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Roast my SaaS blog · Free evidence-backed audit

SaaS Blog SEO & AI Visibility Audit

Find the technical SEO, internal-link, structured-data, content, AI-discovery, and mobile experience problems holding your SaaS blog back—then get source-backed fixes and a prompt your coding agent can implement.

What the audit processes

BloggedBot makes a bounded owner-authorized crawl. It observes but does not use robots.txt to block the submitted first-party audit. Selected public page text is processed with Vertex AI, and representative public URLs may be measured with Google PageSpeed Insights.

Public pages only500 discovered · 100 attempted · 80 usefulLive crawl progressNo account required1–3/day · 3–10/month24-hour private result
See the output before you run it

See what a SaaS blog audit actually finds

A real audit of Blogged's public blog evaluated 98% of the weighted checks and separated confirmed issues from unavailable evidence.

Blogged-owned example · September 2, 2026 · bounded sample

View the full example
Observed health
93/100
Useful pages
21
Checks evaluated
98%

Example findings

  • Contextual paths were sparse

    Only 4 of 11 sampled posts linked contextually to another useful blog page.

  • Image dimensions were missing

    All 11 sampled posts had content images without observed intrinsic dimensions.

  • Core technical eligibility was healthy

    The sampled crawl, on-page, structured-data, trust, and AI-discovery checks passed.

Included outputs

  • Prioritized action plan
  • Evidence by URL
  • Markdown, JSON and CSV
  • Coding-agent prompt
Built for SaaS acquisition

A blog-specific audit, not a generic page checker.

The audit connects technical eligibility with topic hubs, post-to-post links, product-to-blog discovery, blog-to-product conversion paths, trustworthy authorship, answer-ready passages, and the real SaaS product and audience found on your site.

Observed technical truth

Rendered titles, canonicals, robots directives, sitemaps, feeds, headings, links, images, and JSON-LD.

SaaS content journeys

Measure hub/post connectivity and useful paths between education and the product.

Honest AI visibility

Separate search, AI-search, training, and user-triggered bots without fake citation claims.

Evidence boundaries

Every qualitative observation cites an exact first-party excerpt; unavailable data stays unavailable.

How it works

Discover, inspect, measure, and prioritize.

  1. 01

    Find the blog

    Navigation, sitemap, feed, URL-cluster, folder, and subdomain evidence identify the intended scope without an AI guess.

  2. 02

    Crawl representative pages

    A bounded sample balances product context, hubs, categories, recent posts, older posts, and sitemap-only discoveries.

  3. 03

    Validate evidence

    Deterministic checks, PageSpeed observations, and exact-excerpt content review remain visibly separate.

  4. 04

    Fix the real owners

    Dynamic priorities, an action plan, exports, and a collapsed prompt tell a coding agent to discover the repository first.

Transparent scoring

Coverage beside every score.

Observed Blog Health scores only checks the run could evaluate. Missing PageSpeed, CrUX, model, feed, or page evidence lowers coverage instead of becoming a guessed failure. Critical crawl/index blocks appear separately from the number.

Crawl, indexability & discovery20
Architecture & internal linking15
On-page metadata & headings15
Structured data, dates & trust15
Content, ICP fit & answers20
Page experience & media10
AI discovery & crawler access5
Evidence boundaries

What this audit can and cannot prove

It can verify public HTML, response, crawl-policy, link-graph, structured-data, selected citation-status, and representative performance observations inside the reported sample. It cannot see private analytics, Search Console, backlink indexes, provider ranking systems, conversions, or future search and AI citations. Those unknowns stay unverified instead of becoming scores or invented recommendations.

SaaS blog audit questions

What does the SaaS blog audit check?

It evaluates an observed sample of crawlability, index directives, canonical URLs, sitemaps, feeds, titles, descriptions, headings, internal links, product conversion paths, Article and Breadcrumb structured data, authors, dates, image markup, mobile performance, AI crawler access, and source-backed content signals.

Is the Observed Blog Health score a Google ranking score?

No. It is a transparent coverage-aware summary of checks this tool could evaluate. Google and AI providers do not expose an internal ranking or citation score to third-party audit tools, and unavailable checks are excluded rather than guessed.

Does the tool guarantee rankings or AI citations?

No. It does not claim traffic, rankings, backlinks, keyword volume, demand, citations, mentions, conversions, or future visibility. It reports verified public-page observations that can improve technical clarity and usefulness.

How does the tool find my SaaS blog?

It uses first-party navigation, URL clusters, robots sitemap declarations, standard sitemap locations, blog-like sitemap paths, and RSS or Atom signals. If multiple scopes are credible, you choose instead of an AI model guessing.

Does the audit obey robots.txt?

The submitted first-party robots.txt is observed and reported but does not block this owner-authorized bounded audit. Private networks, unsafe redirects, authentication, verified exclusions, byte limits, time limits, and browser-network guards remain enforced. Third-party citation checks follow robots policy.

How is mobile performance measured?

The audit requests mobile PageSpeed lab data for the blog hub and up to three representative posts. Available 28-day CrUX field metrics remain separate from lab observations; missing field coverage is shown as unavailable and never estimated.

Is llms.txt required for SEO or AI visibility?

No. llms.txt is an optional evolving convention, not a confirmed search ranking requirement. The audit can report its observed state without penalizing a missing file as though it were required.

How does the audit score content freshness?

It evaluates freshness only when a page makes a current, latest, year-specific, pricing, statistics, benchmark, trend, comparison, regulatory, or version-dependent promise and trustworthy visible/structured dates exist. Evergreen age and publishing cadence do not lower the score, and sitemap lastmod is supporting evidence only.

How private is the report?

The report is private to the signed-in account or anonymous browser capability. Signed-out results expire after 24 hours and signed-in results after 30 days. The owner can explicitly create one redacted capability link: 24 hours for anonymous owners or seven days for signed-in owners, never beyond the private result, and can replace or revoke it.

Turn the best fixes into a SaaS content system.

Blogged helps SaaS teams research, plan, create, interlink, and publish useful product-led content. Start with the private audit.

Try Blogged