> ## Documentation Index
> Fetch the complete documentation index at: https://docs.trymeridian.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Products

> Track which products get recommended and drill into the responses where they appear.

## What this is

A product catalog view that shows which items are **Mentioned** vs **Not mentioned**, plus quick access to the responses that mention each product.

## Why it matters

* “Brand visibility” isn’t enough—AI can recommend competitor products instead of yours.

* Product-level insight tells you what to fix in content and positioning.

* It’s the fastest way to improve “recommended product” outcomes.

## Where to find it

**Analytics → Prompt Analytics → Products**

## How it works

* Meridian maps product mentions from responses to your catalog.

* Each product card shows:

  * Mention status (Mentioned / Not mentioned)

  * A shortcut to drill down: **See X responses**

  * Product metadata (price, tags)

<img src="https://mintlify.s3.us-west-1.amazonaws.com/meridian-25fd9b88/analytics/prompt-analytics/SCREENSHOT_PRODUCTS_GRID" alt="Products grid showing mentioned status and response drilldown" />

Caption: Products surfaces which items show up in AI answers and where.

## How to use it

1. Filter timeframe and platform/attributes if needed.

2. Scan for **Not mentioned** products.

3. Open **See X responses** for a mentioned product to learn:

   * Which prompts trigger it

   * Which competitors are recommended alongside it

4. For “Not mentioned” products, identify adjacent products that *are* mentioned.

5. Create actions:

   * Add product FAQs/comparisons

   * Improve category pages

   * Earn off-page mentions for the product name

## How to interpret results

* If a high-margin product is “Not mentioned” → it’s missing from model knowledge → add structured pages and comparisons.

* If only one product is mentioned repeatedly → you have a “default” recommendation problem → broaden product coverage content.

* If products are mentioned but never ranked #1 → improve proof points and “why choose this” sections.

* If product mentions only occur on one platform → platform-specific sources → improve those sources across the board.

* If “See responses” shows the same competitor winning → inspect their cited sources and replicate the structure.

## Common questions / troubleshooting

* “Why don’t I see Products?” → connect a product catalog first.

* “Why is a product mislabeled?” → confirm SKU/title matching and aliases.

* “Why is ‘See responses’ low?” → small sample size; expand timeframe.

## Related docs

* [Analyze prompts](/analytics/prompt-analytics/analyze)

* [Website Pages](/analytics/website/pages)

* [Opportunities](/action/opportunities)

* [Off-page](/action/off-page)