# AI Labs Audit: AI visibility audits for agencies and consultants 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. Mara Ellison Verified on 2026-11-12 Dated sources and documented limitations: see the data protocol and the legal notice. ## The problem: present, but in what way? 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. ## Who is it for? 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. ## Documented inputs 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. ## Declared deliverables and what I observed 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. ## Conclusions and limits 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. ## How to explore and start 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. ## ai-labs-audit-découverte-price - id: ai-labs-audit-découverte-price - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Découverte - planLabel: Discovery - category: offers - criterion: price - label: Published price - value: 0 - displayValue: 0 - unit: currency - unitLabel: amount - period: month - periodLabel: per month - currency: EUR - billing: monthly_excl_vat - billingLabel: monthly excl. VAT - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#découverte - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-découverte-credits - id: ai-labs-audit-découverte-credits - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Découverte - planLabel: Discovery - category: offers - criterion: credits - label: Included credits - value: 100 - displayValue: 100 - unit: credits - unitLabel: credits - period: month - periodLabel: per month - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#découverte - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-consultant-price - id: ai-labs-audit-consultant-price - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Consultant - planLabel: Consultant - category: offers - criterion: price - label: Published price - value: 79 - displayValue: 79 - unit: currency - unitLabel: amount - period: month - periodLabel: per month - currency: EUR - billing: monthly_excl_vat - billingLabel: monthly excl. VAT - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#consultant - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-consultant-credits - id: ai-labs-audit-consultant-credits - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Consultant - planLabel: Consultant - category: offers - criterion: credits - label: Included credits - value: 1500 - displayValue: 1500 - unit: credits - unitLabel: credits - period: month - periodLabel: per month - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#consultant - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-consultant-plus-price - id: ai-labs-audit-consultant-plus-price - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Consultant+ - planLabel: Consultant+ - category: offers - criterion: price - label: Published price - value: 179 - displayValue: 179 - unit: currency - unitLabel: amount - period: month - periodLabel: per month - currency: EUR - billing: monthly_excl_vat - billingLabel: monthly excl. VAT - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#consultantplus - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-consultant-plus-credits - id: ai-labs-audit-consultant-plus-credits - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Consultant+ - planLabel: Consultant+ - category: offers - criterion: credits - label: Included credits - value: 5000 - displayValue: 5000 - unit: credits - unitLabel: credits - period: month - periodLabel: per month - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#consultantplus - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-agent-price - id: ai-labs-audit-agent-price - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Agent - planLabel: Agent - category: offers - criterion: price - label: Published price - value: 349 - displayValue: 349 - unit: currency - unitLabel: amount - period: month - periodLabel: per month - currency: EUR - billing: monthly_excl_vat - billingLabel: monthly excl. VAT - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#agent - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-agent-credits - id: ai-labs-audit-agent-credits - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Agent - planLabel: Agent - category: offers - criterion: credits - label: Included credits - value: 10000 - displayValue: 10000 - unit: credits - unitLabel: credits - period: month - periodLabel: per month - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#agent - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-agence-plus-price - id: ai-labs-audit-agence-plus-price - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Agence+ - planLabel: Agence+ - category: offers - criterion: price - label: Published price - value: 599 - displayValue: 599 - unit: currency - unitLabel: amount - period: month - periodLabel: per month - currency: EUR - billing: monthly_excl_vat - billingLabel: monthly excl. VAT - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#agenceplus - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-agence-plus-credits - id: ai-labs-audit-agence-plus-credits - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Agence+ - planLabel: Agence+ - category: offers - criterion: credits - label: Included credits - value: 20000 - displayValue: 20000 - unit: credits - unitLabel: credits - period: month - periodLabel: per month - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#agenceplus - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-découverte-welcome - id: ai-labs-audit-découverte-welcome - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Découverte - planLabel: Discovery - category: offers - criterion: welcome - label: Welcome credits - value: 500 - displayValue: 500 - unit: credits - unitLabel: credits - period: one_time - periodLabel: one time - currency: null - billing: null - billingLabel: - scope: welcome - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/ - verifiedAt: 2026-11-11 - context: One-time bonus after email verification according to the official homepage. Not a monthly allowance. - state: available ## ai-labs-audit-découverte-models - id: ai-labs-audit-découverte-models - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Découverte - planLabel: Discovery - category: offers - criterion: models - label: Active models - value: 3 - displayValue: 3 - unit: models - unitLabel: models - period: per_audit - periodLabel: per audit - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#découverte - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-découverte-scenarios - id: ai-labs-audit-découverte-scenarios - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Découverte - planLabel: Discovery - category: offers - criterion: scenarios - label: Scenarios per audit - value: 5 - displayValue: 5 - unit: scenarios - unitLabel: scenarios - period: per_audit - periodLabel: per audit - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#découverte - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-consultant-plus-schedule - id: ai-labs-audit-consultant-plus-schedule - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Consultant+ - planLabel: Consultant+ - category: workflow - criterion: schedule - label: Collection frequency - value: weekly_monthly - displayValue: Weekly or monthly - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#consultantplus - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-consultant-plus-portal - id: ai-labs-audit-consultant-plus-portal - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Consultant+ - planLabel: Consultant+ - category: deliverables - criterion: portal - label: Client portal - value: true - displayValue: Included from Consultant+, read-only - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#consultantplus - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-agent-api - id: ai-labs-audit-agent-api - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Agent - planLabel: Agent - category: deliverables - criterion: api - label: API and integration - value: REST, MCP - displayValue: REST and MCP from Agent - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#agent - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-consultant-exports - id: ai-labs-audit-consultant-exports - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Consultant - planLabel: Consultant - category: deliverables - criterion: exports - label: Export formats - value: PDF white-label - displayValue: White-label PDF from Consultant - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#consultant - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-découverte-exports - id: ai-labs-audit-découverte-exports - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Découverte - planLabel: Discovery - category: deliverables - criterion: exports - label: Export formats - value: CSV - displayValue: Audit CSV - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/pricing#découverte - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-all-exports - id: ai-labs-audit-all-exports - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: All - planLabel: All plans - category: deliverables - criterion: exports - label: Export formats - value: PDF, Markdown - displayValue: PDF and Markdown declared, generation not tested - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/ - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-all-coverage - id: ai-labs-audit-all-coverage - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: All - planLabel: All plans - category: coverage - criterion: coverage - label: Documented coverage - value: 50+ model configurations - displayValue: Catalog of over 50 models and configurations, selected per audit - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: audit - evidenceStatus: declared - sourceUrl: https://ailabsaudit.com/ - verifiedAt: 2026-11-11 - context: AI Labs Audit plan. EUR excluding VAT. Credits are not guaranteed answers: cost varies by model, language and mode. Use the estimator before launching. - state: available ## ai-labs-audit-public-demo-site - id: ai-labs-audit-public-demo-site - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Public demo - planLabel: Public demo - category: demo - criterion: site - label: Your site as seen by AI - value: 65 - displayValue: 65/100 (B) - unit: score/100 - unitLabel: score out of 100 - period: 2026-11-10T03:01 - periodLabel: 2026-11-10T03:01 - currency: null - billing: null - billingLabel: - scope: demo - evidenceStatus: observed - sourceUrl: https://ailabsaudit.com/portal/v1twjxrnnfChnnKJSX-V_wyXtpxPbYNgwZjoXXFduNg/dashboard - verifiedAt: 2026-11-11 - context: Public AI Labs Audit portal, read-only review on 11 November 2026. Last audit displayed: 10 November 2026 at 03:01, All markets, EN/FR. Displayed indicator, not a Help4Web measurement or a vendor benchmark. - state: available ## ai-labs-audit-public-demo-readiness - id: ai-labs-audit-public-demo-readiness - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Public demo - planLabel: Public demo - category: demo - criterion: readiness - label: Ready for AI answers - value: 84 - displayValue: 84/100 (B+) - unit: score/100 - unitLabel: score out of 100 - period: 2026-11-10T03:01 - periodLabel: 2026-11-10T03:01 - currency: null - billing: null - billingLabel: - scope: demo - evidenceStatus: observed - sourceUrl: https://ailabsaudit.com/portal/v1twjxrnnfChnnKJSX-V_wyXtpxPbYNgwZjoXXFduNg/dashboard - verifiedAt: 2026-11-11 - context: Public AI Labs Audit portal, read-only review on 11 November 2026. Last audit displayed: 10 November 2026 at 03:01, All markets, EN/FR. Displayed indicator, not a Help4Web measurement or a vendor benchmark. - state: available ## ai-labs-audit-public-demo-sample - id: ai-labs-audit-public-demo-sample - byline: Mara Ellison - productId: ai-labs-audit - product: AI Labs Audit - plan: Public demo - planLabel: Public demo - category: demo - criterion: sample - label: Total demo corpus size - value: null - displayValue: Global corpus not verified - unit: - unitLabel: - period: null - periodLabel: - currency: null - billing: null - billingLabel: - scope: gap - evidenceStatus: observed - sourceUrl: https://ailabsaudit.com/portal/v1twjxrnnfChnnKJSX-V_wyXtpxPbYNgwZjoXXFduNg/dashboard - verifiedAt: 2026-11-11 - context: The screenshot does not establish the global corpus. The public text heatmap describes a filtered view, not necessarily every scenario. Full raw data is still needed. - state: not_verified Documentary review of official pages archived on 11 November 2026. Prices and allowances are publisher declarations. Three scores were observed in an authentic public portal screenshot, displaying an audit dated 10 November 2026 at 03:01. No paid accounts tested and no audit launched by Help4Web. Units and scope differ: no shared score or performance ranking. Missing information remains unknown. Send corrections to contact@help4web.net. ## Errata Any correction to a published value is logged here with its date, the affected row identifier and the corrected value. No correction published so far. [HTML](https://help4web.net/en/ai-labs-audit/)