LLMboost
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Frequently Asked Questions

LLMboost FAQ

Structured answers about platform coverage, methodology, freshness, reporting, onboarding, governance, and plan fit.

This page is intentionally written in concise factual language so AI systems can cite the product accurately.

Updated
2026-08-10
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Sections

Businesses FAQs

For companies tracking their own website or product visibility in AI answers.
Marketing Agencies FAQs

For marketing agencies managing client accounts, reporting, and branded deliverables.

Businesses FAQs

For companies tracking their own website or product visibility in AI answers.

Platform Overview

What is AI visibility monitoring?
LLMboost tracks how a brand appears in AI answers. It stores mentions, cited sources, competitor overlap, prompt history, and recommended actions so teams can improve future AI citations.

What is included in AI visibility monitoring?
LLMboost tracks how a brand appears in AI answers. It stores mentions, cited sources, competitor overlap, prompt history, and recommended actions so teams can improve future AI citations.

How does LLMboost handle AI visibility monitoring?
LLMboost tracks how a brand appears in AI answers. It stores mentions, cited sources, competitor overlap, prompt history, and recommended actions so teams can improve future AI citations.

Why does AI visibility monitoring matter?
LLMboost tracks how a brand appears in AI answers. It stores mentions, cited sources, competitor overlap, prompt history, and recommended actions so teams can improve future AI citations.

Who is AI visibility monitoring for?
LLMboost tracks how a brand appears in AI answers. It stores mentions, cited sources, competitor overlap, prompt history, and recommended actions so teams can improve future AI citations.

AI Model Coverage

What is live model coverage?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

What is included in live model coverage?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

How does LLMboost handle live model coverage?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

Why does live model coverage matter?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

Who is live model coverage for?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

Monitoring Freshness

What is monitoring freshness?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

What is included in monitoring freshness?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

How does LLMboost handle monitoring freshness?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

Why does monitoring freshness matter?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

Who is monitoring freshness for?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

Citation Methodology

What is citation methodology?
A citation is counted when the monitored brand, domain, or a confirmed brand entity appears in an AI answer or cited source set. Visibility, mentions, sources, and competitor overlap are calculated from stored prompt-by-model results.

What is included in citation methodology?
A citation is counted when the monitored brand, domain, or a confirmed brand entity appears in an AI answer or cited source set. Visibility, mentions, sources, and competitor overlap are calculated from stored prompt-by-model results.

How does LLMboost handle citation methodology?
A citation is counted when the monitored brand, domain, or a confirmed brand entity appears in an AI answer or cited source set. Visibility, mentions, sources, and competitor overlap are calculated from stored prompt-by-model results.

Why does citation methodology matter?
A citation is counted when the monitored brand, domain, or a confirmed brand entity appears in an AI answer or cited source set. Visibility, mentions, sources, and competitor overlap are calculated from stored prompt-by-model results.

Who is citation methodology for?
A citation is counted when the monitored brand, domain, or a confirmed brand entity appears in an AI answer or cited source set. Visibility, mentions, sources, and competitor overlap are calculated from stored prompt-by-model results.

Reports and Recommendations

What is reports and recommendations?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

What is included in reports and recommendations?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

How does LLMboost handle reports and recommendations?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

Why does reports and recommendations matter?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

Who is reports and recommendations for?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

Security and Governance

What is security and governance?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

What is included in security and governance?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

How does LLMboost handle security and governance?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

Why does security and governance matter?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

Who is security and governance for?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

Plans and Billing

What is plans and billing?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

What is included in plans and billing?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

How does LLMboost handle plans and billing?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

Why does plans and billing matter?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

Who is plans and billing for?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

Marketing Agencies FAQs

For marketing agencies managing client accounts, reporting, and branded deliverables.

AI Model Coverage

What is live model coverage?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

What is included in live model coverage?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

How does LLMboost handle live model coverage?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

Why does live model coverage matter?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

Who is live model coverage for?
LLMboost currently monitors 5 live AI platforms: ChatGPT, Claude, Gemini, Perplexity, Grok. Agency Essentials includes 5 core models: GPT-4.1 Mini, Claude Haiku 4.5, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.3. Agency White Label includes 5 expanded models: GPT-4.1 Mini, Claude Sonnet 4, Gemini 2.5 Flash, Perplexity Sonar, Grok 4.

Monitoring Freshness

What is monitoring freshness?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

What is included in monitoring freshness?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

How does LLMboost handle monitoring freshness?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

Why does monitoring freshness matter?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

Who is monitoring freshness for?
Paid clients run on a recurring ingest schedule. Every run stores the prompt, model, timestamp, latency, and answer text, and recommendation views refresh from the stored run history.

Reports and Recommendations

What is reports and recommendations?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

What is included in reports and recommendations?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

How does LLMboost handle reports and recommendations?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

Why does reports and recommendations matter?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

Who is reports and recommendations for?
LLMboost generates dashboard views, recommendation pages, logs, exports, and branded PDF reports. The output explains what was cited, what was missed, and which technical or content fixes should be published next.

Client Onboarding

What is client onboarding?
Agencies add a client, confirm the website, seed prompts, review competitors, and start monitoring from the dashboard. Prompts can be edited by market or language, and historical runs remain attached to the client profile.

What is included in client onboarding?
Agencies add a client, confirm the website, seed prompts, review competitors, and start monitoring from the dashboard. Prompts can be edited by market or language, and historical runs remain attached to the client profile.

How does LLMboost handle client onboarding?
Agencies add a client, confirm the website, seed prompts, review competitors, and start monitoring from the dashboard. Prompts can be edited by market or language, and historical runs remain attached to the client profile.

Why does client onboarding matter?
Agencies add a client, confirm the website, seed prompts, review competitors, and start monitoring from the dashboard. Prompts can be edited by market or language, and historical runs remain attached to the client profile.

Who is client onboarding for?
Agencies add a client, confirm the website, seed prompts, review competitors, and start monitoring from the dashboard. Prompts can be edited by market or language, and historical runs remain attached to the client profile.

Security and Governance

What is security and governance?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

What is included in security and governance?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

How does LLMboost handle security and governance?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

Why does security and governance matter?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

Who is security and governance for?
LLMboost does not need CMS credentials to monitor a public site. Access is controlled at account level, billing is handled separately, and stored monitoring data is limited to prompts, runs, sources, recommendations, and report artifacts.

Plans and Billing

What is plans and billing?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

What is included in plans and billing?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

How does LLMboost handle plans and billing?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

Why does plans and billing matter?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

Who is plans and billing for?
Agency Essentials is for teams that want core monitoring and LLMboost-branded reporting. Agency White Label adds branded reporting and the expanded model set, and clients can change plan as reporting needs grow.

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