Agent-readiness report, Media and publishing
Is Forbes agent-ready?
No class of agent can use Forbes today: they cannot read it or call it as a tool.
forbes.com, 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
- 15
- Weak spots
- 7/26
- Checks passed
What costs Forbes the most
0 of 3 agent classes work
- ✕Answer engines & research agents
- ✕MCP tool-callers
- !Summarisers & knowledge agents
- ✕
robots.txt turns AI crawlers away
ChatGPT and Perplexity are told not to read the site, so it cannot appear in their answers.
Blocker - ✕
No llms.txt
Nothing tells an agent where the useful pages, feeds and policies are.
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
✓7 checks passed · 14 more to fix+−
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AI search visibility
Forbes is a global media company that publishes news, analysis, and rankings in business, finance, and lifestyle for a worldwide audience of professionals and investors.
| Website | Gemini | ChatGPT Unlocked with AI monitor | Perplexity | Copilot | Other |
|---|---|---|---|---|---|
| forbes.com | ✕Not visible | ||||
| ✕Not visible | |||||
| ✓Mentioned |
Approximate assistant usage share · StatCounter · Gemini also answers inside Google Search (AI Overviews, 2B+ monthly users).
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Machine interfaces
Forbes exposes 3 of 8 interfaces agents look for: Bot user-agent handling, Server-rendered content, Organisation markup.
Locked
All 8 interfaces and 26 checks for forbes.com
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
Not yet certified
forbes.com is in progress: Partly readable. Not yet good enough to display a public mark. Reach 60/100 to earn Agent-Readable and display it on your site.
Preview of Agent-Readable, greyed out until forbes.com scores 60/100. There is no embed code until it is earned.
- Agent-Ready Champion90+
- Agent-Ready75+
- Agent-Readable60+
- In Progress40+, dashboard only
Forbes and AI agents: common questions
Is Forbes readable by AI agents?+−
Forbes (forbes.com) scores 54 out of 100 for agent readiness, grade D, 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 forbes.com?+−
The heaviest problems are: robots.txt turns AI crawlers away; No llms.txt; 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 Forbes agent-readiness score calculated?+−
Qomvia fetches public pages of forbes.com 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.
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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.