🔎 SEO Lens
A free, open-source SEO crawler and site audit tool. It crawls up to 10,000 URLs per run and gives you a health dashboard, an Excel report and a site architecture map. It runs on your own computer, so there's no account, no subscription and no tracking.
Made by Supriyo Mallick for SEOs, freelancers and small teams who can't justify a paid crawler licence.
Try it online: seolens.streamlit.app (online: up to 500 URLs per crawl) · Install it: pipx install seolens (up to 10,000 URLs) · PyPI
Install
You need Python 3.10 or newer.
pipx install seolens
seolens
The app opens in your browser at http://localhost:8501. (pip install seolens works too.)
Optional JavaScript rendering, for sites built with React, Vue and similar frameworks:
pipx install "seolens[js]"
playwright install chromium
JavaScript rendering uses Microsoft Edge or Google Chrome if one is installed, and Chromium otherwise.
From source:
git clone https://github.com/growthlab-supriyo/seolens && cd seolens
pip install -e ".[dev]"
seolens
What it checks
| Area | Checks |
|---|---|
| Crawlability & indexing | Status codes, redirect chains and loops, noindex, X-Robots-Tag, canonicals (missing, conflicting, broken, chained), robots.txt, XML sitemaps and sitemap indexes |
| On-page | Titles, meta descriptions, H1–H3, heading levels, title vs H1, viewport, word count |
| Content | Thin pages, exact duplicates, near-duplicates (MinHash), placeholder text, date consistency |
| Internal linking | Inlinks and outlinks, anchors, broken links, click depth, orphan pages, Link Score (PageRank-style) |
| Markup | JSON-LD, Microdata, RDFa, missing schema properties, Open Graph, Twitter cards |
| International | hreflang (return links, codes, targets), html lang, og:locale |
| Performance signals | Heavy images, render-blocking scripts, third-party scripts, page weight |
Dashboard tabs: Overview (health score, crawled-pages breakdown, errors, warnings and notices, thematic scores, top issues, click depth), Issues, All pages (filter and export CSV), Response codes, Blocked & failed, Broken links and Site health. The Excel report has the same data plus a Summary sheet with quick wins.
Fast, and polite
- Adaptive speed (AIMD). It starts at 10 pages at a time on Medium. It speeds up while the site answers quickly and slows down gradually only when the site stays slow. A few slow pages don't change anything.
- When a site says it is overloaded (HTTP 429 or 503), the crawler halves its speed and waits for the
Retry-Aftertime the site asks for. - It follows robots.txt, including
Crawl-delay. - Pause and resume. Every queued URL and crawled page is saved to SQLite as the crawl runs. You can pause a crawl, close the app, and resume it later. Finish now builds the report from the pages crawled so far.
Honest crawling: what it does with Cloudflare and firewalls
SEO Lens does not bypass Cloudflare, CAPTCHAs or other bot protection, and it never disguises itself as a person's browser. It sends SEOLens/<version> in its User-Agent so site owners can see who is crawling them. What it does instead:
- Detects and labels each blocked page: Cloudflare challenge, bot check or CAPTCHA, 403, rate limiting (429), server busy (503), timeouts and connection errors. Blocked pages appear in the Blocked & failed tab and the Excel summary, never silently missing, so an incomplete crawl can't pass for a complete audit.
- Doesn't hammer a blocked page. A challenge page is not retried. A 403 is retried once, and only if the site was serving pages normally until then.
- Authorized access for sites you own. In Cloudflare, add a WAF custom rule that skips security checks for a secret request header (or for the
SEOLensUser-Agent). Then add that header under Authorized access in the app. HTTP Basic login is supported too. Credentials are sent only to the site being audited, never to external links, images or redirects to other hosts. They are stored in the local database on your computer.
Command line
seolens crawl example.com --max 2000 --speed Medium --render off
seolens crawl --list urls.txt
Where your data lives
The database and reports are stored in ~/.seolens/ (C:\Users\<you>\.seolens\ on Windows). To use another folder, set SEOLENS_HOME. Nothing is sent anywhere else.
Limits
- 10,000 URLs per crawl.
- Performance checks are signals from the HTML, not measured Core Web Vitals. PageSpeed Insights integration is planned.
- Word count is approximate on pages with a lot of interface text.
Development
pip install -e ".[dev]"
pytest -q tests
The tests run a small local website with redirects, a 404, a slow page, a rate-limited page, a Cloudflare-style challenge and a protected page.
| File | What it does |
|---|---|
seolens/crawler.py |
Discovery, fetch loop, blocked-page classification, saving and resuming |
seolens/throttle.py |
The adaptive concurrency controller |
seolens/analyze.py, checks.py, sitehealth.py |
Per-page analysis, cross-page checks, site-wide checks |
seolens/report.py |
Excel report and site architecture map |
seolens/store.py |
SQLite (WAL) |
seolens/worker.py |
Runs the crawl in its own process |
seolens/app.py, overview.py |
Streamlit dashboard |
Online version: streamlit_app.py runs SEO Lens in online mode (SEOLENS_ONLINE=1: 500 URLs per crawl, no JavaScript rendering,
robots.txt always respected, no login fields) on Streamlit Community Cloud. deploy/docker/Dockerfile runs the same online version in Docker.
MIT licence.
Metadata
Release files for seolens 0.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| seolens-0.2.0.tar.gz | 129.0 kB | With provenance | Details for seolens-0.2.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| seolens-0.2.0-py3-none-any.whl | Python 3 | none | any | Details for seolens-0.2.0-py3-none-any.whl |
Total release size: 257.8 kB
Release files / seolens-0.2.0.tar.gz
| Download URL | seolens-0.2.0.tar.gz |
|---|---|
| Size | 129.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Yes |
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Transparency logRelease files / seolens-0.2.0-py3-none-any.whl
| Download URL | seolens-0.2.0-py3-none-any.whl |
|---|---|
| Size | 128.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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82c2c19fcca28c87dbcfdfc7fda0f41a82b845565c76c8407f6e953757657536
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
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Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 7, 2026.
Transparency logSecurity for seolens 0.2.0
Provenance
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Full provenance
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Attestation for seolens-0.2.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 7, 2026.
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