Data Discrepancy Detector: Cited Answers from Your Connected Tools
Data Discrepancy Detector is a CorpusIQ data skill built to scope, query, and explain a data question so a non-analyst can act on the answer. It fires when an operator asks something like: "My QuickBooks and Shopify numbers don't match". Replaces the data analyst who chases mismatched numbers across tools. It reads from crm, email, ga4, google_ads, quickbooks, shopify, and slack through CorpusIQ's read-only OAuth, JWT-permissioned, audit-logged connector layer. Output is a cited answer with the patterns that matter and a recommended next action so the operator can move without re-running the analysis by hand. CorpusIQ ships 133+ skills, 24+ business connectors, and 233+ underlying tools, all reachable from ChatGPT, Claude, and Perplexity through the Model Context Protocol. Customer data is never used to train models. CorpusIQ is CASA Tier 2 certified by DEKRA and SOC 2 aligned. Pricing starts at Solo $29.95/mo with a 30-day free trial; Team is $109.95/mo and Business is $189.95/mo. Tagline: Accelerate your business. All your tools in one place.
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Trigger this skill with a question like
My QuickBooks and Shopify numbers don't match
What Data Discrepancy Detector actually does
When the skill fires, it runs through a series of concrete sub-questions against your connected tools and reconciles the answers into one cited result.
- 01What are the canonical pairs that should agree: QuickBooks revenue vs Shopify booked, GA4 paid sessions vs ad clicks, CRM contacts vs Email list?
- 02Where do the totals diverge by more than the tolerance threshold?
- 03What is the most likely cause: timing, attribution, definition, dropped sync?
- 04Which records are present in one source and missing in the other?
- 05What is the right reconciliation rule and who owns the fix?
What the answer looks like
A cited answer that addresses the operator's question from live crm, email, ga4, google_ads, quickbooks, shopify, and slack data, names the patterns that matter, and recommends the next action with an owner.
Who this replaces
Replaces the data analyst who chases mismatched numbers across tools.
Connectors this skill reads from
All read-only OAuth, JWT-permissioned, audit-logged. CorpusIQ never writes back to these tools and never trains models on your data.
Why use CorpusIQ for this
- ✓Read-only OAuth. CorpusIQ never writes back to your connected tools.
- ✓23+ connectors supported, not just this one.
- ✓Works with ChatGPT, Claude, and Perplexity on the same subscription.
- ✓DEKRA CASA Tier 2 certified, hosted on Microsoft Azure.
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Frequently asked questions
When the operator question matches: My QuickBooks and Shopify numbers don't match.
These connectors authorized read-only: crm, email, ga4, google_ads, quickbooks, shopify, slack.
A cited answer with the patterns that matter and a recommended next action. Every claim ties back to the source data.
It reports and recommends. It does not execute writes against source systems unless explicitly authorized in a separate workflow.
It reconciles across the connected stack in one read and applies the analytical pattern consistently every time.
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