NEWv1.17: Audited & Actionable
Qwairy
Monitoring

Conversational GEO intelligence. Ask, get answered.

Ask Qwairy anything in natural language. Instant insights, zero dashboards.

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120 credits free. No credit card required.

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The problem

Dashboards answer predefined questions well. But real GEO investigations start with "why did this drop?" or "how does my competitor win this prompt?". Digging requires pivoting through five views, five filters and five exports. A conversational interface collapses that into one question.

What it does

The in-app AI Assistant lets you query your visibility data conversationally. Ask "Show me my worst-performing prompts on ChatGPT last week" or "Compare my sentiment vs Competitor X in France". Powered by the same MCP server that external LLMs use.

Inside the feature

  • Natural language queries across all Qwairy data
  • Cites sources and charts in-response
  • Proactive weekly insights summary
  • Backed by the Qwairy MCP server

Why Qwairy is different

Most tools

Require dashboard navigation for every question.

Qwairy

Natural language queries across all visibility data.

Most tools

Export and re-import data for custom analysis.

Qwairy

Conversational answers with inline charts and source citations.

Most tools

Monthly insights report generated by hand.

Qwairy

Proactive weekly insights brief, auto-generated and delivered.

How it works

1

Open the assistant

Accessible from any dashboard. Conversational panel opens on the right side.

2

Ask in natural language

Query visibility data conversationally: "why did ChatGPT drop me last week?" or "compare my sentiment to Competitor X in France".

3

Get cited answers

Assistant returns narrated answers with inline charts and source citations pointing to the underlying data.

Use cases

01

Ad-hoc investigation

Ask "why did my ChatGPT visibility drop on Monday?". Get a narrated answer with the contributing prompts, source changes and competitor movements.

02

Weekly insights brief

Every Monday morning, the assistant surfaces the three most consequential shifts from the past week. Zero manual dashboard review required.

03

Agency multi-client summary

Ask the assistant for a one-paragraph summary per client, ready to paste into client emails. Thirty minutes saved every Monday.

FAQ

Frequently Asked Questions

Common questions about AI Assistant.

GPT-5 with tool use via the Qwairy MCP server. You can switch to Claude Opus on Enterprise plans for different conversational style.

Assistant queries use a separate allowance, not monitoring credits. Heavy usage on Enterprise plans gets dedicated quotas.

No. Queries run through the MCP server with your data, and the LLM provider sees only the derived prompts and results. No raw brand data leaves our servers unaggregated.

Yes, with a monthly query allowance. Growth and above get expanded allowances and access to premium models (Opus, GPT-5).

By default read-only. Write actions (creating prompts, resolving alerts) require explicit scope granted per session.

Ready to unlock AI Assistant?

Start free with 120 credits and the full feature set. No credit card required.

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