Agent-readiness report, Software and SaaS
Is Criteo agent-ready?
No class of agent can use Criteo today: they cannot call it as a tool.
criteo.fr, last scanned 2 days ago, on 28.09.2026
Agent classes working
0/3
Score history
±04 scans since 20.09.2026
- 4
- Blocking agents
- 11
- Weak spots
- 11/26
- Checks passed
What costs Criteo the most
0 of 3 agent classes work
- !Answer engines & research agents
- ✕MCP tool-callers
- !Summarisers & knowledge agents
- ✕
No llms.txt
Nothing tells an agent where the useful pages, feeds and policies are.
Blocker - ✕
The site does not say who it is
A model cannot tell that this domain is the brand it was asked about.
Blocker - ✕
No API or feed to read
Every integration has to scrape HTML, which most integrators will not do.
Blocker - ✕
No MCP endpoint to call
Tool-calling assistants have no function to call, so they can only scrape.
Blocker - ✕
No stated policy for automated access
Cautious platforms will not act on the site without an explicit permission signal.
Improvement
✓11 checks passed · 10 more to fix+−
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AI search visibility
Criteo is a global commerce media platform providing advertising solutions to retailers and brands, focused on driving sales and customer engagement worldwide.
| Website | Gemini | ChatGPT Unlocked with AI monitor | Perplexity | Copilot | Other |
|---|---|---|---|---|---|
| criteo.fr | ✕Not visible | ||||
| ✕Not visible | |||||
| ✓Mentioned | |||||
| ✓Mentioned | |||||
| ✕Not visible | |||||
| ✕Not visible |
Approximate assistant usage share · StatCounter · Gemini also answers inside Google Search (AI Overviews, 2B+ monthly users).
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Machine interfaces
Criteo exposes 4 of 8 interfaces agents look for: AI crawler access, Bot user-agent handling, Server-rendered content, Machine-readable contact.
Locked
All 8 interfaces and 26 checks for criteo.fr
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-Readable
Agents can read the site, but acting on it still breaks. 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="criteo-fr" 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
Criteo and AI agents: common questions
Is Criteo readable by AI agents?+−
Criteo (criteo.fr) scores 60 out of 100 for agent readiness, grade C, measured 2 days ago, on 28.09.2026. 0 of 3 agent classes we test can use the site, and 4 checks currently block agents outright.
What stops agents from using criteo.fr?+−
The heaviest problems are: No llms.txt; The site does not say who it is; No API or feed to read; No MCP endpoint to call; No stated policy for automated access. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.
How is the Criteo agent-readiness score calculated?+−
Qomvia fetches public pages of criteo.fr 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 28.09.2026.
Compare and keep reading
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.