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
| Criterion | AI Labs AuditConsultant | Peec AIStarter | ProfoundEnterprise | MeteoriaStarter |
|---|---|---|---|---|
| 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
| Criterion | AI Labs AuditConsultant | Peec AIStarter | ProfoundEnterprise | MeteoriaStarter |
|---|---|---|---|---|
| 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
| Criterion | AI Labs AuditPlan : Consultant | Peec AIPlan : Starter | ProfoundPlan : Enterprise | MeteoriaPlan : 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+.
Sources and resources
Detailed observations by plan
Observations and sources (53)
AI Labs Audit Discovery
Configured audit
- Published price
- 0 EUR per monthAvailable | Declared by the publisher | Official source
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.
- Included credits
- 100 credits per monthAvailable | Declared by the publisher | Official source
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.
- Active models
- 3 models per auditAvailable | Declared by the publisher | Official source
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.
- Export formats
- Audit CSVAvailable | Declared by the publisher | Official source
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.
AI Labs Audit Consultant
Configured audit
- Published price
- 79 EUR per monthAvailable | Declared by the publisher | Official source
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.
- Included credits
- 1500 credits per monthAvailable | Declared by the publisher | Official source
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.
- Export formats
- White-label PDF from ConsultantAvailable | Declared by the publisher | Official source
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.
AI Labs Audit Consultant+
Configured audit
- Published price
- 179 EUR per monthAvailable | Declared by the publisher | Official source
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.
- Included credits
- 5000 credits per monthAvailable | Declared by the publisher | Official source
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.
- Collection frequency
- Weekly or monthlyAvailable | Declared by the publisher | Official source
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.
- Client portal
- Included from Consultant+, read-onlyAvailable | Declared by the publisher | Official source
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.
AI Labs Audit Agent
Configured audit
- Published price
- 349 EUR per monthAvailable | Declared by the publisher | Official source
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.
- Included credits
- 10000 credits per monthAvailable | Declared by the publisher | Official source
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.
- API and integration
- REST and MCP from AgentAvailable | Declared by the publisher | Official source
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.
AI Labs Audit Agence+
Configured audit
- Published price
- 599 EUR per monthAvailable | Declared by the publisher | Official source
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.
- Included credits
- 20000 credits per monthAvailable | Declared by the publisher | Official source
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.
AI Labs Audit All plans
Configured audit
- Export formats
- PDF and Markdown declared, generation not testedAvailable | Declared by the publisher | Official source
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.
- Documented coverage
- Catalog of over 50 models and configurations, selected per auditAvailable | Declared by the publisher | Official source
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.
Peec AI Starter
Brand monitoring
- Published price
- 95 USD per monthAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Tracked prompts
- 50 promptsAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Active models
- 3 modelsAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Collection frequency
- DailyAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Export formats
- CSVAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Documented coverage
- Choose 3 models from the plan selection, paid add-onsAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
Peec AI Pro
Brand monitoring
- Published price
- 245 USD per monthAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Tracked prompts
- 150 promptsAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Active models
- 3 modelsAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Collection frequency
- DailyAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- API and integration
- API included from Pro in the detailed gridAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
Peec AI Advanced
Brand monitoring
- Published price
- 495 USD per monthAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Tracked prompts
- 350 promptsAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Active models
- 3 modelsAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
- Collection frequency
- DailyAvailable | Declared by the publisher | Official source
Context
Peec AI Brands plan, monthly billing in USD. Prompt allowance can be shared across projects, not multiplied per project. Agency plans are separate.
Peec AI Enterprise
Brand monitoring
- Published price
- Custom quote, annual contract USDNot published | Declared by the publisher | Official source
Context
Peec AI Brands Enterprise plan, annual contract and custom terms. No price period or allowance from another plan is transferred.
Profound Trial
Time-limited trial
- Published price
- 0 7-day trialAvailable | Declared by the publisher | Official source
Context
Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.
- Tracked prompts
- 50 prompts 7-day trialAvailable | Declared by the publisher | Official source
Context
Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.
- Active models
- 3 models 7-day trialAvailable | Declared by the publisher | Official source
Context
Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.
- Collection frequency
- Daily for 7 days 7-day trialAvailable | Declared by the publisher | Official source
Context
Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.
- Export formats
- No exports in the trial 7-day trialAvailable | Declared by the publisher | Official source
Context
Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.
- Documented coverage
- ChatGPT, Gemini, Google AI Overviews 7-day trialAvailable | Declared by the publisher | Official source
Context
Profound brand trial, not a free recurring monthly plan. Recommended prompts cannot be customized. No exports or API in this trial.
Profound Enterprise
Enterprise contract scope
- Published price
- Custom quoteNot published | Declared by the publisher | Official source
Context
Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.
- Collection frequency
- DailyAvailable | Declared by the publisher | Official source
Context
Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.
- Active models
- Up to 10 engines, subject to contract modelsAvailable | Declared by the publisher | Official source
Context
Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.
- Export formats
- CSV, JSONAvailable | Declared by the publisher | Official source
Context
Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.
- API and integration
- API included, contractual termsAvailable | Declared by the publisher | Official source
Context
Profound Enterprise for brands, terms by quotation. Agency quotas and prices are not transferred to this plan.
Meteoria Starter
Meteoria daily monitoring
- Published price
- 75 EUR per monthAvailable | Declared by the publisher | Official source
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.
- Tracked prompts
- 25 promptsAvailable | Declared by the publisher | Official source
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.
- Included credits
- 25 credits per monthAvailable | Declared by the publisher | Official source
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.
- Collection frequency
- DailyAvailable | Declared by the publisher | Official source
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.
- Documented coverage
- 3 engines of your choiceAvailable | Declared by the publisher | Official source
Context
Meteoria Starter plan, publisher declaration. Choose from the publisher list: ChatGPT, Perplexity, Google AI Overview, Gemini, Grok, Google AI Mode, Microsoft Copilot.
- Included brands
- Unlimited brandsAvailable | Declared by the publisher | Official source
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.
- Integrations
- Google Analytics and MatomoAvailable | Declared by the publisher | Official source
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.
Meteoria Enterprise
Meteoria Enterprise
- API and integration
- API and MCP on the Enterprise plan onlyAvailable | Declared by the publisher | Official source
Context
Meteoria Enterprise plan, publisher declaration. API and MCP are reserved for this plan.