# 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
- Qomvia compared with other AI visibility tools: https://qomvia.com/compare
- 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
- Authenticated account MCP for Site, AI, competitor and product monitors (OAuth 2.1 or owner-scoped API key): https://qomvia.com/api/mcp/account
- MCP discovery document: https://qomvia.com/.well-known/mcp.json
- OAuth authorization-server metadata: https://qomvia.com/.well-known/oauth-authorization-server
- OAuth protected-resource metadata: https://qomvia.com/.well-known/oauth-protected-resource/api/mcp/account
- Agent authentication: https://qomvia.com/.well-known/auth.md
- Agent Skills index: https://qomvia.com/.well-known/agent-skills/index.json
- Qomvia account Agent Skill: https://qomvia.com/skills/qomvia/SKILL.md
- Download the Qomvia skill ZIP: https://qomvia.com/skills/qomvia.zip
- 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
- Software and SaaS: 534 sites, average 66/100 https://qomvia.com/leaderboard/saas-software
- Professional services: 169 sites, average 61/100 https://qomvia.com/leaderboard/professional-services
- IT services and agencies: 157 sites, average 62/100 https://qomvia.com/leaderboard/it-services
- Fashion and apparel: 116 sites, average 66/100 https://qomvia.com/leaderboard/fashion-apparel
- Groceries and beverages: 115 sites, average 59/100 https://qomvia.com/leaderboard/groceries-beverages
- Media and publishing: 76 sites, average 59/100 https://qomvia.com/leaderboard/media-publishing
- Musical instruments and audio gear: 54 sites, average 57/100 https://qomvia.com/leaderboard/music-instruments
- Sports and outdoor: 29 sites, average 64/100 https://qomvia.com/leaderboard/sports-outdoor
- Home and furniture: 28 sites, average 57/100 https://qomvia.com/leaderboard/home-living
- General marketplace and department store: 24 sites, average 57/100 https://qomvia.com/leaderboard/general-marketplace
- Health and pharmacy: 22 sites, average 64/100 https://qomvia.com/leaderboard/health-pharmacy
- Electronics and computers: 21 sites, average 65/100 https://qomvia.com/leaderboard/electronics-computers
- Education and training: 20 sites, average 59/100 https://qomvia.com/leaderboard/education-training
- Events and entertainment: 20 sites, average 60/100 https://qomvia.com/leaderboard/events-entertainment
- Travel and hospitality: 19 sites, average 59/100 https://qomvia.com/leaderboard/travel-hospitality
- Beauty and personal care: 17 sites, average 65/100 https://qomvia.com/leaderboard/beauty-personal-care
- DIY and garden: 17 sites, average 61/100 https://qomvia.com/leaderboard/diy-garden
- Footwear: 17 sites, average 69/100 https://qomvia.com/leaderboard/footwear
- Banking and financial services: 12 sites, average 66/100 https://qomvia.com/leaderboard/financial-services
- Manufacturing and industrial: 11 sites, average 59/100 https://qomvia.com/leaderboard/manufacturing-industrial
- Automotive: 10 sites, average 62/100 https://qomvia.com/leaderboard/automotive
- Jewellery and watches: 9 sites, average 67/100 https://qomvia.com/leaderboard/jewellery-watches
- Construction and trades: 8 sites, average 53/100 https://qomvia.com/leaderboard/construction-trades
- Office and stationery: 8 sites, average 60/100 https://qomvia.com/leaderboard/office-supplies
- Healthcare providers: 7 sites, average 61/100 https://qomvia.com/leaderboard/healthcare-providers
- Restaurants and food delivery: 7 sites, average 57/100 https://qomvia.com/leaderboard/food-service
- Pet supplies: 6 sites, average 52/100 https://qomvia.com/leaderboard/pets
- Public sector and nonprofit: 6 sites, average 63/100 https://qomvia.com/leaderboard/public-nonprofit
- Insurance: 5 sites, average 66/100 https://qomvia.com/leaderboard/insurance
- Logistics and transport: 4 sites, average 61/100 https://qomvia.com/leaderboard/logistics-transport
- Toys, baby and kids: 4 sites, average 66/100 https://qomvia.com/leaderboard/toys-baby-kids

## Handelsverband.swiss members (agent-readiness report)
- Report: https://qomvia.com/handelsverband-swiss (updated 2026-10-23)
- 348 of 379 member shops measured, average 55/100 vs 59/100 across all sites
- 6% ready for agents (grade B+), 61 shops at grade F
- Best: fuji.ch 88/100; weakest: zur-rose.ch 7/100
- Categories: Groceries and beverages 60/100 (26), Fashion and apparel 56/100 (25), Home and furniture 56/100 (25), Sports and outdoor 60/100 (19), Health and pharmacy 64/100 (16)
- Top 25:
  - fuji.ch: 88/100 (B) https://qomvia.com/site/fuji-ch
  - myposso.ch: 86/100 (B) https://qomvia.com/site/myposso-ch
  - bucherer.ch: 85/100 (B) https://qomvia.com/site/bucherer-ch
  - gfellex.ch: 85/100 (B) https://qomvia.com/site/gfellex-ch
  - carandache.com: 82/100 (B) https://qomvia.com/site/carandache-com
  - immerag.ch: 81/100 (B) https://qomvia.com/site/immerag-ch
  - brw.ch: 80/100 (B) https://qomvia.com/site/brw-ch
  - sancho-store.ch: 79/100 (B) https://qomvia.com/site/sancho-store-ch
  - shop.wander.ch: 79/100 (B) https://qomvia.com/site/shop-wander-ch
  - indyvit.com: 77/100 (B) https://qomvia.com/site/indyvit-com
  - carpolish.ch: 76/100 (B) https://qomvia.com/site/carpolish-ch
  - dekowebshop.ch: 76/100 (B) https://qomvia.com/site/dekowebshop-ch
  - derdealer.ch: 76/100 (B) https://qomvia.com/site/derdealer-ch
  - drink-shop.ch: 76/100 (B) https://qomvia.com/site/drink-shop-ch
  - nafaluxe.com: 76/100 (B) https://qomvia.com/site/nafaluxe-com
  - ionia-azure.ch: 76/100 (B) https://qomvia.com/site/ionia-azure-ch
  - misaki-knives.ch: 76/100 (B) https://qomvia.com/site/misaki-knives-ch
  - novistore.ch: 76/100 (B) https://qomvia.com/site/novistore-ch
  - seyes.shop: 76/100 (B) https://qomvia.com/site/seyes-shop
  - felix-buehler.ch: 75/100 (B) https://qomvia.com/site/felix-buehler-ch
  - lolipop.ch: 75/100 (B) https://qomvia.com/site/lolipop-ch
  - vbeauty.ch: 75/100 (B) https://qomvia.com/site/vbeauty-ch
  - catrade.ch: 74/100 (C) https://qomvia.com/site/catrade-ch
  - cover-discount.ch: 74/100 (C) https://qomvia.com/site/cover-discount-ch
  - junaperiod.com: 74/100 (C) https://qomvia.com/site/junaperiod-com

## 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? (61 answers, 5 models) https://qomvia.com/answers/what-are-the-best-tools-to-track-how-a-brand-is-mentioned-and-recommended-by-ai
- Which platforms can help me measure my brand’s visibility in generative AI and LLM-generated answers? (58 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? (50 answers, 5 models) https://qomvia.com/answers/what-are-the-best-alternatives-to-profound-and-peec-ai-for-monitoring-ai-brand-v
- How can I find out whether ChatGPT, Claude or Gemini recommends my company when potential customers ask for products in my category? (44 answers, 5 models) https://qomvia.com/answers/how-can-i-find-out-whether-chatgpt-claude-or-gemini-recommends-my-company-when-p
- 1. Which AI visibility monitoring platform should a small or medium-sized company use to track brand mentions, competitors and recommendations across LLMs? (41 answers, 5 models) https://qomvia.com/answers/1-which-ai-visibility-monitoring-platform-should-a-small-or-medium-sized-company
- Where can I buy fun patterned socks online? (37 answers, 5 models) https://qomvia.com/answers/where-can-i-buy-fun-patterned-socks-online
- Where can I buy colorful crew socks that ship fast? (33 answers, 3 models) https://qomvia.com/answers/where-can-i-buy-colorful-crew-socks-that-ship-fast
- What are the best gift socks for someone who loves flamingos? (31 answers, 3 models) https://qomvia.com/answers/what-are-the-best-gift-socks-for-someone-who-loves-flamingos
- Which platforms help e-commerce businesses become visible and actionable for AI shopping agents? (30 answers, 5 models) https://qomvia.com/answers/which-platforms-help-e-commerce-businesses-become-visible-and-actionable-for-ai
- Funny food-print socks: which shop has the best ones? (30 answers, 3 models) https://qomvia.com/answers/funny-food-print-socks-which-shop-has-the-best-ones
- What's the best croissant in Vancouver? (29 answers, 3 models) https://qomvia.com/answers/what-s-the-best-croissant-in-vancouver
- Are flamingo-themed crew socks a good gift for a beach or summer lover? (16 answers, 3 models) https://qomvia.com/answers/are-flamingo-themed-crew-socks-a-good-gift-for-a-beach-or-summer-lover
- which agencies help with AI search visibility (12 answers, 5 models) https://qomvia.com/answers/which-agencies-help-with-ai-search-visibility-de
- Welche Website in der Schweiz ist die beste Adresse für fleisch online kaufen? (12 answers, 3 models) https://qomvia.com/answers/welche-website-in-der-schweiz-ist-die-beste-adresse-fur-fleisch-online-kaufen-de
- If someone asked you where to go for diy and garden, which sites would you send them to? (9 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-diy-and-garden-which-sites-would-you-send-t
- Who are the leading providers in events and entertainment, and which would you recommend? (9 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-events-and-entertainment-and-which-would-you-re
- If someone asked you where to go for beauty and personal care, which sites would you send them to? (9 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-beauty-and-personal-care-which-sites-would
- If someone asked you where to go for health and pharmacy, which sites would you send them to? (9 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-health-and-pharmacy-which-sites-would-you-s
- Which companies or websites would you name first for musical instruments and audio gear? (9 answers, 3 models) https://qomvia.com/answers/which-companies-or-websites-would-you-name-first-for-musical-instruments-and-aud
- Who are the leading providers in health and pharmacy, and which would you recommend? (9 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-health-and-pharmacy-and-which-would-you-recomme
- Who are the leading providers in musical instruments and audio gear, and which would you recommend? (9 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-musical-instruments-and-audio-gear-and-which-wo
- Which companies or websites would you name first for diy and garden? (9 answers, 3 models) https://qomvia.com/answers/which-companies-or-websites-would-you-name-first-for-diy-and-garden
- Who are the leading providers in travel and hospitality, and which would you recommend? (9 answers, 3 models) https://qomvia.com/answers/who-are-the-leading-providers-in-travel-and-hospitality-and-which-would-you-reco
- If someone asked you where to go for events and entertainment, which sites would you send them to? (9 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-events-and-entertainment-which-sites-would
- If someone asked you where to go for home and furniture, which sites would you send them to? (9 answers, 3 models) https://qomvia.com/answers/if-someone-asked-you-where-to-go-for-home-and-furniture-which-sites-would-you-se

## 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: 88/100 (B) https://qomvia.com/site/nikmedia-at
- iown.io: 84/100 (B) https://qomvia.com/site/iown-io
- maxonline.at: 83/100 (B) https://qomvia.com/site/maxonline-at
- seo-textagentur.at: 82/100 (B) https://qomvia.com/site/seo-textagentur-at
- picker-pr.at: 81/100 (B) https://qomvia.com/site/picker-pr-at
- gsk.at: 80/100 (B) https://qomvia.com/site/gsk-at
- komma99.at: 79/100 (B) https://qomvia.com/site/komma99-at
- rittler.at: 78/100 (B) https://qomvia.com/site/rittler-at
- handelsverband.at: 77/100 (B) https://qomvia.com/site/handelsverband-at
- promomasters.at: 76/100 (B) https://qomvia.com/site/promomasters-at
- kuhteilen.ch: 75/100 (B) https://qomvia.com/site/kuhteilen-ch
- postfinance.ch: 75/100 (B) https://qomvia.com/site/postfinance-ch
- clicksgefuehle.at: 75/100 (B) https://qomvia.com/site/clicksgefuehle-at
- nexora-digital.at: 75/100 (B) https://qomvia.com/site/nexora-digital-at
- social-mountain.at: 75/100 (B) https://qomvia.com/site/social-mountain-at
- css.ch: 74/100 (C) https://qomvia.com/site/css-ch
- loctax.com: 74/100 (C) https://qomvia.com/site/loctax-com
- mmcagentur.at: 74/100 (C) https://qomvia.com/site/mmcagentur-at
- oostenrijk.at: 74/100 (C) https://qomvia.com/site/oostenrijk-at
- hervis.at: 73/100 (C) https://qomvia.com/site/hervis-at
- contentartists.at: 73/100 (C) https://qomvia.com/site/contentartists-at
- goldenwing.at: 73/100 (C) https://qomvia.com/site/goldenwing-at
- kimsystems.at: 73/100 (C) https://qomvia.com/site/kimsystems-at
- Every scored site, one line each: https://qomvia.com/llms-full.txt

## Comparisons
- Compare Qomvia with other AI visibility tools: https://qomvia.com/compare
- Qomvia vs Ahrefs: AI Visibility Features, Pricing, Which to Choose https://qomvia.com/compare/qomvia-vs-ahrefs
- Qomvia vs Peec AI: Features, Pricing and Which to Choose https://qomvia.com/compare/qomvia-vs-peec-ai
- Qomvia vs Semrush: AI Visibility Toolkit, Pricing, Which to Choose https://qomvia.com/compare/qomvia-vs-semrush
- Qomvia vs Otterly.AI: Features, Pricing and Which to Choose https://qomvia.com/compare/qomvia-vs-otterly-ai
- Qomvia vs Profound: Features, Pricing and Which to Choose https://qomvia.com/compare/qomvia-vs-profound

## Latest insights
- AI visibility tools: a buyer's evaluation framework (2026-10-23) https://qomvia.com/insights/ai-visibility-tools
- Best Tools to Track Brand Visibility in AI Assistants (2026-10-23) https://qomvia.com/insights/best-ai-brand-visibility-tracking-tools
- How to Check if ChatGPT Recommends Your Company (Step-by-Step) (2026-10-23) https://qomvia.com/insights/check-if-chatgpt-recommends-your-company
- Affordable Alternatives to Profound and Peec AI, With Entry Prices (2026-10-23) https://qomvia.com/insights/profound-and-peec-ai-alternatives
- Agentic commerce protocol: comparing ACP, UCP and AP2 (2026-10-21) https://qomvia.com/insights/agentic-commerce-protocols
- Entity SEO: make your organization easy to identify (2026-10-20) https://qomvia.com/insights/entity-seo
- E-E-A-T for AI search: Google's guidance without the myths (2026-10-18) https://qomvia.com/insights/eeat-for-ai-search
- Zero-click search: how to create value without a visit (2026-10-17) https://qomvia.com/insights/zero-click-search
- Schema markup for AI search: what it can and cannot do (2026-10-15) https://qomvia.com/insights/schema-markup-for-ai-search
- Track AI traffic in GA4: referrals, search and server logs (2026-10-14) https://qomvia.com/insights/track-ai-traffic-in-ga4

## 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