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Tech Stack Change & Sales Trigger Intelligence

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Use this Actor to monitor tech stack change and sales trigger changes and return decision-ready change signals. Turn recurring integrations datasets into tech stack change and sales trigger intelligence with snapshot deltas, confidence-scored GO/WARN/BLOCK decisions, and agent-ready recommended acti

Pricing

from $2.42 / 1,000 results

Rating

0.0

(0)

Developer

Rafael Barreto Haddad

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Developer tools

Automation

Current records

currentItems

Optional

Current source or normalized rows to analyze.

Type:object[]

Current Apify Dataset ID

currentDatasetId

Optional

Optional Apify Dataset ID used when currentItems is not supplied.

Type:string

Previous records

previousItems

Optional

Optional previous snapshot rows for period-over-period comparison.

Type:object[]

Previous Apify Dataset ID

previousDatasetId

Optional

Optional previous Apify Dataset ID used instead of previousItems.

Type:string

Maximum records

maxItems

Optional

Maximum records loaded from a Dataset input.

Type:integer

Minimum:1

Maximum:50000

Default:20000

Previous Gen2 analysis

previousAnalysis

Optional

Optional prior Gen2 output used to calculate decision-metric deltas and regression.

Type:object

Value per impact unit (USD)

valuePerImpactUnitUsd

Optional

Optional user-supplied economic value per impact unit. Leave empty to avoid monetary estimation.

Type:number

Minimum:0

Monthly run volume

monthlyRuns

Optional

Optional expected monthly run count used only with valuePerImpactUnitUsd for economic impact estimation.

Type:integer

Minimum:1

Default:1

MCP output connectors

mcpConnectors

Optional

Optional MCP connectors authorized in your Apify account. Use them to send or write this Actor result to tools such as Slack, Notion, GitHub, Sentry, Supabase, or another compatible MCP service.

Type:array

MCP action preset

mcpActionPreset

Optional

Choose a safe action pattern. AUTO_SAFE_WRITE discovers a compatible non-destructive write tool automatically; use a specific preset for Slack, GitHub, Notion, or database delivery.

Type:string

Default:AUTO_SAFE_WRITE

Options:

AUTO_SAFE_WRITESLACK_MESSAGEGITHUB_ISSUENOTION_PAGEDATABASE_WRITECUSTOM

MCP tool name

mcpToolName

Optional

Optional exact MCP tool name. Leave blank to let the selected MCP action preset discover a compatible tool automatically.

Type:string

Default:

MCP tool arguments

mcpToolArguments

Optional

JSON object passed to the selected MCP tool. String values may use {{actor_title}}, {{result_summary}}, or {{result_json}} placeholders.

Type:object

Default:

{}

Fail run if MCP delivery fails

mcpFailOnError

Optional

When enabled, an MCP delivery error fails the Actor run. Disabled by default so data extraction and intelligence results remain available even if the external destination is unavailable.

Type:boolean

Default:false

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