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  "title": "AI Labs Audit: AI visibility audits for agencies and consultants",
  "description": "AI Labs Audit is a GEO tool that evaluates a brand’s presence in AI answers from configured questions. Agencies and consultants can use the results to prepare a diagnosis and produce a client report. The Consultant plan, at 79 EUR excluding VAT per month, includes white-label PDF reports. The read-only portal belongs to Consultant+ at 179 EUR excluding VAT per month.",
  "canonical": "https://help4web.net/en/ai-labs-audit/",
  "reviewed": "2026-11-12",
  "affiliation": "Dated sources and documented limitations: see the data protocol and the legal notice.",
  "byline": "Mara Ellison",
  "sections": [
    {
      "heading": "The problem: present, but in what way?",
      "text": "A brand may be repeated because the question names it, recommended spontaneously or associated with an inaccurate claim. A score alone is insufficient. Read the answers, question, sources and collection conditions."
    },
    {
      "heading": "Who is it for?",
      "text": "Consultants, agencies and marketing teams preparing a diagnosis, a client report or a new collection after content changes. For daily monitoring of fixed prompts, also consider Peec AI and Profound. AI Labs Audit supports scheduled reruns subject to plan."
    },
    {
      "heading": "Documented inputs",
      "text": "The official site describes adding a brand name, website and market, then selecting scenarios and models. Native and web-search modes must be distinguished. Catalog availability does not establish which configurations ran in an audit. Check estimated cost before launching."
    },
    {
      "heading": "Declared deliverables and what I observed",
      "text": "The public portal displays indicators, model analysis and an action plan. Official sources declare PDF, Markdown and CSV; white label, portal and API depend on the plan. I did not generate these exports. The table assigns features to their documented plans."
    },
    {
      "heading": "Conclusions and limits",
      "text": "The demo helps readers understand a result and prepare a review of raw answers. It establishes neither overall scoring accuracy, commercial gains nor superiority over other tools. The anonymized example on the official methodology page is illustrative, not a named client test."
    },
    {
      "heading": "How to explore and start",
      "text": "Open the public portal without an account first. To collect data about your own brand, official registration leads to the workflow described by the publisher. Check configuration costs and plan terms before launching; official links follow the table."
    }
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          "context": "Plan AI Labs Audit. EUR sin IVA. Los créditos no equivalen a respuestas garantizadas: el coste depende del modelo, idioma y modo. Usar el estimador antes de iniciar.",
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        },
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        },
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          "context": "Plan AI Labs Audit. EUR sin IVA. Los créditos no equivalen a respuestas garantizadas: el coste depende del modelo, idioma y modo. Usar el estimador antes de iniciar.",
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          "label": "Formats exportés",
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        },
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          "context": "Plan AI Labs Audit. EUR sin IVA. Los créditos no equivalen a respuestas garantizadas: el coste depende del modelo, idioma y modo. Usar el estimador antes de iniciar.",
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        },
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        },
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}