SchemaReports vs Screaming Frog: crawler vs semantic audit

Screaming Frog is a desktop crawler that maps every URL on a site and flags technical SEO issues. SchemaReports runs in the browser and uses AI to read what your content actually means. Different categories. Many agencies use both.

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SchemaReports vs Screaming Frog

Side-by-side: SchemaReports vs Screaming Frog

Screaming Frog gives you a spreadsheet of URLs. SchemaReports gives you a prioritized list of fixes.

Feature
SchemaReports
Screaming Frog
Platform
✓ Cloud, runs in browser
✗ Desktop install required
Analysis type
✓ AI semantic understanding
✗ Crawl-based data extraction
What you get
✓ Recommendations and scores
✗ Raw data export, you interpret
Crawl scope
✗ One page at a time
✓ Full-site crawl (millions of URLs)
Pricing
✓ Free full audit. Pro $19, Multi-Business $49, Prospector $75, Agency $99/mo.
✗ Free up to 500 URLs. Paid license about £199/year.
Best for
✓ Knowing what to fix
✓ Mapping URL structure at scale
Run free 12-phase audit

Crawler vs audit: different categories

Screaming Frog exports spreadsheets of every URL. SchemaReports tells you which findings actually move scores and exactly how to fix them.

It maps every URL on your site, follows internal and external links, flags broken links, duplicate titles, missing meta tags, and redirect chains. It is a diagnostic crawler for technical SEO professionals working at scale.

  • Maps every URL on a site
  • Flags broken links, redirect chains
  • Built for technical SEO professionals

It reads one page (or any page you point it at) and runs a 12-phase audit including psychology, trust, conversion, AI readiness, and ADA. The output is prioritized fixes with plain-language explanations, not a spreadsheet to interpret.

  • Semantic content analysis
  • Prioritized recommendations
  • Plain-language explanations

Large site with thousands of URLs and crawl errors? Use Screaming Frog. Want to know whether your homepage actually converts and what to change first? Use SchemaReports. Most agencies run both for different jobs.

  • Crawl errors at scale → Screaming Frog
  • Page conversion check → SchemaReports
  • Both? Use both, they do different jobs

Many agencies do. Screaming Frog handles the technical site crawl, SchemaReports handles the AI content and conversion audit. They cover different layers of the same problem.

  • Screaming Frog handles the technical crawl
  • SchemaReports handles the content audit
  • Different categories, complementary
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SchemaReports vs Screaming Frog
12-Phase Coverage
Performance ✓
Core Web Vitals live
SEO Elements ✓
Meta, headings, entity
Content Quality ✓
AI semantic reading
Psychology ✓
Persuasion patterns
Trust ✓
SSL, headers, signals
Conversion ✓
Forms, CTAs, paths
AI Readiness ✓
ChatGPT, Gemini, Perplexity
Links & Images ✓
404s, redirects, alts
Schema ✓
JSON-LD validation
Local SEO ✓
NAP, GBP, geo signals
Visual UX ✓
Mobile, layout, type
ADA ✓
WCAG 2.1 AA
What Screaming Frog Covers
Full-site URL crawler. Maps every link, finds 404s, exports raw data. Complementary to a 12-phase page audit.

Crawl + intelligence, in one cloud audit

Screaming Frog crawls. SchemaReports crawls, reads, scores, and recommends. All in the browser. No install.

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SEO Entity Signals
78/100
Crawlability & Indexing ?
Indexable ✓ Yes
Followable ✓ Yes
Canonical ✓ Set (self-referencing)
robots.txt ✓ Present
Sitemap ✗ Not found
Social Sharing ?
Open Graph ✗ Missing: og:title
Twitter Card ✗ Missing: twitter:title
Heading Structure ?
h1
1
h2
12
h3
22
h4
0
h5
1
h6
0

SchemaReports vs Screaming Frog: questions

When to reach for the crawler, when to reach for the AI audit, and when to use both.

Is SchemaReports a Screaming Frog replacement?

No. They are different categories. Screaming Frog is a site-wide crawler that exports raw data. SchemaReports is an AI page audit that interprets what is happening and tells you what to fix.

  • Screaming Frog: full-site crawl, raw data export
  • SchemaReports: page-level AI audit, prioritized fixes
Does SchemaReports crawl my whole site?

Today it audits one page at a time, typically the homepage or a key landing page. Multi-page audits are on the roadmap for paid plans. For full-site URL inventory, Screaming Frog is the right tool.

  • One URL per audit today
  • Multi-page batch audits on the roadmap
Does Screaming Frog read my content?

It extracts text and metadata. It does not interpret meaning, score E-E-A-T, evaluate trust signals, or check AI readiness. Those are semantic and qualitative judgments a crawler does not make.

  • Screaming Frog extracts text but does not interpret it
  • SchemaReports reads the content and scores quality
Do I need to install anything to use SchemaReports?

No. SchemaReports runs in any modern browser. Screaming Frog requires a desktop install on macOS, Windows, or Linux.

  • SchemaReports: cloud, browser-based
  • Screaming Frog: desktop install, OS-specific
Is Screaming Frog free?

Free up to 500 URLs. The paid license is about £199 per year per seat. SchemaReports free tier runs the full 12-phase AI engine on one full audit on any new domain, no card.

  • Screaming Frog free: capped at 500 URLs
  • SchemaReports free: full 12-phase audit, no card
Can I use both together?

Yes, that is the most common pattern. Screaming Frog handles the full-site URL inventory and technical issues. SchemaReports handles AI content quality, conversion, and AI readiness on the pages that matter.

  • Screaming Frog: site-wide crawl
  • SchemaReports: page-level AI audit

Want to see what AI audit adds on top of your crawl data?

Run free 12-phase audit

Your crawler reads URLs. This one reads your content.

Run a full 12-phase AI audit on any page in 2 to 5 minutes. No install, no card. Pair it with your existing crawl tool.

  • AI semantic content analysis
  • 12 phases including psychology, conversion, AI readiness, ADA
  • Free tier with the full engine, no install
Run free 12-phase audit See pricing
SchemaReports vs Screaming Frog
Free, full audit

AI insights, no install, no card