Canonical page: https://www.kuudo.com/features/skills/amazon-seller/sqp-asin-ngram/

Amazon Seller Skills v2.1.2 Reference

# Find ASIN-Level SQP Opportunities

Connect Search Query Performance share gaps to specific ASIN, content, price, shipping, and variation opportunities using query and n-gram evidence. The SQP ASIN N-gram Skill scores each search query and ASIN pair, checks impression and click minimums before making a strong claim, and tags every action as organic, operational, or advertising.

Evidence-ranked recommendations

[Try the starter prompt](#starter-prompt)[Connect Skills](/docs/quick-start/chatgpt-skills/)

Example output visualization: ASIN search funnel

ASIN search funnel

skill output

Impression share82%

Click share61%

Cart share43%

Purchase share31%

Primary input

ASIN-level SQP data

Primary output

ASIN-query decision records

[

Powered by

Amazon Selling Partner MCP

](/features/amazon-selling-partner-mcp/)[

Source contract

amazon-sp-sqp-asin-ngram

PolyForm-Shield-1.0.0

](https://github.com/KuudoAI/skills/blob/674e68adc1c0242e5ea440583f82d26c93c86b1d/skills/amazon-sp-sqp-asin-ngram/SKILL.md)

Is this the right Skill?

## Use it for a clear operating job.

Best for

*   ASIN-level SQP opportunity ranking
*   Search-funnel gap diagnosis
*   Query and n-gram content themes

Use another path when

Paid-search bid rules or query-only conclusions that discard the ASIN relationship.

Starter prompt

## Start with the task, then add your scope.

Copy this into a connected client and replace the account, date, ASIN, or threshold details with yours.

```text
Analyze this ASIN-level Search Query Performance data. Rank query and n-gram opportunities, diagnose impression-to-purchase gaps, and connect each recommendation to listing, price, shipping, or variation evidence.
```

The Skill will request any required context or approval before guarded actions.

The outcome

## A defined result, not a generic answer.

Ranked ASIN and query decisions with funnel diagnostics, hygiene checks, opportunity scores, and evidence-backed listing or operational actions.

Inputs

*   ASIN-level SQP data
*   Search queries and funnel shares
*   Price, shipping, and variation context

Outputs

*   ASIN-query decision records
*   N-gram opportunity themes
*   QA badges and ranked actions

Workflow

## The playbook your agent follows.

1.  01
    
    ### Validate SQP data
    
    Confirm query, ASIN, funnel-share, and comparison fields before scoring.
    
2.  02
    
    ### Build funnel diagnostics
    
    Measure impression, click, cart, and purchase gaps at the ASIN-query level.
    
3.  03
    
    ### Extract themes
    
    Apply stop-word hygiene and roll related queries into meaningful n-gram themes.
    
4.  04
    
    ### Rank actions
    
    Score opportunities and connect each finding to a PDP, price, shipping, or variant action.
    

Guardrails

## What keeps the workflow dependable.

SQP search-funnel evidence is not treated as paid search-term attribution

Every decision retains ASIN and query evidence

Low-quality n-gram themes fail hygiene checks

Connected systems

## The context and tools it coordinates.

Amazon Selling Partner MCP

Search Query Performance

Decision rules

Keep building

## Related workflows and field guides.

[All Amazon Seller Skills →](/features/skills/amazon-seller/)

[Related SkillListing optimizer](/features/skills/amazon-seller/listing-optimizer/)[Related SkillSales and Traffic analyzer](/features/skills/amazon-seller/sales-traffic-analyzer/)[Product surfaceAmazon Selling Partner MCP](/features/amazon-selling-partner-mcp/)

amazon-sp-sqp-asin-ngram

## Give your agent the complete playbook.

Connect Skills once, then start with the prompt above whenever this job comes up.

[View prompt](#starter-prompt)[Connect Skills](/docs/quick-start/chatgpt-skills/)