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frameandfocal.com

1 page · 6.4s · Scanned just now

0/ 100
AI automation score

Mostly AI-generated

72% confidence

How to read this score
0–35 · Mostly human35–65 · Mixed signals65–100 · Mostly AI

The score is a fingerprint of automation, not a quality judgment. A high score means the page reads as machine-generated. It doesn't mean the page is bad.

What we saw

The blog exhibits strong AI-generation signals despite superficial appearance of specificity. The article titles and descriptions follow a consistent pattern: obscure niche topic + technical jargon + fabricated research citations (ASTM, PADI, USDA ARS, NRCS) that create an illusion of authority. The tone is uniformly technical across all posts with no editorial voice, and the subject-matter combinations (sword smithing, Amish buggies, stone walls) appear designed to test LLM output variety rather than reflect genuine editorial expertise. The structure is a standard blog-card grid. However, all images have alt text and the page is in English with substantial word count, preventing very high confidence.

70/100Managed
AI Governance

3 governance risks detected

3 medium
What we scanned
Page title
Blog | Frame & Focal
Meta description
Explore all photography articles — techniques, gear reviews, editing tutorials and more.
Final URL
https://frameandfocal.com/blog
Canonical URL
https://frameandfocal.com/blog
Robots directive
index, follow
Language
en
Built with
Next.js
Search & social preview

How the page presents itself in a Google result and as a shared link, rebuilt from the tags we crawled.

Google result
f
frameandfocal.comframeandfocal.com/blog

Blog | Frame & Focal

Explore all photography articles — techniques, gear reviews, editing tutorials and more.

  • Title · 20 characters
  • Description · 88 characters
Fine-tune this snippet in the SERP simulator
Shared link card
frameandfocal.com

Blog | Frame & Focal

Explore all photography articles — techniques, gear reviews, editing tutorials and more.

  • Open Graph image present
AI Governance
70/100
Managed3 risks detected
mediumAI score ≥ 70 (predominantly AI-generated content)

AI-generated content may not be copyrightable

The US Copyright Office has held that AI-generated content without sufficient human authorship cannot be registered and receives no copyright protection. This means competitors can freely copy AI-generated pages and you lose exclusivity over your content.

US Copyright Office — Copyright and Artificial Intelligence (2023)EU Copyright Directive
Official guidanceUS Copyright Office — AI and Copyright guidanceCopyright Office — Policy Statement on AI-generated works
Fix
AI authorship documentation guide
## Protecting AI-Assisted Content

To maximise copyright protection for AI-assisted content:

1. **Document human contributions** — Keep records of the prompts used,
   the editorial decisions made, and the human modifications applied.

2. **Edit substantially** — Meaningful human selection, arrangement, and
   creative editing of AI output can establish copyrightable authorship.

3. **Register what you can** — Register works with significant human
   authorship via the US Copyright Office, disclosing AI use as required.

4. **Update your Terms of Service** to address AI-generated content:
   > "Content on this site may be created with AI assistance. We retain
   > rights to the selection, arrangement, and editorial expression of
   > all published content."

See the Copyright Office's [AI guidance](https://www.copyright.gov/ai/)
for current registration requirements.
Pro2 more risks hidden

Unlock the full breakdown

Pro shows each risk’s plain-English explanation, regulatory framework, official guidance links, and copy-paste fix snippets — plus the AI-generated governance document for your site.

2 medium
See Pro pricing
Top findings
  • Strong signalContent

    Fabricated research citations create false credibility while concealing generic LLM phrasing underneath.

    Evidence
    • “Tested with 217 seminary students over 14 months; improves retention by 38% vs. monochrome reading”body
    • “Based on PADI research, Nauticam lab tests, and 15 years of field data from 47 dive sites”body
    • “backed by ASTM data, field measurements, and wildlife photographer case studies”body
    Try this

    Audit every claim against actual published sources; remove made-up statistics and citations that cannot be verified, or replace with genuine methodologies from your own work.

  • Strong signalTone

    Every post reads in identical hyper-technical register with no editorial voice, personality, or tonal variation.

    Evidence
    • “rigorous, evidence-based methodology using color-coded visual annotation”body
    • “engineering-led analysis”body
    • “data-driven analysis”body
    Try this

    Vary post tone by author and topic: a gear review could be casual and opinionated, a tutorial casual and instructional, a case study formal—break the uniform technical voice.

  • Clear signalStructure

    Subject matter appears arbitrary (sword smithing, Amish buggies, stone walls) rather than coherent editorial calendar or expertise.

    Evidence
    • “Sword Smithing in Snow: Forging Blades in Sub-Zero Conditions”H2
    • “Stone Wall in Garden: Design, Build, and Maintain a Timeless Feature”H2
    • “How to Cross-Process Amish Buggy Photos: Film, Chemistry & Ethics”H2
    Try this

    Build a coherent editorial strategy that demonstrates depth in 3–5 core topics; each post should connect to a recognizable area of genuine expertise, not random niche combinations.

SEO auditGood
79/100
AI breakdown by category
  • Content82

    Heavy use of false specificity (ASTM data, PADI research, exact percentages, fabricated datasets) masking generic LLM-pattern content structure.

  • Structure72

    Simple blog grid layout with consistent post card pattern (category label + title + description + author + date), minimal custom structure or asymmetry.

  • Imagery65

    12 images all with alt text present, but uniform thumbnail grid with no visible inconsistencies or real-world photography markers evident from metadata.

  • Tone82

    Consistent register across all posts: hyper-technical, data-driven voice with no personality variance, jokes, or editorial breaks; reads as single-prompt generation.

By the numbers
  • Words515
  • Images12
  • Alt coverage100%
  • Internal links33
  • External links0
  • Schema blocks0
  • HTML size66 KB
  • Text-to-HTML6%
LLM-marker phrases

No common LLM-marker phrases found — none of the stock AI vocabulary we scan for appears in the body text even once.

SEO audit detail
  • Meta tags
    All present
    Why this matters

    Why it matters. Title and description are the two strings Google shows in search results. They decide whether anyone clicks. A canonical tag tells Google which URL is the source of truth when the same content lives at multiple paths.

    Passing looks like. A non-empty title under 60 characters, a meta description under 160, and a self-referencing canonical link.

    Fix. Add the missing tags inside the page head. Treat the title as a headline you'd want to read in a SERP, not a brand slogan.

  • Heading structure
    1 H1, 12 H2
    Why this matters

    Why it matters. Headings are how crawlers and assistive tech understand a page's outline. One H1 names the page. H2s break it into sections. Skipped levels and missing H1s confuse both.

    Passing looks like. Exactly one H1, at least one H2, and no skipped levels (no H1 to H3 jumps).

    Fix. Replace the missing or duplicate H1 with a single, descriptive heading. Promote section titles to H2. Demote sub-points to H3.

  • Mobile readiness
    Responsive
    Why this matters

    Why it matters. Google indexes mobile-first. A page without a responsive viewport renders zoomed-out on phones, fails Core Web Vitals on touch, and loses its mobile ranking.

    Passing looks like. A meta viewport tag with width=device-width and a layout that reflows under 600px.

    Fix. Add a viewport meta tag set to width=device-width and initial-scale=1, then audit your largest blocks at mobile widths.

  • Page speed signals
    Slow response: 6.4s
    Why this matters

    Why it matters. Page weight and response time directly feed Core Web Vitals. Slow LCP and oversized HTML hurt rankings more than people expect.

    Passing looks like. First-byte under 1.5s, HTML payload under 500 KB, fewer than 30 images on the initial render.

    Fix. Trim render-blocking scripts, defer non-critical CSS, and serve compressed images sized to the viewport. Move heavy components below the fold.

  • Schema markup
    No JSON-LD
    Why this matters

    Why it matters. JSON-LD structured data is how you earn rich results: review stars, FAQ accordions, breadcrumbs, article cards. Skip it and Google has nothing structured to pull from when it builds your SERP card.

    Passing looks like. At least one valid JSON-LD block matching schema.org types relevant to the page (Article, Product, FAQPage, Organization).

    Fix. Add an application/ld+json script block describing the page. Validate with Google's Rich Results Test before deploying.

  • Broken links
    0/5 broken in sample
    Why this matters

    Why it matters. Broken internal links waste crawl budget, degrade UX, and signal to Google that the site isn't well-maintained. They also cap how deep crawlers reach.

    Passing looks like. Every internal link in the sample returns 2xx or 3xx. No dead anchors, no stale paths.

    Fix. Use the link list above to spot the broken paths. Either restore the missing pages or update the links to point at live URLs.

  • Image alt text
    All have alt
    Why this matters

    Why it matters. Alt text is what screen readers read aloud, and what Google reads instead of pixels. Skip it and you lose on both fronts.

    Passing looks like. Every meaningful image has a descriptive alt attribute. Decorative images can use alt="" to be skipped intentionally.

    Fix. Audit images in /assets and CMS uploads. Write alts that describe what's in the image, not what it links to.

Heading outline

Every H1, H2, and H3 we found on the page, in document order.

Show heading outline
  1. H1All Articles
  2. H2Color Splash Bible Study: A Precision Workflow for Biblical Text Analysis
  3. H220 Sunflower Field Photos That Master Light, Composition, and Botanical Timing
  4. H2Bamboo Flooring at Bird Blinds: Stability, Sound, and Wildlife Photography Performance
  5. H2Freeze Motion Underwater: Shutter Speed, Lighting & Gear Tactics
  6. H2Best Camera Slider for Aurora Photography: Precision, Stability & Cold-Weather Reliability
  7. H2How to Cross-Process Amish Buggy Photos: Film, Chemistry & Ethics
  8. H2Red Scale Blue Tang: Technical Photography Analysis & Field Protocol
  9. H2Sword Smithing in Snow: Forging Blades in Sub-Zero Conditions
  10. H2Stone Wall in Garden: Design, Build, and Maintain a Timeless Feature
  11. H2How to Start Lifestyle Photography: Practical Steps for Real Results
  12. H2Freelensing with a Beanie Hat: Creative Bokeh, Control, and Real-World Results
  13. H2Mastering Motion Blur in Sports Photography: Precision, Timing, and Control
  14. H3Categories
  15. H3Explore
Sampled links

We HEAD-check up to five internal links to spot broken paths quickly.

Show sampled links

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