Agent-readiness report, Software and SaaS
Is Machineread agent-ready?
No class of agent can use Machineread today: they cannot .
machineread.ai, last scanned 2 days ago, on 08.10.2026
Agent classes working
0/3
Score history
±03 scans since 01.10.2026
- 0
- Blocking agents
- 6
- Weak spots
- 20/26
- Checks passed
What costs Machineread the most
0 of 3 agent classes work
- !Answer engines & research agents
- !MCP tool-callers
- !Summarisers & knowledge agents
- ✕
No stated policy for automated access
Cautious platforms will not act on the site without an explicit permission signal.
Improvement - ✕
No machine-readable contact
When something breaks, an agent operator has no documented way to reach you.
Improvement - !
Content carries a date
Models prefer sources they can date, and drop undated pages from time-sensitive answers.
Improvement - !
Language and market are declared
Localised answers cannot tell which market the page serves, so it loses local queries.
Polish - ✕
No Web Bot Auth support
Signed, verifiable agents get treated like anonymous scrapers.
Polish
✓20 checks passed, 1 more to fix+−
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Machine interfaces
Machineread exposes 7 of 8 interfaces agents look for: AI crawler access, Bot user-agent handling, Server-rendered content, llms.txt, MCP server, API or feed, Organisation markup.
Locked
All 8 interfaces and 26 checks for machineread.ai
See which interface is missing, what each check looked for, and what to change to pass it. Free account, no card.
View detailed signalsThe seal
Agent-Ready
Agents can complete the site's main task without a human. Paste this line where you want the seal: it is drawn at runtime, so it upgrades itself when you improve and removes itself if a deploy closes the site to agents.
<script src="https://qomvia.com/badge.js" data-slug="machineread-ai" async></script>There is no image URL and no static version. The seal exists only as markup we serve per request, which is what makes it worth displaying.
- Agent-Ready Champion90+
- Agent-Ready75+
- Agent-Readable60+
- In Progress40+, dashboard only
Machineread and AI agents: common questions
Is Machineread readable by AI agents?+−
Machineread (machineread.ai) scores 87 out of 100 for agent readiness, grade B, measured 2 days ago, on 08.10.2026. 0 of 3 agent classes we test can use the site, and 0 checks currently block agents outright.
What stops agents from using machineread.ai?+−
The heaviest problems are: No stated policy for automated access; No machine-readable contact; Content carries a date; Language and market are declared; No Web Bot Auth support. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.
How is the Machineread agent-readiness score calculated?+−
Qomvia fetches public pages of machineread.ai as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100.
How often is this score updated?+−
Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from 2 days ago, on 08.10.2026.
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Scores are computed from public HTTP responses only. We never submit forms, never attempt a purchase and never bypass a bot challenge. Disagree with a result? Request a correction or opt this domain out.