Kuroma Kuroma

nerdwallet.com scores 68/100 for AI Readiness

NerdWallet: Finance smarter (nerdwallet.com) is a Wealth Management / Investment site; Kuroma measured its AI Readiness at 68/100 (grade A), audited 20 Aug 2026. Its strongest area is Technical Optimization (89) and its weakest is On-Page Content (59); the biggest single gap is Structured Data Quality at 0/100 (No extractable data structures found — the page is unbroken prose). That places it in the top quartile of the 105 FinTech sites Kuroma has audited.

Audited URL: https://nerdwallet.com

68/100
Grade
A

Great job! Your page is well-optimized with minor improvements possible.

Updated today

Top 25% in FinTech Median 51 · Top quartile 56 · across 105 audited sites in FinTech

Is nerdwallet.com ready for AI search?

Largely yes: nerdwallet.com scores 68/100 (grade A). The remaining fixes are Make This Page’s Facts Extractable and Make Media Machine-Readable to AI.

Category scores

On-Page Content 25% of the score 59
Technical Optimization 20% of the score 89
Authority Signals 25% of the score 60
AI Readiness 30% of the score 69

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.

  1. Make This Page’s Facts Extractable up to +4.5 pts

    On https://nerdwallet.com · On-Page Content → Structured Data Quality, scored 0/100

    • No extractable data structures found — the page is unbroken prose
    • Present comparable facts as a table with a header row, so an engine can quote a specific value
    • Break enumerable points into a list of three or more items rather than a run-on paragraph
  2. Strengthen E-E-A-T Signals up to +4.3 pts

    On https://nerdwallet.com · Authority Signals → E-E-A-T Signals, scored 39/100

    • No author attribution found
    • Add author byline with name and credentials
    • Create detailed author bio pages
    • Include "About Us" with company history
  3. Increase Citation-Worthy Content up to +3.8 pts

    On https://nerdwallet.com · AI Readiness → Citation-Worthiness, scored 50/100

    • Conduct original research or surveys
    • Include specific statistics with sources
    • Add expert quotes and interviews
  4. Add Trust Signals up to +3 pts

    On https://nerdwallet.com · Authority Signals → Trust & Brand Signals, scored 67/100

    • No contact information easily accessible
    • Your Organization schema declares 4 of the identity properties engines read; add the rest (name, url, logo, sameAs, contactPoint, address)
    • Add clear contact options (form, email, phone)
    • Add customer testimonials or reviews
  5. Add External Citations & References up to +2.7 pts

    On https://nerdwallet.com · Authority Signals → External Citations & References, scored 70/100

    • Use citation language like "according to..." or "research shows..."

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

  • Content Depth & Comprehensiveness Pass 82/100

    6.5% of the overall score

    Found: 2860 words, 79 paragraphs, 1 lists, 294 images (68 with alt text)

    • Limited use of lists for scannable content
    • 226 images missing alt text (e.g. data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB3aWR0aD0iMjQiIHZpZXdCb3g9IjAgMCAxNiAxNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIiA+PHBhdGggZmlsbC1ydWxlPSJldmVub2RkIiBjbGlwLXJ1bGU9ImV…
  • Question Coverage & FAQ Presence Partial 62/100

    6.5% of the overall score

    No FAQ structure. 11 question headings. 0 questions detected in content

    • No FAQ schema markup detected
  • Structured Data Quality Fail 0/100

    4.5% of the overall score

    2 JSON-LD scripts. Schema types: Organization, WebSite

    • No extractable data structures found — the page is unbroken prose
  • AI Readability Score Partial 69/100

    3% of the overall score

    Average 8 words/sentence. 0 long sentences. No text formatting.

  • Heading Hierarchy Pass 100/100

    2.8% of the overall score

    H1: 1, H2: 6, H3: 20. Proper hierarchy.

  • Media Accessibility Needs work 26/100

    1.8% of the overall score

    Measures whether images, video, and charts have text equivalents AI can read.

    • 159 of 227 content images have no alt text, so their content is invisible to AI search.
    • 32 images have alt text too short to describe what they show ("Nerdwallet icon", "Nerdwallet logo", "Close").
    • 49 images have no caption, so AI can't read the takeaway of a chart or diagram without one.
    • This page has 227 images but only ~2860 words, so your key information may be trapped in images that AI search can't read.

Technical Optimization 20% of the score

  • Schema Markup Completeness Pass 90/100

    1% of the overall score

    2 valid schemas, has Organization, has OpenGraph

  • Page Performance Indicators Pass 100/100

    2% of the overall score

    0 render-blocking resources. 2531 elements for 2860 words

  • Mobile Optimization Partial 70/100

    4% of the overall score

    Has viewport. 38 responsive images

  • Crawlability & Accessibility Pass 93/100

    13% of the overall score

    HTTPS enabled. Has canonical. Indexable. All scored AI crawlers allowed. 3 placeholder links

    • Canonical URL does not match page URL
    • Training-data crawlers blocked by policy choice: Google-Extended. This is a content-licensing decision with no AI search visibility cost, so it is not scored.

Authority Signals 25% of the score

  • E-E-A-T Signals Needs work 39/100

    7% of the overall score

    Experience: 4/10. Expertise: 4/25. Authority: 8/25. Trust: 20/25

    • No author attribution found
  • External Citations & References Partial 70/100

    9% of the overall score

    30 external links, 0 citation phrases, 27 statistics. Has references section.

  • Trust & Brand Signals Partial 67/100

    9% of the overall score

    Present: About page, Publisher schema (4 identity properties), Privacy Policy, Legal notice, Social profiles (4)

    • No contact information easily accessible

AI Readiness 30% of the score

  • Answer Box Potential Partial 70/100

    7.2% of the overall score

    4 of 27 headings open a quotable passage, 2 definitions, 0 comparison structures

  • Citation-Worthiness Partial 50/100

    7.5% of the overall score

    0 original data indicators, 20 percentages, 0 quotes.

  • Content Freshness Pass 83/100

    5.7% of the overall score

    References current year. Last modified: 8/20/2026

  • Unique Value Proposition Partial 53/100

    5.1% of the overall score

    9 of 252 passages carry a figure, 3 set two figures against each other, 6 named versions or models.

  • AI Discoverability Not measured 96/100

    3% of the overall score

    Score: 96/100

  • Raw HTML Availability Pass 100/100

    1.5% of the overall score

    2860 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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