uvik.net scores 72/100 for AI Readiness
Hire Senior Python & AI Engineers (uvik.net) is a Technology site; Kuroma measured its AI Readiness at 72/100 (grade A), audited 20 Aug 2026. Its strongest area is Technical Optimization (81) and its weakest is AI Readiness (65); the biggest single gap is Structured Data Quality at 22/100 (5 JSON-LD scripts. Schema types: Organization, ProfessionalService, Service, WebSite, WebPage, BreadcrumbList, FAQPage). That places it in the top quartile of the 3,299 Technology sites Kuroma has audited.
Audited URL: https://uvik.net
The most points to recover are in Citation-Worthiness: it scored 40/100 on a check worth 7.5% of the total, which takes 4.5 points off the overall score.
This audit is 25 days old. AI answers change between audits, so what AI search sees today may differ from this card.
Top 25% in Technology Median 46 · Top quartile 53 · across 3,299 audited sites in Technology
Is uvik.net ready for AI search?
Largely yes: uvik.net scores 72/100 (grade A). The remaining fixes are Make This Page’s Facts Extractable and Improve AI Readability Score.
Category scores
Top fixes, ranked by points recovered
Ranked by each check's share of the overall score times how far it fell short, so the biggest number is the biggest win, not the lowest score.
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Increase Citation-Worthy Content up to +4.5 pts
On https://uvik.net · AI Readiness → Citation-Worthiness, scored 40/100
- Conduct original research or surveys
- Include specific statistics with sources
- Add expert quotes and interviews
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Add External Citations & References up to +4.1 pts
On https://uvik.net · Authority Signals → External Citations & References, scored 55/100
- Use citation language like "according to..." or "research shows..."
- Add a references or sources section
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Make This Page’s Facts Extractable up to +3.5 pts
On https://uvik.net · On-Page Content → Structured Data Quality, scored 22/100
- Add a caption to each table so an engine knows what the table is of
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Improve Unique Value Proposition up to +3 pts
On https://uvik.net · AI Readiness → Unique Value Proposition, scored 42/100
- Most passages describe the offer in general terms; carry the figures into them rather than leaving them in one panel
- Widen the evidence: prices, percentages, measured magnitudes and volumes each answer a different question about the same claim
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Strengthen E-E-A-T Signals up to +2.9 pts
On https://uvik.net · Authority Signals → E-E-A-T Signals, scored 58/100
- No author attribution found
- Add author byline with name and credentials
- Create detailed author bio pages
- Include "About Us" with company history
All 19 scored checks
Every check the published rubric scores, with what this audit found on the page.
On-Page Content 25% of the score
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6.5% of the overall score
Found: 3164 words, 48 paragraphs, 33 lists, 1 tables, 51 images (51 with alt text)
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6.5% of the overall score
FAQ schema present. 7 question headings. 10 questions detected in content
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4.5% of the overall score
5 JSON-LD scripts. Schema types: Organization, ProfessionalService, Service, WebSite, WebPage, BreadcrumbList, FAQPage
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3% of the overall score
Average 21 words/sentence. 0 long sentences. No text formatting.
- No block of writing on this page reads as a paragraph, so paragraph length could not be judged
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2.8% of the overall score
H1: 1, H2: 10, H3: 24. Proper hierarchy.
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1.8% of the overall score
Measures whether images, video, and charts have text equivalents AI can read.
- 4 images have alt text too short to describe what they show ("Hire engineers", "Markets", "Career").
- 22 images have no caption, so AI can't read the takeaway of a chart or diagram without one.
Technical Optimization 20% of the score
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1% of the overall score
5 valid schemas, has Organization, has OpenGraph
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2% of the overall score
6 render-blocking resources. 1452 elements for 3164 words
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4% of the overall score
Has viewport
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13% of the overall score
HTTPS enabled. Has canonical. Indexable. All scored AI crawlers allowed. 6 placeholder links
- 6 of 167 links cannot be followed by a crawler
- Informational: robots.txt references legacy AI crawler token(s): anthropic-ai. Vendors no longer document these; migrate to the current tokens (for Anthropic: ClaudeBot, Claude-SearchBot, Claude-User).
Authority Signals 25% of the score
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7% of the overall score
Experience: 10/10. Expertise: 7/25. Authority: 15/25. Trust: 20/25
- No author attribution found
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9% of the overall score
27 external links, 0 citation phrases, 12 statistics. No references section.
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9% of the overall score
Present: About page, Publisher schema (8 identity properties), Privacy Policy, Legal notice, Contact, Testimonials, Social profiles (3)
AI Readiness 30% of the score
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7.2% of the overall score
15 of 35 headings open a quotable passage, 1 definitions, 1 comparison structures, FAQ schema
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7.5% of the overall score
0 original data indicators, 10 percentages, 0 quotes.
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5.7% of the overall score
References current year. Last modified: 8/3/2026
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5.1% of the overall score
11 of 186 passages carry a figure, 1 set two figures against each other, 1 named versions or models.
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3% of the overall score
Score: 45/100
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1.5% of the overall score
3164 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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