--- title: Ipos: what agents find on the sites that use it · The Direct IndexIpos, day by dayIpos: sites in the index url: https://directindex.org/vendors/ipos?format=md --- [The Direct Index](https://directindex.org/) [Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about) [Vendors](https://directindex.org/vendors) · ordering · on the business's own domain # Ipos: what agents find on the sites that use it 33 business websites in the index hand their ordering to Ipos. They score 70% on average, and 52% score A or B. Of the 7 that were action-tested, an agent reached the step before confirming on 14%. 33 sites in the index use it 70% average Agent-Direct Score 52% score A or B 14% action test passed, of 7 tested Ipos runs on the business's own domain. The booking or the order goes to the business, which stays the seller of record. An agent that reaches the site can act there. Terms ## May an agent use Ipos? **Not stated.** The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. Not researched yet. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. The vendor's own page wins over anything written here. To correct it, write to hello@directindex.org. For every vendor, see [vendor terms for agents](https://directindex.org/vendors/terms). 3 of its sites offer a channel an agent could use to transact (UCP, ACP, MCP or an ordering vendor that takes agent orders). This is measured but doesn't count toward the score. Action test ## Can an agent act on the Ipos page? A browser opens the direct booking or ordering page and looks for the controls an agent needs, such as date, time, party size, add to cart and prices. It never fills in or submits anything. | Reached the step before confirming | 1 | | A path exists but an agent would struggle | 2 | | An agent can't act there | 4 | Over time ## Ipos, day by day | Day | Sites | Avg score | A or B | Action test passed | | --- | --- | --- | --- | --- | | 2026-11-06 | 33 | 70% | 52% | 14% | One row a day since 2026-11-06, from the daily recount of every site's latest scan. The chart adds a point each day. Where ## Cities where Ipos is most used [Ho Chi Minh City](https://directindex.org/city/ho-chi-minh-city) 24 · [Ho Chi Minh City cafes and bars](https://directindex.org/city/ho-chi-minh-city-cafes-bars) 9 Examples ## Best-scoring sites using Ipos | [Bonjour Resto' Pasteur](https://directindex.org/r/bonjourresto.com) Ho Chi Minh City | **A** 93.8% | | [Cơm Gà Tường Vy](https://directindex.org/r/gatatuongvy.vn) Ho Chi Minh City | **A** 92.3% | | [F&B x AI - AI cho quán nhỏ](https://directindex.org/r/vercel.app) Ho Chi Minh City | **A** 92.3% | | [Trà sữa Te Amo](https://directindex.org/r/laboon.vn) Ho Chi Minh City cafes and bars | **A** 92.3% | | [Crane Tea Nguyễn Gia Trí](https://directindex.org/r/crane-tea.com) Ho Chi Minh City cafes and bars | **A** 88.8% | Computed on 2026-11-06 from the latest scan of every business with its own website, in every city index. Refreshed daily. Are you Ipos? Write to hello@directindex.org to have your widget checked with you and this page kept right. #### The Direct Index [Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal) #### Use it [Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask) #### Vendors and help [Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency) #### For agents [llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json) #### Data [Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml) Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence. ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]} {"@context":"https://schema.org","@type":"Dataset","name":"Ipos: agent readiness of the sites using it","url":"https://directindex.org/vendors/ipos","description":"33 business websites in the index hand their ordering to Ipos. They score 70% on average, and 52% score A or B. Of the 7 that were action-tested, an agent reached the step before confirming on 14%.","license":"https://opendatacommons.org/licenses/odbl/1-0/","creator":{"@id":"https://directindex.org/#org"},"isPartOf":{"@id":"https://directindex.org/#site"},"distribution":[{"@type":"DataDownload","encodingFormat":"text/markdown","contentUrl":"https://directindex.org/vendors/ipos?format=md"}]} ```