Ai Search Citations

seo-ai-target-comparison

Independent target group metrics and provider union aggregate without summing overlapping groups.

MCP tool name

nexscope_seo_ai_target_comparison

MCP endpoint

https://api.nexscope.ai/mcp

JSON-RPC method

tools/call

Authentication

Use OAuth 2.1 Authorization Code with PKCE and the mcp:tools scope. API keys remain supported as a compatibility option.

Authorization: Bearer nk-xxxxxxxxxxxxxxxxx

If authentication fails, ask the user to open API Access and copy a valid key.

Call this MCP tool

Initialize an MCP 2025-11-25 Streamable HTTP session at https://api.nexscope.ai/mcp, then use tools/call.

{
  "jsonrpc": "2.0",
  "id": "seo-ai-target-comparison-1",
  "method": "tools/call",
  "params": {
    "name": "nexscope_seo_ai_target_comparison",
    "arguments": {
      "groups": [
        {
          "key": " A ",
          "target": [
            {
              "domain": " Example.COM ",
              "kind": "DOMAIN"
            }
          ]
        },
        {
          "key": "B",
          "target": [
            {
              "keyword": " Shoes ",
              "kind": "KEYWORD"
            }
          ]
        }
      ]
    }
  }
}

MCP 2025-11-25 · Streamable HTTP

Progress is delivered on the original POST SSE response. GET SSE carries notifications; reconnecting must query existing asynchronous work rather than submit again.

Arguments

Name	Type	Required	Description
`groups`	`array`	required	Groups value used by this API operation. Minimum items: 2 Maximum items: 10
`groups[]`	`object`	required	Item in groups.
`groups[].key`	`string`	required	Key value used by this API operation. Minimum length: 1 Maximum length: 80
`groups[].target`	`array`	required	Target value used by this API operation. Minimum items: 1 Maximum items: 10
`groups[].target[]`	`any`	required	Item in groups[] target.
`language`	`string`	optional	Language value used by this API operation. Constant: en Default: en
`market`	`string`	optional	Market value used by this API operation. Constant: US Default: US
`platform`	`string`	optional	Platform value used by this API operation. Allowed: google, chat_gpt Default: google

One of option 1 — requires kind, domain

Name	Type	Required	Description
`groups[].target[]`	`object`	required	Item in groups[] target.
`groups[].target[].domain`	`string`	required	Normalized ASCII hostname at most63 characters. Minimum length: 1
`groups[].target[].includeSubdomains`	`boolean`	optional	Include subdomains value used by this API operation. Default: false
`groups[].target[].kind`	`string`	required	Kind value used by this API operation. Constant: DOMAIN
`groups[].target[].searchFilter`	`string`	optional	Search filter value used by this API operation. Allowed: include, exclude Default: include

One of option 2 — requires kind, keyword

Name	Type	Required	Description
`groups[].target[]`	`object`	required	Item in groups[] target.
`groups[].target[].keyword`	`string`	required	Trim/NFC/lowercase1..80 code points,max10 words,no ASCII percent or plus. Minimum length: 1
`groups[].target[].kind`	`string`	required	Kind value used by this API operation. Constant: KEYWORD
`groups[].target[].matchType`	`string`	optional	Match type value used by this API operation. Allowed: word_match, partial_match Default: word_match
`groups[].target[].searchFilter`	`string`	optional	Search filter value used by this API operation. Allowed: include, exclude Default: include

Response fields

Treat structuredContent as the programmatic API response payload.

Name	Type	Required	Description
`code`	`integer`	required	0 means accepted or successful; nonzero is a platform error.
`cost`	`string`	required	Elapsed milliseconds, never credits; -1 outside web requests.
`data`	`any`	required	Data value used by this API operation.
`msg`	`string \| null`	required	Msg value used by this API operation.
`time`	`string`	required	Server local time: yyyy-MM-dd HH:mm:ss.
`traceId`	`string \| null`	required	Trace id value used by this API operation.
`ts`	`string`	required	Epoch milliseconds.

Any of option 1

Name	Type	Required	Description
`data`	`any`	required	Data value used by this API operation.

One of option 1 — requires callId, status, result

Name	Type	Required	Description
`data`	`object`	required	Data value used by this API operation.
`data.callId`	`string`	required	Call id value used by this API operation.
`data.completedAt`	`string \| integer \| null`	optional	Completed at value used by this API operation.
`data.coverage`	`object \| null`	optional	Coverage value used by this API operation.
`data.requestedAt`	`string \| integer \| null`	optional	Requested at value used by this API operation.
`data.result`	`any`	required	Result value used by this API operation.
`data.schemaVersion`	`string`	optional	Schema version value used by this API operation.
`data.source`	`string`	optional	Source value used by this API operation.
`data.status`	`string`	required	Status value used by this API operation.
`data.usage`	`object \| null`	optional	Usage value used by this API operation.
`data.usage.billingStatus`	`string \| null`	optional	Billing status value used by this API operation.
`data.usage.chargedCredits`	`string \| integer \| null`	optional	Charged credits value used by this API operation.

Any of option 1 — requires market, language, sourceProduct, sourceKind, context, returnedCount, truncated, missing, unionMetrics, groups

Name	Type	Required	Description
`data.result`	`object`	required	Result value used by this API operation.
`data.result.context`	`object`	required	Context value used by this API operation.
`data.result.context.domainSearchScope`	`string`	required	Domain search scope value used by this API operation. Constant: sources
`data.result.context.groups`	`array`	required	Groups value used by this API operation. Minimum items: 2 Maximum items: 10
`data.result.context.groups[]`	`object`	required	Item in data result context groups.
`data.result.context.groups[].inputTargets`	`array`	required	Input targets value used by this API operation. Minimum items: 1 Maximum items: 10
`data.result.context.groups[].inputTargets[]`	`any`	required	Item in data result context groups[] inputTargets.
`data.result.context.groups[].key`	`string`	required	Key value used by this API operation.
`data.result.context.groups[].normalizedTargets`	`array`	required	Normalized targets value used by this API operation. Minimum items: 1 Maximum items: 10
`data.result.context.groups[].normalizedTargets[]`	`any`	required	Item in data result context groups[] normalizedTargets.
`data.result.context.keywordSearchScope`	`string`	required	Keyword search scope value used by this API operation. Constant: answer
`data.result.context.platform`	`string`	required	Platform value used by this API operation. Allowed: google, chat_gpt Default: google
`data.result.context.unsupportedDimensions`	`array`	required	Unsupported dimensions value used by this API operation. Minimum items: 0 Maximum items: 3
`data.result.context.unsupportedDimensions[]`	`string`	required	Item in data result context unsupportedDimensions. Allowed: searchResultDomains, brands, brandCategories
`data.result.groups`	`array`	required	Groups value used by this API operation. Minimum items: 2 Maximum items: 10
`data.result.groups[]`	`object`	required	Item in data result groups.
`data.result.groups[].key`	`string`	required	Key value used by this API operation.
`data.result.groups[].metrics`	`object`	required	Metrics value used by this API operation.
`data.result.groups[].metrics.brandCategories`	`array \| null`	required	Brand categories value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.groups[].metrics.brandCategories[]`	`object`	required	Item in data result groups[] metrics brandCategories.
`data.result.groups[].metrics.brandCategories[].counts`	`object`	required	Counts value used by this API operation.
`data.result.groups[].metrics.brandCategories[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.groups[].metrics.brandCategories[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.groups[].metrics.brandCategories[].value`	`string`	required	Value value used by this API operation.
`data.result.groups[].metrics.brands`	`array \| null`	required	Brands value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.groups[].metrics.brands[]`	`object`	required	Item in data result groups[] metrics brands.
`data.result.groups[].metrics.brands[].counts`	`object`	required	Counts value used by this API operation.
`data.result.groups[].metrics.brands[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.groups[].metrics.brands[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.groups[].metrics.brands[].value`	`string`	required	Value value used by this API operation.
`data.result.groups[].metrics.searchResultDomains`	`array \| null`	required	Search result domains value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.groups[].metrics.searchResultDomains[]`	`object`	required	Item in data result groups[] metrics searchResultDomains.
`data.result.groups[].metrics.searchResultDomains[].counts`	`object`	required	Counts value used by this API operation.
`data.result.groups[].metrics.searchResultDomains[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.groups[].metrics.searchResultDomains[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.groups[].metrics.searchResultDomains[].domain`	`string`	required	Domain value used by this API operation.
`data.result.groups[].metrics.sourceDomains`	`array \| null`	required	Source domains value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.groups[].metrics.sourceDomains[]`	`object`	required	Item in data result groups[] metrics sourceDomains.
`data.result.groups[].metrics.sourceDomains[].counts`	`object`	required	Counts value used by this API operation.
`data.result.groups[].metrics.sourceDomains[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.groups[].metrics.sourceDomains[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.groups[].metrics.sourceDomains[].domain`	`string`	required	Domain value used by this API operation.
`data.result.groups[].metrics.total`	`object`	required	Total value used by this API operation.
`data.result.groups[].metrics.total.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.groups[].metrics.total.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.groups[].missing`	`array`	required	Missing value used by this API operation. Minimum items: 0
`data.result.groups[].missing[]`	`object`	required	Item in data result groups[] missing.
`data.result.groups[].missing[].field`	`string`	required	Field value used by this API operation.
`data.result.groups[].missing[].reason`	`string`	required	Reason value used by this API operation. Allowed: UPSTREAM_FIELD_MISSING, UPSTREAM_FIELD_INVALID, DUPLICATE_UPSTREAM_ITEM, UPSTREAM_ITEM_MISSING
`data.result.language`	`string`	required	Language value used by this API operation. Constant: en
`data.result.market`	`string`	required	Market value used by this API operation. Constant: US
`data.result.missing`	`array`	required	Missing value used by this API operation. Minimum items: 0
`data.result.missing[]`	`object`	required	Item in data result missing.
`data.result.missing[].field`	`string`	required	Field value used by this API operation.
`data.result.missing[].reason`	`string`	required	Reason value used by this API operation. Allowed: UPSTREAM_FIELD_MISSING, UPSTREAM_FIELD_INVALID, DUPLICATE_UPSTREAM_ITEM, UPSTREAM_ITEM_MISSING
`data.result.returnedCount`	`integer`	required	Returned count value used by this API operation. Minimum: 0
`data.result.sourceKind`	`string`	required	Source kind value used by this API operation. Constant: llm_mentions_database
`data.result.sourceProduct`	`string`	required	Source product value used by this API operation. Constant: ai_optimization
`data.result.truncated`	`boolean`	required	Truncated value used by this API operation.
`data.result.unionMetrics`	`object`	required	Union metrics value used by this API operation.
`data.result.unionMetrics.brandCategories`	`array \| null`	required	Brand categories value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.unionMetrics.brandCategories[]`	`object`	required	Item in data result unionMetrics brandCategories.
`data.result.unionMetrics.brandCategories[].counts`	`object`	required	Counts value used by this API operation.
`data.result.unionMetrics.brandCategories[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.unionMetrics.brandCategories[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.unionMetrics.brandCategories[].value`	`string`	required	Value value used by this API operation.
`data.result.unionMetrics.brands`	`array \| null`	required	Brands value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.unionMetrics.brands[]`	`object`	required	Item in data result unionMetrics brands.
`data.result.unionMetrics.brands[].counts`	`object`	required	Counts value used by this API operation.
`data.result.unionMetrics.brands[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.unionMetrics.brands[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.unionMetrics.brands[].value`	`string`	required	Value value used by this API operation.
`data.result.unionMetrics.searchResultDomains`	`array \| null`	required	Search result domains value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.unionMetrics.searchResultDomains[]`	`object`	required	Item in data result unionMetrics searchResultDomains.
`data.result.unionMetrics.searchResultDomains[].counts`	`object`	required	Counts value used by this API operation.
`data.result.unionMetrics.searchResultDomains[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.unionMetrics.searchResultDomains[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.unionMetrics.searchResultDomains[].domain`	`string`	required	Domain value used by this API operation.
`data.result.unionMetrics.sourceDomains`	`array \| null`	required	Source domains value used by this API operation. Minimum items: 0 Maximum items: 10
`data.result.unionMetrics.sourceDomains[]`	`object`	required	Item in data result unionMetrics sourceDomains.
`data.result.unionMetrics.sourceDomains[].counts`	`object`	required	Counts value used by this API operation.
`data.result.unionMetrics.sourceDomains[].counts.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.unionMetrics.sourceDomains[].counts.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0
`data.result.unionMetrics.sourceDomains[].domain`	`string`	required	Domain value used by this API operation.
`data.result.unionMetrics.total`	`object`	required	Total value used by this API operation.
`data.result.unionMetrics.total.aiSearchVolume`	`integer \| null`	required	Ai search volume value used by this API operation. Minimum: 0
`data.result.unionMetrics.total.mentions`	`integer \| null`	required	Mentions value used by this API operation. Minimum: 0

One of option 1 — requires kind, domain, searchFilter, includeSubdomains

Name	Type	Required	Description
`data.result.context.groups[].inputTargets[]`	`object`	required	Item in data result context groups[] inputTargets.
`data.result.context.groups[].inputTargets[].domain`	`string`	required	Normalized ASCII hostname at most63 characters. Minimum length: 1
`data.result.context.groups[].inputTargets[].includeSubdomains`	`boolean`	required	Include subdomains value used by this API operation. Default: false
`data.result.context.groups[].inputTargets[].kind`	`string`	required	Kind value used by this API operation. Constant: DOMAIN
`data.result.context.groups[].inputTargets[].searchFilter`	`string`	required	Search filter value used by this API operation. Allowed: include, exclude Default: include

One of option 2 — requires kind, keyword, searchFilter, matchType

Name	Type	Required	Description
`data.result.context.groups[].inputTargets[]`	`object`	required	Item in data result context groups[] inputTargets.
`data.result.context.groups[].inputTargets[].keyword`	`string`	required	Trim/NFC/lowercase1..80 code points,max10 words,no ASCII percent or plus. Minimum length: 1
`data.result.context.groups[].inputTargets[].kind`	`string`	required	Kind value used by this API operation. Constant: KEYWORD
`data.result.context.groups[].inputTargets[].matchType`	`string`	required	Match type value used by this API operation. Allowed: word_match, partial_match Default: word_match
`data.result.context.groups[].inputTargets[].searchFilter`	`string`	required	Search filter value used by this API operation. Allowed: include, exclude Default: include

One of option 1 — requires kind, domain, searchFilter, includeSubdomains

Name	Type	Required	Description
`data.result.context.groups[].normalizedTargets[]`	`object`	required	Item in data result context groups[] normalizedTargets.
`data.result.context.groups[].normalizedTargets[].domain`	`string`	required	Normalized ASCII hostname at most63 characters. Minimum length: 1
`data.result.context.groups[].normalizedTargets[].includeSubdomains`	`boolean`	required	Include subdomains value used by this API operation. Default: false
`data.result.context.groups[].normalizedTargets[].kind`	`string`	required	Kind value used by this API operation. Constant: DOMAIN
`data.result.context.groups[].normalizedTargets[].searchFilter`	`string`	required	Search filter value used by this API operation. Allowed: include, exclude Default: include

One of option 2 — requires kind, keyword, searchFilter, matchType

Name	Type	Required	Description
`data.result.context.groups[].normalizedTargets[]`	`object`	required	Item in data result context groups[] normalizedTargets.
`data.result.context.groups[].normalizedTargets[].keyword`	`string`	required	Trim/NFC/lowercase1..80 code points,max10 words,no ASCII percent or plus. Minimum length: 1
`data.result.context.groups[].normalizedTargets[].kind`	`string`	required	Kind value used by this API operation. Constant: KEYWORD
`data.result.context.groups[].normalizedTargets[].matchType`	`string`	required	Match type value used by this API operation. Allowed: word_match, partial_match Default: word_match
`data.result.context.groups[].normalizedTargets[].searchFilter`	`string`	required	Search filter value used by this API operation. Allowed: include, exclude Default: include

Any of option 2

Name	Type	Required	Description
`data.result`	`null`	required	Result value used by this API operation.

One of option 2 — requires callId, status, reason, retryable

Name	Type	Required	Description
`data`	`object`	required	Data value used by this API operation.
`data.callId`	`string \| null`	required	Call id value used by this API operation.
`data.reason`	`string`	required	Reason value used by this API operation.
`data.retryable`	`boolean`	required	Retryable value used by this API operation.
`data.status`	`string`	required	Status value used by this API operation.
`data.taskId`	`string \| null`	optional	Task id value used by this API operation.

Any of option 2

Name	Type	Required	Description
`data`	`null`	required	Data value used by this API operation.

Examples

Example arguments

{
  "groups": [
    {
      "key": " A ",
      "target": [
        {
          "domain": " Example.COM ",
          "kind": "DOMAIN"
        }
      ]
    },
    {
      "key": "B",
      "target": [
        {
          "keyword": " Shoes ",
          "kind": "KEYWORD"
        }
      ]
    }
  ]
}

Example structuredContent

{
  "code": 0,
  "cost": "-1",
  "data": {
    "callId": "00000000-0000-4000-8000-000000000001",
    "reason": "IN_PROGRESS",
    "retryable": false,
    "status": "PROCESSING"
  },
  "msg": null,
  "time": "2026-01-01 00:00:00",
  "traceId": null,
  "ts": "0"
}

seo-ai-target-comparison

Authentication

Call this MCP tool

Arguments

One of option 1 — requires kind, domain

One of option 2 — requires kind, keyword

Response fields

Any of option 1

One of option 1 — requires callId, status, result

Any of option 1 — requires market, language, sourceProduct, sourceKind, context, returnedCount, truncated, missing, unionMetrics, groups

One of option 1 — requires kind, domain, searchFilter, includeSubdomains

One of option 2 — requires kind, keyword, searchFilter, matchType

One of option 1 — requires kind, domain, searchFilter, includeSubdomains

One of option 2 — requires kind, keyword, searchFilter, matchType

Any of option 2

One of option 2 — requires callId, status, reason, retryable

Any of option 2

Examples

Example arguments

Example structuredContent

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