Lunnoa GmbH · Lunnoa Automate — SEO / GEO / AEO Audit
Section 01

Weekly re-crawl of lunnoa.com, 8 Jul 2026 (second pass). Twelve live pages plus robots.txt and sitemap.xml checked. Most of the site is clean and unchanged from last week — but this crawl found a real regression: the Pricing page footer still links to the removed /solutions/manufacturing page, which resolves empty/404. Last week's report (7-8 Jul) had downgraded this from "critical" to "low priority" after the site owner reported the link had been removed site-wide on 5 July. That fix evidently did not reach every template — the Pricing page's footer was missed.

Combined SEO / GEO / AEO score

Full-site audit crawl of lunnoa.com — 12 live pages plus robots.txt/sitemap.xml reviewed. SEO revised down from last week after finding the Manufacturing footer link is still live on the Pricing page.

Crawled 8 Jul 2026

Overall SEO health

  • SEO78

    Pricing page footer still links to the removed /solutions/manufacturing page — a real, live broken link this week

  • GEO80

    Excellent E-E-A-T and factual density; still no social entity links in any footer

  • AEO60

    FAQ pattern still proven on Pricing page only, not yet extended

Section 02

Twelve live pages fetched directly, plus robots.txt and sitemap.xml (not independently fetchable by this crawl tool this week — see notes). The manufacturing row below reflects this week's actual finding, not last week's correction.

Pages audited
URLPage TypeNotes
https://lunnoa.com/HomepageRich content, motion assets, use-case carousel (11 agents, 15 workflows), partner logos; footer correctly shows 4 industries
https://lunnoa.com/aboutAbout / TeamNamed founders (Sasa Kelebuda, Filip Ostojic) plus 3 named external consultants with detailed bios; strong E-E-A-T; clean footer
https://lunnoa.com/pricingPricingDetailed tiers, add-on customiser, full comparison table, FAQ section — but footer still lists and links to the removed Manufacturing solution
https://lunnoa.com/solutions/private-equitySolution (industry)4 detailed use cases with ROI stats; clean footer
https://lunnoa.com/solutions/bankingSolution (industry)4 detailed use cases with ROI stats; clean footer
https://lunnoa.com/solutions/real-estateSolution (industry)3 detailed use cases with ROI stats; clean footer
https://lunnoa.com/solutions/insuranceSolution (industry)3 detailed use cases with ROI stats; clean footer
https://lunnoa.com/solutions/manufacturingOrphan URL (removed solution)Resolves to an empty/404 response this week too. Still linked from the Pricing page footer — see SEO findings for detail
https://lunnoa.com/book-a-callContact / BookingFunctional slot picker, mailto fallback; clean footer
https://lunnoa.com/swiss-madeTrust / CertificationDetailed AI transparency disclosure; opens with a clean, quotable definition; clean footer
https://lunnoa.com/imprintLegalNAP data present: address, phone, email, register no.; dated 13 Jul 2025
https://lunnoa.com/privacyLegalPrivacy policy, dated 26 Dec 2024; newly checked this week
https://lunnoa.com/robots.txtTechnicalNot independently fetchable by this crawl tool this week (outside its allowed fetch scope); presence assumed per prior weeks' manual confirmation
https://lunnoa.com/sitemap.xmlTechnicalNot independently fetchable by this crawl tool this week; presence assumed per prior weeks' manual confirmation
Section 03

Technical, content, and structured-data signals. The internal-link finding below is this week's actual result, correcting last week's "fixed site-wide" claim.

Technical on-page

1 fail2 warning6 pass
  • Title tags

    Homepage title is still just "Lunnoa Automate" — no primary keyword. Inner pages follow a good "Page | Lunnoa Automate" pattern. Unresolved for a third consecutive week.

    Warning
  • Meta descriptions

    Present on every page audited, roughly 150-160 characters, keyword-rich and specific to each page.

    Pass
  • Heading hierarchy

    Single clear H1 per page with logical H2/H3 structure beneath.

    Pass
  • URL structure

    Clean, readable, keyword-relevant paths with no parameter bloat.

    Pass
  • Canonical tags

    Present on every page, self-referencing with trailing slash.

    Pass
  • robots.txt

    Could not be independently fetched this week — the URL fell outside this crawl tool's allowed fetch scope. Unverified this run; assumed present per prior weeks' manual confirmation.

    Info
  • sitemap.xml

    Same limitation as robots.txt this week — not independently re-verified.

    Info
  • Mobile viewport meta

    Correctly configured on every page fetched.

    Pass
  • Image alt text

    Hero/OG images have alt text; many in-body images (partner logos, feature icons) still render without it.

    Warning
  • Internal links / broken links

    The Pricing page footer still lists "Manufacturing" and links to /solutions/manufacturing, which resolves to an empty/404 response. All eleven other pages checked (homepage, About, all four Solutions pages, Book a Call, Swiss Made, Imprint, Privacy) show the correct 4-item footer (Private Equity, Banking, Real Estate, Insurance). This contradicts last week's owner-verified claim that the link was removed site-wide on 5 July — the fix evidently missed the Pricing page's footer instance.

    /solutions/manufacturingFail
  • Open Graph / Twitter Card

    Fully configured on every page — og:title, og:description, 1200x630 og:image with alt text, twitter:card=summary_large_image.

    Pass

Content quality

1 fail1 warning3 pass
  • Word count / depth

    Solution pages carry 3-4 fully-written use cases each — well above the 500-word threshold.

    Pass
  • Keyword signals

    Primary topics clearly and consistently established across pages.

    Pass
  • Content freshness

    Imprint (13 Jul 2025) and Privacy Policy (26 Dec 2024) show dates; About and most other pages carry no visible publish/update date.

    Warning
  • Readability

    Scannable with subheadings, short paragraphs, checkmark lists, and stat callouts.

    Pass
  • Blog / resources content

    Still no blog, resource hub, or article section found anywhere in navigation or the crawl.

    Fail

Structured data

  • Schema markup (JSON-LD)

    Not directly verifiable via this crawl method. Recommend running Google's Rich Results Test to confirm Organization/Product schema.

    Info
Section 04

GEO measures how likely AI-powered search engines like Perplexity, ChatGPT Search, and Gemini are to find, trust, and cite this site when synthesizing an answer.

GEO signal strength across five dimensions

Scored 1-5 from the full-site crawl; 5 = exemplary, 1 = missing. Trust signals nudged down this week: a live broken link plus the continued absence of testimonials, press mentions, or social profile links.

E-E-A-T assessment

1 fail1 warning3 pass
  • Author / team information

    About page names real people with photos, titles, and specific backgrounds (Sasa Kelebuda, Founder; Filip Ostojic, AI Solutions Consultant), plus three named external consultants with detailed bios (Alessandro Di Vito, Faras Shamari, Tino Bachtold).

    Pass
  • About page depth

    Explains founding story, product timeline by quarter from Q4 2024 to 2026, and the specific problem being solved for finance operators.

    Pass
  • Contact information

    Full NAP present on the Imprint page: Albulastrasse 6, 8200 Schaffhausen, Switzerland, +41 76 338 35 16.

    Pass
  • Trust signals

    Swiss Made Software +AI certification, AWS Startup Programs badge, and 7 named partner logos are present. Still no client testimonials or press mentions, and this week's crawl found a live broken internal link on the Pricing page, which undercuts overall polish.

    Warning
  • Social / entity links

    Still no links to LinkedIn, X/Twitter, or other social profiles anywhere in the footer across all twelve pages checked — unresolved for three consecutive weeks.

    Fail

Content for AI synthesis

1 warning4 pass
  • Factual density

    Every use case across all four industry solution pages plus the homepage carousel carries specific, citable statistics (ROI %, hours saved/month, time to production) — exactly what generative engines prefer to cite.

    Pass
  • Clear claims up top

    Each page opens with a plain-language value statement before any marketing fluff.

    Pass
  • Source citation

    Content makes internal claims but still does not cite external authoritative sources (e.g. no links to Basel III, DORA, or Solvency II / IFRS 17 regulatory text despite naming them repeatedly).

    Warning
  • Comprehensiveness

    Solution pages remain thorough per industry, covering challenge, mechanism, and outcome for each use case.

    Pass
  • Entity clarity

    Brand name used consistently as "Lunnoa Automate" (product) and "Lunnoa GmbH" (legal entity) throughout.

    Pass

Technical GEO

2 pass
  • HTTPS

    Site is fully served over HTTPS.

    Pass
  • Crawlability

    Pages render cleanly as server-delivered HTML (Next.js) with no apparent JS-only blocking.

    Pass
  • Structured data depth

    Still unverifiable via this audit method — worth confirming Organization and FAQPage schema given how citation-ready the content already is.

    Info
Section 05

AEO measures how well content is structured to win featured snippets, People Also Ask boxes, and voice search results.

Featured snippet eligibility

1 warning2 pass
  • Direct-answer paragraphs

    The Swiss Made Software +AI page opens with a clean, quotable definition. Most other pages still lead with a headline + supporting sentence rather than a snippet-ready 40-60 word answer.

    Warning
  • List content

    Bulleted feature/benefit lists used throughout — good raw material for list snippets.

    Pass
  • Table content

    The Pricing page has a full side-by-side plan comparison table — a strong candidate for a table-format snippet or AI Overview citation.

    Pass

Structured answer formats

1 fail2 warning
  • FAQ content & schema

    A genuine FAQ section still exists on the Pricing page with question-phrased headings, but it remains the only FAQ found site-wide, and FAQPage schema could not be confirmed. Not yet extended for a third consecutive week.

    Warning
  • HowTo schema / step content

    Still no step-by-step "how it works" formatted content or HowTo schema found.

    Fail
  • Question-phrased headings

    Only the Pricing FAQ uses natural question phrasing; solution pages still use statement headlines instead.

    Warning

Voice search readiness

2 warning1 pass
  • Conversational language

    Copy is professional but direct and plain-spoken, which reads reasonably well for voice/conversational queries.

    Pass
  • Long-tail question coverage

    Without a blog or FAQ hub, long-tail industry-specific questions still aren't directly targeted, even though the underlying content exists in prose form.

    Warning
  • Local / NAP signals

    NAP is present on the Imprint page but still not reinforced with LocalBusiness schema or a dedicated locations/contact page.

    Warning
Section 06

Nine open items, scored on effort vs. impact, plus a tabulated priority list. The Pricing-footer link fix moves to the top this week — it is a real, live broken link, not a resolved orphan.

Priority actions scored on effort vs. impact

SEOGEOGEO/AEOAEO/GEOAEO
Same items, tabulated with explicit priority
PriorityIssueDimensionEffortImpact
HighFix the Pricing-page footer: remove or update the live /solutions/manufacturing link (still present, resolves empty/404)SEOLowMedium
HighAdd social profile links to footerGEOLowMedium
HighVerify Organization/Product/FAQPage JSON-LD schemaGEO/AEOMediumHigh
HighBuild a blog/resources section for long-tail contentAEO/GEOHighHigh
MediumRewrite homepage title tag with a primary keywordSEOLowMedium
MediumExpand the Pricing-page FAQ pattern to other pagesAEOMediumMedium
MediumAdd alt text to in-body imagesSEOLowLow
Quick WinAdd client testimonials or press mentionsGEOLowMedium
Quick WinAdd visible publish/update datesSEOLowLow
RecommendationDo nowEffort: SOwner: Web / DevOps

Fix the Pricing-page footer: remove or update the /solutions/manufacturing link

This week's crawl found the Pricing page's footer still lists and links to Manufacturing, even though every other page's footer (homepage, About, all four Solutions pages, Book a Call, Swiss Made, Imprint, Privacy) correctly shows only four industries. The link resolves to an empty/404 response. Since last week's report had downgraded this to low priority based on an owner assurance that it was fixed site-wide, it's worth checking whether Pricing renders from a separate footer component or a stale cached build, and redeploying that one page.

RecommendationDo nextEffort: MOwner: Marketing

Extend the Pricing FAQ + comparison-table pattern sitewide

The Pricing page already has genuinely good AEO assets: a question-phrased FAQ and a full plan comparison table. Replicating that pattern on About and each Solution page would meaningfully lift AEO readiness without new research.

RecommendationDo nextEffort: SOwner: Marketing

Add social profile links to the footer

No LinkedIn, X/Twitter, or other social profile links were found anywhere on the site, for a third straight week. Adding them strengthens the brand entity graph AI search engines use to cross-reference a company.

Section 07

This site's factual density and named-author content continue to give it a real head start on GEO. The open items remain mostly small, low-effort fixes rather than structural problems — including this week's footer regression, which is a one-line fix once someone finds the stale template.

SEO / GEO / AEO Audit Skill