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New features

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Agency plan: pitch workspaces and directory

Dedicated spaces for agency prospecting. The Agency Plan lets agencies run GEO audits for prospects without mixing them into production monitoring.
  • Pitch workspaces: pitch brands live separately from your production brands and don’t count toward your brand limit
  • PDF export: generate branded reports to share with prospects
  • Agency directory: list your agency on qwairy.co with specialties and certification badge
  • Two tiers: Agency Starter (10 pitches/month) and Agency Pro (50 pitches/month), available as standalone or add-on plans
Location: Sidebar > Agency Dashboard

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GEO audits: competitor reports

Competitor analysis with PDF export. Select a competitor and generate a structured GEO audit from the stored monitored answers:
  • GEO Score (0–100): weighted composite of mention rate, position, sentiment, and share of voice
  • Provider breakdown with your brand comparison
  • Topic analysis with coverage gaps and opportunity areas
  • Source citations with brand-on-page status
  • AI-generated priority actions
Every audit can be exported as a PDF with cover page, metrics tables, and recommendations.
Location: Cockpit > Reports

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GEO Matrix v2

Competitor rankings and multi-metric analysis. The GEO Matrix received a major upgrade with competitor rankings, sub-metric breakdowns, and a metric selector.
  • Metric selector: Switch the matrix view between Score, Mention Rate, Share of Voice, Citation Rate, and Sentiment
  • Competitor ranking: Every cell shows where your brand ranks among direct competitors (#rank/total · avg X). Colors reflect competitive position: green (#1), blue (top third), yellow (middle third), orange (bottom third)
  • Detail panel: Sub-metrics with ranking badges, color-coded progress bars, and top sources filtered to brand and direct competitor domains only
  • Per-provider averages: Each metric shows the average across all rows for that provider
Location: Cockpit > GEO Matrix

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Monitoring v2: per-prompt frequency and boost mode

Granular control over monitoring cadence.
  • Per-prompt frequency: Set each prompt to Daily, Weekly, or Monthly. Prompts without a custom frequency inherit the brand-level setting
  • Bulk frequency editor: Update dozens of prompts at once
  • Boost mode: Generate up to 20 responses per prompt per monitoring run to collect a larger sample
  • Credit estimation: See estimated credit cost before running a monitoring cycle
Location: Workspace > Monitoring for brand-level settings, or Workspace > Prompts for prompt settings

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Social Insights: platform-first redesign

Citations grouped by platform with on-page presence detection. Social Insights now groups citations by platform (Reddit, YouTube, Hacker News, X, LinkedIn, Quora). Each platform has two sub-views:
  • Communities: forums, subreddits, channels with citation count, providers, and on-page presence status
  • Citations: individual AI responses citing social sources
On-page presence shows whether your brand is actually mentioned on the cited page (Present, Partial, Absent, Not checked).
Location: Monitor > Insights > Social Signals

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AI Assistant: access for team members

The AI assistant became available to all team members. Previously restricted to admins, the assistant became available to all team members. Ask AI buttons on competitor pages, source details, and prompt analysis open with relevant context.

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Also in v1.17

  • GEO Matrix API: New public API endpoint GET /api/v1/brands/{brandId}/matrix with scores, sub-metrics, competitor rankings, per-provider averages, and filtering options
  • GEO Matrix in Ask AI: The AI assistant can now analyze GEO Matrix data and answer questions about topic × provider performance
  • Filter visibility: Empty states indicate when filters are active and include a reset control. Sidebar counts show filtered and total values