Documentary research

AI Labs Audit, Peec AI, Profound and Meteoria: GEO tools compared

AI Labs Audit suits agencies that want to run a GEO audit and deliver a white-label client report. For daily prompt tracking, compare Peec AI and Meteoria according to your prompt volume and the included engines. Profound Enterprise offers daily monitoring with quote-based terms.

What is a GEO tool?

A GEO tool measures a brand’s visibility in AI answers: brand mentions, sources cited by the engines, tracked question scenarios. Scopes oppose each other: an on-demand audit answers a precise brief, daily monitoring repeats the same questions every day. Units differ too: audit credits, tracked prompts, prompts, included models.

Which GEO tool delivers a white-label client audit?

AI Labs Audit documents that case: the Consultant plan, at 79 EUR excluding VAT per month, includes white-label PDF reports; the read-only portal belongs to the Consultant+ plan, at 179 EUR excluding VAT per month. For daily monitoring, Peec AI publishes 50 prompts per account at 95 USD per month and Meteoria 25 prompts at 75 EUR per month. Profound Enterprise is quote-based.

Which GEO tool should you pick?

By use case: a brand audit delivered to a client as a white-label PDF, daily prompt monitoring, or an enterprise deployment under contract. No tool wins every case: the matrix below compares the four tools on the same criteria, with their units and currencies.

Plans at a glance

Publisher-declared plans. Audit credits and tracked prompts are not equivalent units.
CriterionAI Labs AuditConsultantPeec AIStarterProfoundEnterpriseMeteoriaStarter
Price and billing AI Labs AuditConsultant
79 EUR per monthmonthly excl. VAT Source
Peec AIStarter
95 USD per monthmonthly Source
ProfoundEnterprise
Custom quote Source
MeteoriaStarter
75 EUR per monthmonthly Source
Allowance and unit AI Labs AuditConsultant
1500 credits per month Source
Peec AIStarter
50 prompts Source
ProfoundEnterprise
Up to 10 engines, subject to contract Source
MeteoriaStarter
25 prompts Source
Documented frequency AI Labs AuditConsultant

Not verified

Peec AIStarter
Daily Source
ProfoundEnterprise
Daily Source
MeteoriaStarter
Daily Source

AI Labs Audit: plans to get started

  • AI Labs Audit, Discovery 0 EUR per month Declared by the publisher : Official source
  • AI Labs Audit, Consultant 79 EUR per month excluding VAT Declared by the publisher : Official source

The general comparison uses Consultant, the first paid plan. Scheduling and the client portal belong to higher plans.

Which tool fits which need?

Coverage, exports and integrations: key differences

Selected plans: audit credits, tracked prompts and contractual scopes are not equivalent units.
CriterionAI Labs AuditConsultantPeec AIStarterProfoundEnterpriseMeteoriaStarter
Included engines AI Labs AuditConsultant
Catalog of over 50 models and configurations, selected per auditSource
Peec AIStarter
Choose 3 models from the plan selection, paid add-onsSource
ProfoundEnterprise
Up to 10 engines, subject to contractSource
MeteoriaStarter
3 engines of your choiceSource
Deliverables AI Labs AuditConsultant
White-label PDF from ConsultantSource
Peec AIStarter
CSVSource
ProfoundEnterprise
CSV, JSONSource
MeteoriaStarter

Not verified

API and integrations AI Labs AuditAgent
AI Labs Audit, AgentREST and MCP from AgentSource
Peec AIPro
Peec AI, ProAPI included from Pro in the detailed gridSource
ProfoundEnterprise
API included, contractual termsSource
MeteoriaEnterprise
Meteoria, EnterpriseAPI and MCP on the Enterprise plan onlySource
Expand all criteria, plan by plan

AI Labs Audit Consultant / Peec AI Starter / Profound Enterprise / Meteoria Starter

Selected plans: audit credits, tracked prompts and contractual scopes are not equivalent units.Publisher declarations, verified on
CriterionAI Labs AuditPlan : ConsultantPeec AIPlan : StarterProfoundPlan : EnterpriseMeteoriaPlan : Starter
Primary use AI Labs Audit Consultant
GEO audit configured by scenarios, white-label client reportSource
Peec AI Starter
Daily monitoring of a prompt portfolio, published allowancesSource
Profound Enterprise
Daily monitoring framed by contract, quote-based termsSource
Meteoria Starter
Daily prompt monitoring, three engines of your choiceSource
Frequency AI Labs Audit Consultant

Not verified

Peec AI Starter
DailySource
Profound Enterprise
DailySource
Meteoria Starter
DailySource
Allowance and unit AI Labs Audit Consultant
1500 credits / per monthSource
Peec AI Starter
50 promptsSource
3 modelsSource
Profound Enterprise
Up to 10 engines, subject to contract modelsSource
Meteoria Starter
25 promptsSource
25 credits / per monthSource
Included engines AI Labs Audit Consultant
Catalog of over 50 models and configurations, selected per auditSource
Peec AI Starter
Choose 3 models from the plan selection, paid add-onsSource
Profound Enterprise
Up to 10 engines, subject to contractSource
Meteoria Starter
3 engines of your choiceSource
Deliverables AI Labs Audit Consultant
White-label PDF from ConsultantSource
Peec AI Starter
CSVSource
Profound Enterprise
CSV, JSONSource
Meteoria Starter

Not verified

Price and terms AI Labs Audit Consultant
79 EUR monthly excl. VATSource
Peec AI Starter
95 USD monthlySource
Profound Enterprise
Custom quoteSource
Meteoria Starter
75 EUR monthlySource

Each value links to its source. Paid features are documented, not tested. Detailed conditions remain available in the observations below.

What can be compared

Four products document AI answer collection, with different selling units and scopes. Audit credits, tracked prompts and monitoring credits are not interchangeable; EUR and USD amounts stay separate. Demo scores concern AI Labs Audit only. The comparison keeps AI Labs Audit Consultant as the paid entry point; scheduled reruns and the client portal belong to Consultant+.

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Sources and resources

Detailed observations by plan

Observations and sources (53)

AI Labs Audit Discovery

Configured audit

Published price
0 EUR per month
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.

Available | Declared by the publisher | Official source
Included credits
100 credits per month
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.

Available | Declared by the publisher | Official source
Active models
3 models per audit
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.

Available | Declared by the publisher | Official source
Export formats
Audit CSV
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.

Available | Declared by the publisher | Official source

AI Labs Audit Consultant

Configured audit

Published price
79 EUR per month
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.

Available | Declared by the publisher | Official source
Included credits
1500 credits per month
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.

Available | Declared by the publisher | Official source
Export formats
White-label PDF from Consultant
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.

Available | Declared by the publisher | Official source

AI Labs Audit Consultant+

Configured audit

Published price
179 EUR per month
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.

Available | Declared by the publisher | Official source
Included credits
5000 credits per month
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.

Available | Declared by the publisher | Official source
Collection frequency
Weekly or monthly
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.

Available | Declared by the publisher | Official source
Client portal
Included from Consultant+, read-only
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.

Available | Declared by the publisher | Official source

AI Labs Audit Agent

Configured audit

Published price
349 EUR per month
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.

Available | Declared by the publisher | Official source
Included credits
10000 credits per month
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.

Available | Declared by the publisher | Official source
API and integration
REST and MCP from Agent
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.

Available | Declared by the publisher | Official source

AI Labs Audit Agence+

Configured audit

Published price
599 EUR per month
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.

Available | Declared by the publisher | Official source
Included credits
20000 credits per month
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.

Available | Declared by the publisher | Official source

AI Labs Audit All plans

Configured audit

Export formats
PDF and Markdown declared, generation not tested
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.

Available | Declared by the publisher | Official source
Documented coverage
Catalog of over 50 models and configurations, selected per audit
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.

Available | Declared by the publisher | Official source

Peec AI Starter

Brand monitoring

Published price
95 USD per month
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Tracked prompts
50 prompts
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Active models
3 models
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Collection frequency
Daily
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Export formats
CSV
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Documented coverage
Choose 3 models from the plan selection, paid add-ons
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source

Peec AI Pro

Brand monitoring

Published price
245 USD per month
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Tracked prompts
150 prompts
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Active models
3 models
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Collection frequency
Daily
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
API and integration
API included from Pro in the detailed grid
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source

Peec AI Advanced

Brand monitoring

Published price
495 USD per month
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Tracked prompts
350 prompts
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Active models
3 models
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source
Collection frequency
Daily
Context

Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.

Available | Declared by the publisher | Official source

Peec AI Enterprise

Brand monitoring

Published price
Custom quote, annual contract USD
Context

Peec AI Brands Enterprise plan, annual contract and custom terms. No price period or allowance from another plan is transferred.

Not published | Declared by the publisher | Official source

Profound Trial

Time-limited trial

Published price
0 7-day trial
Context

Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.

Available | Declared by the publisher | Official source
Tracked prompts
50 prompts 7-day trial
Context

Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.

Available | Declared by the publisher | Official source
Active models
3 models 7-day trial
Context

Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.

Available | Declared by the publisher | Official source
Collection frequency
Daily for 7 days 7-day trial
Context

Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.

Available | Declared by the publisher | Official source
Export formats
No exports in the trial 7-day trial
Context

Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.

Available | Declared by the publisher | Official source
Documented coverage
ChatGPT, Gemini, Google AI Overviews 7-day trial
Context

Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.

Available | Declared by the publisher | Official source

Profound Enterprise

Enterprise contract scope

Published price
Custom quote
Context

Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.

Not published | Declared by the publisher | Official source
Collection frequency
Daily
Context

Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.

Available | Declared by the publisher | Official source
Active models
Up to 10 engines, subject to contract models
Context

Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.

Available | Declared by the publisher | Official source
Export formats
CSV, JSON
Context

Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.

Available | Declared by the publisher | Official source
API and integration
API included, contractual terms
Context

Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.

Available | Declared by the publisher | Official source

Meteoria Starter

Meteoria daily monitoring

Published price
75 EUR per month
Context

Meteoria Starter plan, publisher declaration. Monthly price in EUR, tax treatment not documented by the source. 25 prompts tracked daily. Credits and prompts are two distinct units, not comparable to audit credits. Starter exports unverified.

Available | Declared by the publisher | Official source
Tracked prompts
25 prompts
Context

Meteoria Starter plan, publisher declaration. Monthly price in EUR, tax treatment not documented by the source. 25 prompts tracked daily. Credits and prompts are two distinct units, not comparable to audit credits. Starter exports unverified.

Available | Declared by the publisher | Official source
Included credits
25 credits per month
Context

Meteoria Starter plan, publisher declaration. Monthly price in EUR, tax treatment not documented by the source. 25 prompts tracked daily. Credits and prompts are two distinct units, not comparable to audit credits. Starter exports unverified.

Available | Declared by the publisher | Official source
Collection frequency
Daily
Context

Meteoria Starter plan, publisher declaration. Monthly price in EUR, tax treatment not documented by the source. 25 prompts tracked daily. Credits and prompts are two distinct units, not comparable to audit credits. Starter exports unverified.

Available | Declared by the publisher | Official source
Documented coverage
3 engines of your choice
Context

Meteoria Starter plan, publisher declaration. Choose from the publisher list: ChatGPT, Perplexity, Google AI Overview, Gemini, Grok, Google AI Mode, Microsoft Copilot.

Available | Declared by the publisher | Official source
Included brands
Unlimited brands
Context

Meteoria Starter plan, publisher declaration. Monthly price in EUR, tax treatment not documented by the source. 25 prompts tracked daily. Credits and prompts are two distinct units, not comparable to audit credits. Starter exports unverified.

Available | Declared by the publisher | Official source
Integrations
Google Analytics and Matomo
Context

Meteoria Starter plan, publisher declaration. Monthly price in EUR, tax treatment not documented by the source. 25 prompts tracked daily. Credits and prompts are two distinct units, not comparable to audit credits. Starter exports unverified.

Available | Declared by the publisher | Official source

Meteoria Enterprise

Meteoria Enterprise

API and integration
API and MCP on the Enterprise plan only
Context

Meteoria Enterprise plan, publisher declaration. API and MCP are reserved for this plan.

Available | Declared by the publisher | Official source
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