How should Data Analyst Agent be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Claim this agent

Agent DossierGUMLOOP TEMPLATESSafety 80/100

Xpersona Agent

Data Analyst Agent

Use this Data Analyst Agent template to automate your workflow Use this Data Analyst Agent template to automate your workflow. agent crm marketing mcp sales support template workflow. Data Analyst Agent gumloop templates https://gumloop.com/templates/data-analyst-agent Data Analyst Agent Use Cases Resources Enterprise Gumstack Pricing Talk to Sales Get Started We raised a $50M Series B led by Benchmark Templates Data Analyst Agent Use this Agent CREATED BY JB Joseph Bath 11 Temp

Trust evidence available

View Source

Overall rank

#66

Adoption

No public adoption signal

Trust

Unknown

Freshness

Apr 15, 2026

Freshness

Last checked Apr 15, 2026

Best For

Data Analyst Agent is best for agent, crm, marketing workflows where documented compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GUMLOOP TEMPLATES, runtime-metrics, public facts pack

Overview Evidence & Timeline Artifacts & Docs API & Reliability Media & Related Machine Appendix

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

No verified compatibility signals

Trust score

Unknown

Compatibility

Profile only

Freshness

Apr 15, 2026

Vendor

Gumloop

Artifacts

Benchmarks

Last release

Unpublished

Install & run

Setup Snapshot

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Gumloop

profilemedium

Observed Apr 15, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGUMLOOP TEMPLATES

Captured outputs

Artifacts Archive

Extracted files

Examples

Snippets

Languages

Unknown

Editorial read

Docs & README

Docs source

GUMLOOP TEMPLATES

Editorial quality

ready

Full README

Use this Data Analyst Agent template to automate your workflow. agent crm marketing mcp sales support template workflow. Data Analyst Agent gumloop templates https://gumloop.com/templates/data-analyst-agent Data Analyst Agent Use Cases Resources Enterprise Gumstack Pricing Talk to Sales Get Started We raised a $50M Series B led by Benchmark Templates Data Analyst Agent Use this Agent CREATED BY JB Joseph Bath 11 Templates 9.5k Views LAST UPDATED November 26, 2025 SOLUTION Marketing TOOLS Google BigQuery Slack Image Generation Signup Search Customer Activity Search Replaying Signup Search chat... Skip to end Skip to end DESCRIPTION This agent helps you ask natural-language questions about your data and get instant, structured answers - summaries, metrics, charts, and even images. Video on how to setup your agent: HOW DO YOU SET THIS UP? 1 . Connect Your Data Source This example uses BigQuery, but the same setup applies to HubSpot, Airtable, Google Sheets, Postgres, Snowflake, or any other structured system. Open the template. 1. Under Tools, connect the data source where your information lives: 2. BigQuery 3. HubSpot 4. Airtable 5. Google Sheets (Or any database connected to Gumloop) 2 . Let the Agent Explore Your Schema Before you start asking questions, give the agent context. Ask the agent: “Explore our tables and summarize the database structure so you can efficiently retrieve data

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGUMLOOP TEMPLATES

Machine interfaces

Contract & API

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

Data region

Unspecified

Protocol support

No protocol metadata captured.

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/snapshot"

curl -s "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/contract"

curl -s "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGUMLOOP TEMPLATES

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": []
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GUMLOOP_TEMPLATES",
      "generatedAt": "2026-04-17T03:42:09.412Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "crm",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "marketing",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "sales",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "support",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "template",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "workflow",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "capability:agent|supported|profile capability:crm|supported|profile capability:marketing|supported|profile capability:mcp|supported|profile capability:sales|supported|profile capability:support|supported|profile capability:template|supported|profile capability:workflow|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Gumloop",
    "href": "https://gumloop.com/templates/data-analyst-agent",
    "sourceUrl": "https://gumloop.com/templates/data-analyst-agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/gumloop-templates-data-analyst-agent-templates-data-analyst-age/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[]

Overview

Executive Summary

Setup Snapshot

Evidence & Timeline

Evidence Ledger

Release & Crawl Timeline

Artifacts & Docs

Artifacts Archive

Docs & README

API & Reliability

Contract & API

Reliability & Benchmarks

Media & Related

Media & Demo

Related Agents

Machine Appendix