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Knowledge Center – The AI‑Search Playbook

LLMtel turns AI‑search and chatbots into a measurable channel. Run a quick AI Visibility Check, understand what to fix, and re‑run to show lift. Then keep the proof going with AI Visibility Monitors & Trends (available after you log in).

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How It Works

Blog & Updates

FAQs

Start here

AI Visibility Checks and Scores, explained (5‑minute read)

What the AI Visibility score summarizes, how recognition, alignment, and sentiment roll up, and how to report lift after your next re‑check. [Links to a sample Check.

Check → See → Do → Monitor

Check: Run one pass across your model set.

See: Who mentions you, how well it matches your message, where you’re positioned.

Do: Publish the fixes (wiki/high‑crawl sources/schema) and re‑run.

Monitor: Watch trends across many Checks; set schedules and alerts. [App‑only]

Core concepts (quick definitions)

Check: One point‑in‑time run.

Monitor: A container for many Checks with trend charts, history, and scheduling. [App‑only]

Cohorts: AI Core Knowledge (answers from memory) vs. AI Search‑Grounded (can browse); kept separate for clean comparisons and stable trends.

Validation: Human‑aligned evaluation focusing on contradictions/hallucinations (not rigid keyword lists).

Competitive Positioning: How answers place your brand (Superior / Comparable / Inferior) in real Q&A.

See full definitions in the LLMtel Glossary.

Featured guides (editor‑approved)

Use these as evergreen references for teams and stakeholders.

AI Visibility Score Explained

What’s in the score, how it’s computed from recognition, alignment, and sentiment, and how to show progress. Includes “before/after” checklist.

Cohorts 101: Core Knowledge vs Search‑Grounded

Why you should never mix them, how provider weighting works, and how cohorts keep trends honest as models evolve.

Validation & Alignment That Matches How Humans Read

Why we score contradictions and hallucinations so accurate but incomplete answers don’t get unfairly penalized. Examples included.

Competitive Positioning in AI Answers

Read Superior / Comparable / Inferior the right way, find the gaps, and turn “comparable” into “superior” with targeted evidence.

Scheduling & Alerts [App‑only]

When to set weekly vs. monthly, how to set thresholds for changes in recognition, alignment, sentiment, or positioning, and who should be notified.

Prompt Targeting: The 10 Questions Every Category Should Track

Prompts to benchmark, by role and funnel stage-plus a worksheet to localize for your market.

High‑Crawl Pages That Move AI Answers

Which references to publish (and how) so models pick up the right facts faster; schema tips and sourcing priorities.

Executive Slides: Explain AI Visibility in Two Minutes

Template narrative and a one‑slide summary structure for QBRs and leadership reviews

Popular how‑tos (short)

Spin up your first Monitor (naming, questions, reference source selection). [App‑only]

Read trendlines without overreacting (separating noise from signal; when to re‑check).

Use cohorts to debug a drop (did memory change or just search availability?)

Turn press into prompts (make coverage show up in AI answers; what to publish where).

For your role

Brand Managers – keep AI on‑message and prove lift.

Agencies – package as a recurring, shareable deliverable.

PR & Communications – ensure coverage shows up in answers.

Startups – earn first mentions fast, then ladder up.

Enterprise – cohort‑aware monitoring across products/regions.

Explore detailed playbooks in Solutions.

Quick Links

Webinars & live sessions

Hands‑on sessions that pair with the guides above-LLM Visibility 101, Cohorts & Trends, and From Comparable to Superior. Register on

Product updates

Read Blogs & Updates for release notes and examples (e.g., Monitors & Trends, scheduling/alerts, cohort refinements).

Quick FAQ’s

What’s the difference between a Check and a Monitor?

A Check is one run; a Monitor tracks many Checks with trendlines and history. [App‑only]

Why split models into cohorts?

To compare apples to apples and see whether gains came from brand knowledge or web search.

Can I schedule Checks and get alerts?

Yes-inside Monitors. [App‑only]. Browse the full FAQs for account, data, and plan questions.

Turn effort into evidence.

Run a Free AI Check

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See How It Works

View Sample Report