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69C

mara.aivexia.ro

B2B software / services for automotive · Software / B2B product for automotive companies, not a dealer.

Scanned 12 October 2026 at 09:11 · 12 requests · 20.4 s · registry v0.1.0

Score by layer

  • Discovery75/100
    weight 20%
  • Identity78/100
    weight 15%
  • InventoryN/A
    weight 20%
  • Actions / WebMCP16/100
    weight 20%
  • Trust100/100
    weight 10%
  • Agent UX100/100
    weight 15%

What to fix first

Ordered by score gain, then by effort.

  1. 1
    MissingWebMCP: registered tools (declarative / imperative)Actions / WebMCP

    Annotate your key forms with toolname / tooldescription (declarative WebMCP) — see the snippet generator.

    +5
  2. 2
    MissingExpected tools for this site typeActions / WebMCP

    Expose at least: get_product_info, request_demo, get_pricing.

    +5
  3. 3
    MissingsameAs links (Google Business Profile, social)Identity

    Add sameAs links to Google Business Profile, Facebook, Instagram, LinkedIn.

    +4

6 more fixes, with snippets, in the full report (below, by email).

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Checks with evidence

1. Can an AI agent discover the dealer?

54/100
  • Partialrobots.txt: rules for AI crawlersdetails

    Evidence: Permiși: ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot; blocați: GPTBot, ClaudeBot, Google-Extended, Applebot-Extended, CCBot; menționați explicit: GPTBot, ChatGPT-User, OAI-SearchBot, ClaudeBot, Claude-User, PerplexityBot, Google-Extended, Applebot-Extended, CCBot

    Fix: Review the blocks: GPTBot, ClaudeBot, Google-Extended, Applebot-Extended, CCBot. Block only training if you wish, not search or assistants.

  • PartialXML sitemap includes vehicle/product pagesdetails

    Evidence: Sitemap: da; 10 URL-uri; 0 pagini de tip vehicul/produs; în robots.txt: da

    Fix: Include all vehicle/product pages in the sitemap.

  • OK/llms.txt present and structureddetails

    Evidence: /llms.txt: 1380 car., titlu H1: da, 7 linkuri

  • Missing/.well-known/api-catalog (RFC 9727)details

    Evidence: /.well-known/api-catalog lipsește

    Fix: Publish /.well-known/api-catalog for your public APIs.

2. Does the site let AI agents in?

85/100
  • OKHTTP parity per AI user-agent (no WAF blocking)details

    Evidence: GPTBot: HTTP 200, 6516 car.; OAI-SearchBot: HTTP 200, 6516 car.; ClaudeBot: HTTP 200, 6516 car.; PerplexityBot: HTTP 200, 6516 car. (browser: HTTP 200, 6516 car.)

  • Partialrobots.txt: rules for AI crawlersdetails

    Evidence: Permiși: ChatGPT-User, OAI-SearchBot, Claude-User, PerplexityBot; blocați: GPTBot, ClaudeBot, Google-Extended, Applebot-Extended, CCBot; menționați explicit: GPTBot, ChatGPT-User, OAI-SearchBot, ClaudeBot, Claude-User, PerplexityBot, Google-Extended, Applebot-Extended, CCBot

    Fix: Review the blocks: GPTBot, ClaudeBot, Google-Extended, Applebot-Extended, CCBot. Block only training if you wish, not search or assistants.

  • OKContent visible without JavaScriptdetails

    Evidence: Home: 6516 caractere în HTML brut; pagini vehicul/produs: —

  • OKPerformance: TTFB and HTML weightdetails

    Evidence: TTFB 292 ms, HTML 55 KB

3. Does the agent understand who the dealer is?

78/100
  • OKJSON-LD AutoDealer / AutomotiveBusiness / Organizationdetails

    Evidence: Tipuri găsite: Organization

  • N/ALocalBusiness: address, geo, opening hours, phonedetails

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • N/ABrands represented (brand) + locations (department)details

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • N/ANAP consistency (phone) across pages and schemadetails

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • MissingsameAs links (Google Business Profile, social)details

    Evidence: sameAs: lipsă

    Fix: Add sameAs links to Google Business Profile, Facebook, Instagram, LinkedIn.

  • OKLanguage declared correctly (lang / hreflang)details

    Evidence: <html lang="ro">; hreflang: —

4. Can the agent read the inventory?

N/A
  • N/AVehicle/product pages with a unique URLdetails

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • N/AComplete Car/Vehicle/Product + Offer JSON-LDdetails

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • N/AJSON-LD price = displayed pricedetails

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • N/APublic stock/product feed (XML/JSON/CSV)details

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • N/ACrawlable search/filter URLsdetails

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

5. Can the agent get a trustworthy price?

N/A

Coming soon: detailed final price (taxes, additional costs).

  • N/AJSON-LD price = displayed pricedetails

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

  • N/AOffers with validity marked (priceValidUntil)details

    Evidence: nu se aplică pentru Software / servicii B2B pentru auto

6. Can the agent take action?

19/100
  • MissingWebMCP: registered tools (declarative / imperative)details

    Evidence: Declarative: —; imperative: —; bundle-uri cu registerTool: 0 (detecție statică)

    Fix: Annotate your key forms with toolname / tooldescription (declarative WebMCP) — see the snippet generator.

  • MissingExpected tools for this site typedetails

    Evidence: Așteptate: get_product_info, request_demo, get_pricing; găsite: —

    Fix: Expose at least: get_product_info, request_demo, get_pricing.

  • PartialSemantic lead forms (label, name, autocomplete), not CAPTCHA-onlydetails

    Evidence: contact: 5 câmpuri, label 0/5, name 5/5, autocomplete 3/5

    Fix: Add a <label for> on every field and an autocomplete attribute (name, tel, email).

  • MissingPublic MCP endpoint (marketplace / importer)details

    Evidence: Niciun manifest MCP la /.well-known/mcp.json

    Fix: Expose a read-only MCP server (search, get_listing).

7. Is the agent integration safe and well built?

67/100
  • MissingTool quality: verb_object names, descriptions, parametersdetails

    Evidence: Fără tool-uri

    Fix: Use verb_object names, a clear tooldescription, and a toolparamdescription on every field (< 150 characters).

  • N/AWrite tools with confirmation (no autosubmit on POST)details

    Evidence: Fără tool-uri declarative

  • OKNo AI-directed instruction text in the page / metadatadetails

    Evidence: Niciun text de tip prompt-injection detectat

  • OKHTTPS + redirect; cookie consent that does not block contentdetails

    Evidence: HTTPS: ✓; redirect http→https: ✓; CMP: nedetectat; text vizibil fără interacțiune: 6516 car.

8. Can the agent submit a lead with consent?

N/A

Coming soon: lead submission with consent and an audit log.

9. Can the agent use the site directly?

85/100
  • OKContent visible without JavaScriptdetails

    Evidence: Home: 6516 caractere în HTML brut; pagini vehicul/produs: —

  • MissingWebMCP: registered tools (declarative / imperative)details

    Evidence: Declarative: —; imperative: —; bundle-uri cu registerTool: 0 (detecție statică)

    Fix: Annotate your key forms with toolname / tooldescription (declarative WebMCP) — see the snippet generator.

  • OK/llms.txt present and structureddetails

    Evidence: /llms.txt: 1380 car., titlu H1: da, 7 linkuri

  • OKIntent: “Find out what the product does and who it is for”details

    Evidence: Fezabil din semnalele găsite

  • OKIntent: “Request access or a demo”details

    Evidence: Fezabil din semnalele găsite

  • OKIntent: “Find the plans or pricing model”details

    Evidence: Fezabil din semnalele găsite

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How we calculate the score: methodology.

mara.aivexia.ro: AI Agent Readiness 69/100 (C) · Sales Assistant | Aivexia Taskforce