Kuroma
www.tw-frogs.com scores 36/100 for AI Readiness
www.tw-frogs.com scores 36/100 (grade D) on AI Readiness, audited 10 Aug 2026. Its strongest area is On-Page Content (46) and its weakest is AI Readiness (21); the biggest single gap is Citation-Worthiness at 0/100 (Limited use of specific statistics).
Audited URL: https://www.tw-frogs.com/
This audit is 37 days old. AI answers change between audits, so what AI search sees today may differ from this card.
Is www.tw-frogs.com ready for AI search?
Not yet: www.tw-frogs.com scores 36/100 (grade D). Start with Add FAQ Schema Markup and Expand Content Depth & Comprehensiveness.
Category scores
This audit was scored on rubric version 2026-08-10, not the current 2026-08-13 rubric. Scores are only comparable within one rubric generation, so how much each check counts toward the total is left out. The checks on this page, their verdicts and their scores are exactly what that audit measured. A fresh audit of this site is scored on the current rubric.
All 19 scored checks
Every check the published rubric scores, with what this audit found on the page.
On-Page Content
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Found: 396 words, 5 paragraphs, 22 lists, 16 images (10 with alt text)
- Content length (396 words) is below recommended minimum of 1,000 words
- 6 images missing alt text (e.g. /css/icons/icon-search-2.svg, /images/idx-about.png, /images/man.png)
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FAQ section found (no schema). 0 question headings. 4 questions detected in content
- No FAQ schema markup detected
- Few question-based headings
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No JSON-LD structured data found
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Average 16 words/sentence. 1 long sentences. No text formatting.
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H1: 1, H2: 0, H3: 3. Hierarchy issues.
- Heading levels are skipped (H1 straight to H3)
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Measures whether images, video, and charts have text equivalents AI can read.
- 6 of 16 content images have no alt text, so their content is invisible to AI search.
- 7 images have alt text too short to describe what they show ("B2", "B2", "B1").
- 15 images have no caption, so AI can't read the takeaway of a chart or diagram without one.
- This page has 16 images but only ~396 words, so your key information may be trapped in images that AI search can't read.
Technical Optimization
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0 valid schemas, has OpenGraph
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30 render-blocking resources. 397 elements for 396 words
- 30 render-blocking scripts and stylesheets load before this page can appear
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Has viewport
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HTTPS enabled. Has canonical. Indexable. AI crawler access unverified (robots.txt unreadable). 13 placeholder links
- 13 of 80 links cannot be followed by a crawler
- The response at www.tw-frogs.com is not a robots.txt file, so AI crawler access could not be verified.
Authority Signals
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Experience: 0/10. Expertise: 6/25. Authority: 0/10. Trust: 4/25
- No author attribution found
- No publication or update dates found
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5 external links, 0 citation phrases, 0 statistics. No references section.
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Present: SSL, Contact, Social Links
- No privacy policy link found
AI Readiness
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0 definitions, 0 ordered lists, 0 comparison structures
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0 original data indicators, 0 percentages, 0 quotes.
- Limited use of specific statistics
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No recent year references
- No recent year references in content
- No machine-readable date on the page, so AI cannot tell when it was written
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0 of 28 passages carry a figure, 0 set two figures against each other, 0 named versions or models.
- No passage on the page carries a figure a reader could check
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Score: 63/100
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396 words readable without JavaScript
This audit measures citation readiness: how easily AI engines can crawl, extract, and quote these pages. It cannot see the off-site brand footprint (mentions, reviews, third-party coverage) that gates whether AI engines retrieve a brand at all; Kuroma's visibility scans and off-site signals track that side. How the score works
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