (B) https://qomvia.com/site/hawd-seo-com
- gsk.at: 83/100 (B) https://qomvia.com/site/gsk-at
- maxonline.at: 83/100 (B) https://qomvia.com/site/maxonline-at
- picker-pr.at: 81/100 (B) https://qomvia.com/site/picker-pr-at
- komma99.at: 79/100 (B) https://qomvia.com/site/komma99-at
- marketingdigitalmedia.com: 77/100 (B) https://qomvia.com/site/marketingdigitalmedia-com
- nexora-digital.at: 75/100 (B) https://qomvia.com/site/nexora-digital-at
- ottos.ch: 74/100 (C) https://qomvia.com/site/ottos-ch
- loctax.com: 74/100 (C) https://qomvia.com/site/loctax-com
- handelsverband.at: 74/100 (C) https://qomvia.com/site/handelsverband-at
- mmcagentur.at: 74/100 (C) https://qomvia.com/site/mmcagentur-at
- goldenwing.at: 73/100 (C) https://qomvia.com/site/goldenwing-at
- promomasters.at: 73/100 (C) https://qomvia.com/site/promomasters-at
- sirpauls.com: 73/100 (C) https://qomvia.com/site/sirpauls-com
- postfinance.ch: 72/100 (C) https://qomvia.com/site/postfinance-ch
- austriacontent.at: 72/100 (C) https://qomvia.com/site/austriacontent-at
- clicksgefuehle.at: 72/100 (C) https://qomvia.com/site/clicksgefuehle-at
- creatingfaces.at: 72/100 (C) https://qomvia.com/site/creatingfaces-at
- photography.com: 72/100 (C) https://qomvia.com/site/photography-com
- seocon.at: 72/100 (C) https://qomvia.com/site/seocon-at
- apple.com: 71/100 (C) https://qomvia.com/site/apple-com
- Every scored site, one line each: https://qomvia.com/llms-full.txt

## Latest insights
- Qomvia is live on Product Hunt and Sell With Boost (2026-09-29) https://qomvia.com/insights/qomvia-launches-on-product-hunt-and-sell-with-boost
- DNS-AID and ARD: agent discovery before the first HTTP request (2026-09-13) https://qomvia.com/insights/dns-aid-and-ard-agent-discovery
- Agent Skills and WebMCP: giving agents instructions and buttons (2026-09-10) https://qomvia.com/insights/agent-skills-and-webmcp
- Web Bot Auth: verifying an agent by signature instead of by IP list (2026-09-06) https://qomvia.com/insights/web-bot-auth-explained
- OAuth discovery: telling an agent how to sign in without a human (2026-09-03) https://qomvia.com/insights/oauth-discovery-for-agents
- Feeds and oEmbed stopped being blog plumbing (2026-09-02) https://qomvia.com/insights/feeds-and-oembed-are-agent-infrastructure
- API catalog (RFC 9727): one file that lists every API you have (2026-08-31) https://qomvia.com/insights/api-catalog-rfc-9727
- MCP discovery: how an assistant finds out you have tools (2026-08-27) https://qomvia.com/insights/mcp-discovery-for-your-site
- Why blocking AI crawlers quietly costs you the answer (2026-08-26) https://qomvia.com/insights/why-blocking-ai-crawlers-costs-you-answers
- Link headers: point agents at your machine resources from the response (2026-08-24) https://qomvia.com/insights/link-headers-for-agents

## Commercial
- Site monitor (failing checks, fixes, weekly re-scan and report): free
- Product monitor (5 tracked products asked to the models weekly, e-commerce checks included): $29/month per site or $299/year
- AI monitor (11 tracked questions across the models, 1,000 AI answers a month included): $69/month per site or $699/year
- E-commerce add-on (catalogue import, product schema and feed checks, per-product visibility): $19/month per site
- AI monitor credits: one credit = one question x one model x one market
- Pricing: https://qomvia.com/pricing