Catalog / pfern.github.io
59

SEO audit for pfern.github.io

Front matter · GitBook

other

Health 59/100 (fair) · 15 pages crawled · generated 2026-08-26

Download Markdown report (feed to ChatGPT / Claude / Cursor)
Screenshot of pfern.github.io
15
pages crawled
14
indexable pages
2
errors
33
warnings
159
notices
0
orphan pages
1
broken links
Category breakdown
CategoryScoreErrorsWarningsNotices
Crawlability 89 1 2 0
Links 93 1 0 1
Canonical 72 0 14 0
Meta Description 72 0 14 0
Content 96 0 2 12
Agent Readiness 98 0 1 2
Headings 100 0 0 14
Images 100 0 0 9
Mobile 100 0 0 14
Performance 100 0 0 16
Robots 100 0 0 1
Security 100 0 0 27
Social 100 0 0 28
Structured Data 100 0 0 14
Titles 100 0 0 1
URL 100 0 0 20
Findings

Errors (2 rules)

error Broken internal link (target 4xx/5xx)

Rule links.broken_internal · Links · 1 occurrence(s)

error Client error (4xx) response

Rule status.4xx · Crawlability · 1 occurrence(s)

Warnings (5 rules)

warning Control has no accessible name

Rule agent.control_no_name · Agent Readiness · 1 occurrence(s)

warning Thin content (low word count)

Rule content.thin · Content · 2 occurrence(s)

warning Soft 404 (200 OK but content signals not found)

Rule status.soft_404 · Crawlability · 2 occurrence(s)

Notices (19 rules)

notice Heading levels skip a level

Rule agent.heading_skip · Agent Readiness · 1 occurrence(s)

notice No llms.txt for AI agents

Rule agent.llms_txt_missing · Agent Readiness · 1 occurrence(s)

notice Main text is hard to read (low Flesch Reading Ease)

Rule content.readability_poor · Content · 12 occurrence(s)

  • https://pfern.github.io/OSODOS/gitbook/DATA_CAPTURE/ — this page reads as difficult (Flesch Reading Ease 36, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/DATA_MANAGEMENT/ — this page reads as difficult (Flesch Reading Ease 34, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/DATA_SHARING/ — this page reads as difficult (Flesch Reading Ease 35, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/GLOSSARY.html — this page reads as difficult (Flesch Reading Ease 32, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/LITERATURE_STUDY/ — this page reads as difficult (Flesch Reading Ease 42, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/PUBLISHING/ — this page reads as difficult (Flesch Reading Ease 43, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/REPRODUCIBILITY/ — this page reads as very difficult (Flesch Reading Ease 20, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/ROADMAP/ — this page reads as difficult (Flesch Reading Ease 33, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/SCIENTIFIC_SOFTWARE/ — this page reads as difficult (Flesch Reading Ease 39, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/SEMANTICS/ — this page reads as difficult (Flesch Reading Ease 33, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/VERSIONING/ — this page reads as difficult (Flesch Reading Ease 35, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.
  • https://pfern.github.io/OSODOS/gitbook/WORKFLOWS/ — this page reads as difficult (Flesch Reading Ease 36, below 50) — long sentences and multi-syllable words make it hard to scan. Shorten sentences and prefer plainer words to widen your audience. Density can be legitimate for expert, technical or legal content, so judge it against who the page is for.

notice Image alt text is very long (possible keyword stuffing)

Rule images.alt_too_long · Images · 1 occurrence(s)

notice Likely hero image lacks fetchpriority=high

Rule images.hero_no_fetchpriority · Performance · 8 occurrence(s)

  • https://pfern.github.io/OSODOS/gitbook/ — the likely hero/LCP image (osodos_splash1.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
  • https://pfern.github.io/OSODOS/gitbook/DATA_CAPTURE/ — the likely hero/LCP image (fastqc-1.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
  • https://pfern.github.io/OSODOS/gitbook/LITERATURE_STUDY/ — the likely hero/LCP image (ls2.jpg) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
  • https://pfern.github.io/OSODOS/gitbook/PUBLISHING/ — the likely hero/LCP image (preprint-growth-in-life-sciences.jpg) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
  • https://pfern.github.io/OSODOS/gitbook/SCIENTIFIC_SOFTWARE/ — the likely hero/LCP image (ss1.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
  • https://pfern.github.io/OSODOS/gitbook/SEMANTICS/ — the likely hero/LCP image (journal.pcbi.1005097.g001.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
  • https://pfern.github.io/OSODOS/gitbook/VERSIONING/ — the likely hero/LCP image (manuscript_versioning.jpg) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.
  • https://pfern.github.io/OSODOS/gitbook/WORKFLOWS/ — the likely hero/LCP image (w1.png) has no fetchpriority="high" — adding it tells the browser to fetch the hero earlier in the waterfall, reducing Largest Contentful Paint. This is a low-severity nudge; verify the flagged image is actually your LCP element.

notice Images without width/height (layout shift / CLS)

Rule images.missing_dimensions · Images · 8 occurrence(s)

notice Internal link has no anchor text / accessible name

Rule links.no_anchor_text · Links · 1 occurrence(s)

notice Missing Open Graph tags

Rule og.missing · Social · 14 occurrence(s)

notice Legacy image format (jpg/png/gif) with no next-gen fallback

Rule perf.images_legacy_format · Performance · 8 occurrence(s)

notice robots.txt missing (root returns 404/none)

Rule robots.txt_missing · Robots · 1 occurrence(s)

  • https://pfern.github.io/ — robots.txt did not return a 200 at the site root — a healthy site should serve one (declare your sitemap and confirm the host serves root files)

notice Missing recommended security headers

Rule security.missing_headers · Security · 15 occurrence(s)

notice target=_blank link without rel=noopener (tab-napping)

Rule security.unsafe_cross_origin_links · Security · 12 occurrence(s)

notice Title is very short

Rule title.too_short · Titles · 1 occurrence(s)

Pages (showing 15 of 15)
URLStatusIndexableWordsIn-links
https://pfern.github.io/OSODOS/gitbook/
Front matter · GitBook
200 yes 146 14
https://pfern.github.io/OSODOS/gitbook/DATA_CAPTURE/
How to capture data to produce reliable records · GitBook
200 yes 1324 14
https://pfern.github.io/OSODOS/gitbook/DATA_MANAGEMENT/
How to manage data and plan for it · GitBook
200 yes 1419 14
https://pfern.github.io/OSODOS/gitbook/DATA_SHARING/
How to share research data fairly and sensibly · GitBook
200 yes 3139 14
https://pfern.github.io/OSODOS/gitbook/LITERATURE_STUDY/
How to navigate the scientific record · GitBook
200 yes 1437 14
https://pfern.github.io/OSODOS/gitbook/PUBLISHING/
How to publish your research with impact · GitBook
200 yes 2123 14
https://pfern.github.io/OSODOS/gitbook/REFERENCES/
References · GitBook
200 yes 1280 14
https://pfern.github.io/OSODOS/gitbook/REPRODUCIBILITY/
How to make your research reproducible · GitBook
200 yes 1309 14
https://pfern.github.io/OSODOS/gitbook/ROADMAP/
Who is this for? · GitBook
200 yes 356 14
https://pfern.github.io/OSODOS/gitbook/SCIENTIFIC_SOFTWARE/
How to improve scientific source code development · GitBook
200 yes 1890 14
https://pfern.github.io/OSODOS/gitbook/SEMANTICS/
How to be formally explicit about data and concepts · GitBook
200 yes 1592 14
https://pfern.github.io/OSODOS/gitbook/VERSIONING/
How to cope with evolving research outputs · GitBook
200 yes 2266 14
https://pfern.github.io/OSODOS/gitbook/WORKFLOWS/
How to do analyses in a workflow-oriented manner · GitBook
200 yes 1629 14
https://pfern.github.io/OSODOS/gitbook/GLOSSARY.html
· GitBook
200 yes 155 3
https://pfern.github.io/OSODOS/gitbook/VERSIONING/WORKFLOWS
Page not found · GitHub Pages
404 no 64 1

Audit your own site — free

157 checks, internal PageRank, render-diff. No signup, results in ~30s.

Scan your site →