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Prompt-Level Analytics

Not all prompts are equal. Some consistently mention your brand across every model. Others never do. Prompt-level analytics shows you the per-prompt, per-model breakdown so you know where you're visible and where you're missing.

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Aggregate scores hide the real story

A 50% visibility score could mean you're mentioned in half of all prompts across all models. Or it could mean you dominate ChatGPT but don't exist in Gemini. The aggregate number doesn't tell you where to focus.

Different prompts reveal different things. "Best CRM" might mention your brand consistently. "CRM for enterprise teams" might never mention you. Without prompt-level data, you can't identify which customer questions you're winning and which you're losing.

Marketing teams need granular data to take action. Knowing that you're invisible on a specific prompt gives you a target. Knowing your overall score is 50% gives you nothing actionable.

How it works

01

Every prompt is tracked individually

Each prompt in your configuration runs independently against all 6 AI platforms. Results are stored per-prompt, per-model — not averaged.

02

See mention status and position

For every prompt-model combination, you see: mentioned or not, position (1st, 2nd, 3rd), and the full AI response text.

03

Identify patterns

Filter and sort by mentioned/not mentioned, by model, by position. Find prompts where you're strong and prompts where competitors dominate.

What you see in MRKTlabs

Prompt results table with mention status per model
Position ranking per prompt (1st, 2nd, 3rd mentioned)
Full AI response text for each prompt-model pair
Filter by model, mention status, position
Prompt-level trends across scan history
Competitor mentions per prompt

How MRKTlabs compares

MRKTlabsProfoundPeec AI
Per-prompt breakdown
Position ranking per prompt
Full response text
Models tracked6 models2 models3 models
Prompt-level competitor data

Start using Prompt-Level Analytics

Set up your brand, run your first scan, and see prompt-level analytics in action.

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