Documentary research

How should you use results and exports?

Use answers and sources to build a traceable action plan, then repeat a comparable collection. Choose reporting formats before subscribing: client sharing, spreadsheet analysis or API integration.

A deliverable for each use

PDF for meetings, Markdown for editable reporting, CSV or JSON to inspect rows. The table lists declared formats and plans. A declared commercial format is not an export I generated with a paid account.

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Turn an observation into a decision

Keep the chain from question to answer, source and task. In the public AI Labs Audit case, reviewing questions and competitors’ sources precedes content work. Record the date and parameters of the next collection.

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Reuse Help4Web data

The Help4Web offers and observations files are public, static and generated from the table’s source. Each row retains its identifier, date and source. They document plans, not a fabricated audit corpus.

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From citation to correction

A concrete traceability example: a dated question, the answer and its cited URL, the gap found, the correction made, then the date of the next check. This thread is kept in the errata.

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Business question, Dated answer, Verified source, Decision to test
Original Help4Web diagram: a question, a retained answer, a source, a decision. It explains the editorial workflow without simulating results.

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Sources and resources

Detailed observations by plan

Observations and sources (12)

AI Labs Audit Consultant+

Configured audit

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

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 Consultant

Configured audit

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 Discovery

Configured audit

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 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

Peec AI Starter

Brand monitoring

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

Peec AI Pro

Brand monitoring

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

Profound Trial

Time-limited trial

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

Profound Enterprise

Enterprise contract scope

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

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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