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ahrefs.com
Ahrefs—AI Marketing Platform Powered by Big Data
AI Agentic Readiness
11 / 30
agentic checks passed 51% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
ahrefs.com is live and passes 11 of 30 agentic-readiness checks (51%). It runs on shopify on cloudflare over HTTPS.
For AI agents, ahrefs.com's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. 1 render-blocking script(s) in <head>.
Its main gaps are no structured tables or lists, no speakable schema for voice agents, no llms.txt for agent discovery, and no robots.txt guidance for AI crawlers. An agent can read ahrefs.com's content but has little machine-readable way to discover it - closing the AI discovery gap would be the fastest lift.
Agent interaction
~Semantic HTML5 & AccessibilityOnly 75% of images have alt text
✓Clean, Crawlable HTMLPage has title and meta description
~Extraction Friction ScoreHigh jargon density in opening content
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✓Layout Stability & Responsiveness62/64 images lack explicit width/height - the most common cause of layout shift (CLS)
✓Canonical URL StrategySingle canonical tag present (no duplicates)
~Page Speed: Page SizeHomepage HTML is 1136KB
✓Page Speed: Load Blockers1 render-blocking script(s) in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
✓Sentence AtomicityAverage 50% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 32.8% across 1 pages (target >15%)
~Definition PatternsOnly 1 definition pattern(s) found
~Answer Capsule Pattern4/8 H2 sections have 15-30 word self-contained capsules (50%)
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
~Schema Coverage & DepthArticle schema missing or has fewer than 2 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://ahrefs.com/llms.txt (connection failed)
✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
~Sitemap CompletenessNo lastmod dates in sitemap
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
✓Internationalization SignalsSelf-referencing hreflang present on homepage
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
~Entity Authority & E-E-A-TNo phone number found on homepage
✓Creator TransparencyVisible authorship is present on some content but inconsistent
✗Methodology TransparencyLittle content-production or review transparency is visible
~AI Assistance DisclosureNo AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)
✗Visible Date SignalNo visible date signals found across homepage (no <time> elements, no JSON-LD dates, no article meta dates)
✓Title & Meta QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
✗Content Freshness SignalsNo JSON-LD date properties (datePublished/dateModified) found across homepage
✗Author & Expert SchemaNo Person schema found across homepage
Every check is a verifiable fact about ahrefs.com's live pages. Scoring follows Google Lighthouse agentic-browsing: a fraction of concrete checks, not an invented 0-100.
How to improve for AI agents
The highest-impact changes to make ahrefs.com more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present ahrefs.com's comparison and spec data as real HTML tables and lists agents can extract.