AI Search Readiness for BUILDSYS

Mixed: 62/100

7 checks need attention. Top fixes are listed below.

Last run August 31, 2026.

Partial audit result

The website checks completed, but some AI evidence was unavailable. The score excludes skipped checks rather than treating them as failures.

  • 6 AI probes were incomplete; affected checks were skipped or based only on completed evidence.
  • AI category inference used a conservative fallback; answer probes still ran, but category-specific recommendations may be less precise.

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ChatGPT evidence · Audited August 31, 2026

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62/ 100

Mixed

AI engines find you sometimes — but several signals are missing.

Passing
13
Warnings
3
Failing
7
Skipped
6

Buyer-query evidence

The first read should show what AI said, whether competitors surface instead, and the top fix.

Raw AI answer

What is BUILDSYS? Answer in 2-3 sentences.

Perplexity: **BUILDSYS** most commonly refers to the **ACM BuildSys conference**, a selective forum for research on systems for energy-efficient buildings, cities, and transportation, focused on networked sensing, computing, and control[2][5]. It can also refer to **software build systems** in general, which automate turning source code into executable programs or libraries[8][13].

Competitor signal

No competitor comparison signal was available for this run.

Top fix

Quotable product definition near top

Add a 25–50 word definition above the fold matching the template: "<Brand> is <category> that <primary function>, <key differentiator>." AI engines often cite this verbatim.

Top fixes

Highest-impact issues first, ranked by severity.

  • Quotable product definition near topFailcontent.product_definition_likely

    A clear definition of what your product is appears in the first 300 words AI engines extract.

    Evidence: No clear definition pattern in the first 300 words.

    Fix: Add a 25–50 word definition above the fold matching the template: "<Brand> is <category> that <primary function>, <key differentiator>." AI engines often cite this verbatim.

  • FAQ content presentFailcontent.faq_present

    FAQs cover the long-tail questions AI engines answer for buyers.

    Evidence: No FAQ content detected.

    Fix: Add a 5–10 question FAQ block on the homepage or pricing page covering: what it is, who it's for, pricing, integrations, alternatives, and onboarding. Wrap it in FAQPage JSON-LD.

  • Pricing visible or linkedFailcontent.pricing_visible

    Pricing is visible or one click away — AI engines extract this constantly.

    Evidence: No pricing table and no link to /pricing or /plans.

    Fix: Publish a /pricing page with a comparison table. "Talk to sales"-only pricing kills AI citation in commercial queries ("how much does X cost").

  • Cited in category buying queriesFailai_visibility.cited_in_category_query

    Your brand appears when buyers ask AI for the best tools in your category.

    Evidence: Not cited in "best business software" by any engine.

    Fix: Get listed in third-party best-of articles, G2/Capterra category pages, and HN/Reddit category discussions. AI engines pull category lists from these sources.

  • Use case or audience statedFailcontent.use_case_or_audience_signal

    Your homepage names who the product is for and the job they're hiring it for.

    Evidence: No "for [audience]" or "built for" patterns in body copy.

    Fix: Name your ICP in the hero ("Built for SaaS founders") and again in a use-case section. Without this, AI engines can't recommend you for queries like "best X for Y".

Full check breakdown

All 23 evaluated checks across 7 dimensions.

AI visibility

Whether AI engines actually mention you for buyer-intent queries.

67/100
  • Brand recognized in AI enginesPass

    Brand recognized by Perplexity.

  • Brand description accurateSkipped

    Skipped — AI answers could not be evaluated against the site description.

  • Cited in category buying queriesFail

    Not cited in "best business software" by any engine.

  • Recommended for primary use casePass

    Recommended by Perplexity for teams evaluating BUILDSYS.

  • Surfaces in competitor comparisonsSkipped

    Skipped — no obvious competitor identified from the site copy.

Answer accuracy

Whether AI engines describe your product without contradicting your site.

  • AI describes core features accuratelySkipped

    Skipped — AI answers could not be evaluated.

  • AI describes target audience accuratelySkipped

    Skipped — AI answers could not be evaluated.

  • No contradictory claims about the productSkipped

    Skipped — engines did not return brand-specific answers that could be checked.

  • AI describes pricing accuratelySkipped

    Skipped — no ground truth extractable from the site.

Entity signals

Whether AI engines can identify your brand as a distinct entity.

89/100
  • Organization schema presentPass

    Found Organization with name, url, and description.

  • sameAs profile links presentWarn

    Only 1 sameAs link(s).

  • Brand name consistent across signalsPass

    Brand name consistent across 4 signals.

  • Canonical URL setPass

    Canonical: https://www.buildsys.cz

  • Logo or hero image declaredPass

    og:image set

Content & citability

Whether your homepage gives AI engines quotable answers.

15/100
  • Meta description in citation rangePass

    Meta description is 128 characters.

  • Quotable product definition near topFail

    No clear definition pattern in the first 300 words.

  • FAQ content presentFail

    No FAQ content detected.

  • Pricing visible or linkedFail

    No pricing table and no link to /pricing or /plans.

  • Use case or audience statedFail

    No "for [audience]" or "built for" patterns in body copy.

Digital PR for AI sources

Whether the action plan should prioritize authoritative third-party sources AI engines cite.

50/100
  • Authoritative source placement recommendedWarn

    No engine cited BUILDSYS in category buying queries.

Machine-readability

Whether your markup is machine-readable enough to parse cleanly.

93/100
  • Valid JSON-LD on homepagePass

    7 typed JSON-LD blocks present.

  • Clean heading hierarchyPass

    Clean hierarchy: 1 H1, 14 H2 sections.

  • Semantic HTML landmarks presentWarn

    Only 1/4 semantic landmarks (looking for main/header/footer/nav).

  • Tables or lists for parallel dataPass

    49 lists on the page (no tables, but rich list usage).

Trust signals

Whether trust and recency signals are present.

75/100
  • HTTPS enforcedPass

    Site served over HTTPS.

  • Privacy policy link presentFail

    No /privacy or "Privacy" link on the homepage.

  • Terms of service link presentFail

    No terms / TOS / legal link on the homepage.

  • Contact channel visiblePass

    Email link: mailto:info@buildsys.cz

  • Recency signal presentPass

    Found 2026 or 2025 on the page.

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