AI crawlers allowed
0/20 pts
Blocks one or more AI crawlers in robots.txt. AI engines cannot index pages they cannot fetch.
Fix: Remove Disallow rules for AI user-agents in robots.txt, or add explicit Allow lines.
AI Readiness Report
How visible forbes.com is to AI engines like ChatGPT, Perplexity, Gemini, and Claude, based on a technical scan of crawler access, structured data, and citation signals.
Summary
forbes.com has an AI Readiness score of 70/100, placing it at Maturity Level 0: Invisible. The site was scanned on April 27, 2026 across 7 technical signals that influence whether AI engines like ChatGPT, Perplexity, Gemini, and Claude can discover, parse, and cite content from forbes.com.
Maturity Level 0
Based on 70 out of 100 points across 7 technical signals that influence whether AI engines can discover, parse, and cite forbes.com.
Content-level signals were checked on: https://www.forbes.com/sites/small-business/article/ai-podcasts-for-business-le…
0/20 pts
Blocks one or more AI crawlers in robots.txt. AI engines cannot index pages they cannot fetch.
Fix: Remove Disallow rules for AI user-agents in robots.txt, or add explicit Allow lines.
0/10 pts
No /llms.txt file. AI engines have no curated guide to the site's purpose and key pages.
Fix: Publish /llms.txt with a short site description and links to your most important pages.
15/15 pts
JSON-LD Organization or LocalBusiness markup is present on the homepage.
15/15 pts
Article, BlogPosting, or NewsArticle markup is present on content pages.
15/15 pts
JSON-LD FAQPage markup found.
10/10 pts
JSON-LD Person schema with sameAs or url to verifiable identity is present.
15/15 pts
A Sitemap: directive in robots.txt points to the sitemap.xml file.
The score above measures technical readiness. The next step is measuring whether ChatGPT, Perplexity, Gemini, and Claude currently mention forbes.com for the queries that matter. The free AI Visibility Audit runs live queries against the engines and reports back.
Run free AI Visibility Audit →Re-scan forbes.com →
Run a fresh AI Readiness scan now.
Maturity model →
The 5-level framework behind this score.
2026 report →
How forbes.com compares to the top 500.
forbes.com scored 70 out of 100 on the Appearly AI Readiness scan, placing it at Maturity Level 0 (Invisible).
No. Blocks one or more AI crawlers in robots.txt. AI engines cannot index pages they cannot fetch. Remove Disallow rules for AI user-agents in robots.txt, or add explicit Allow lines.
No. No /llms.txt file. AI engines have no curated guide to the site's purpose and key pages. Publish /llms.txt with a short site description and links to your most important pages.
Yes. JSON-LD Organization or LocalBusiness markup is present on the homepage.
Yes. Article, BlogPosting, or NewsArticle markup is present on content pages.
Yes. JSON-LD FAQPage markup found.
Yes. JSON-LD Person schema with sameAs or url to verifiable identity is present.
Yes. A Sitemap: directive in robots.txt points to the sitemap.xml file.
Appearly scans up to 8 pages per domain (homepage, robots.txt, /llms.txt, sitemap, and a discovered content page) to evaluate 7 signals weighted from 10 to 20 points each. The maturity model maps total score to one of 5 levels: Invisible (0), Discoverable (1), Indexable (2), Retrievable (3), Cited (4).
Sources and references:
Published: · Last updated: · Publisher: Appearly (AI Visibility Platform)