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Start your first analysis to see results here.
Or the dashboard without API calls.
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Dashboard
Run from · · queries
Keyword Rankings
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No prompts match the filter.
Platform Growth
Per-model brand score across the latest runs (newest right). Mode: online.
| Platform | W | Trend | Δ first→last | Visibility |
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| Need at least 2 runs to show growth. |
SOV Trend
Average Share of Voice over time.
Top Competitors
Mentions in the selected run.
Sentiment Distribution
How AIs frame Trancy in their responses.
Run
Execute prompts across 4 AI models. Each query is then analyzed by Sonnet for brand/competitor mentions.
Forces AI to search the web in real time. Tests what the AI 'knows' from training only. Runs each prompt twice (online + offline) for comparison.
active prompts.
Estimated cost
$ across queries (+ analyzer)
API key required. Set it in Settings.
Activate at least one prompt in the Prompts tab.
Waiting for first results…
Run complete
Prompts
total · active. Active prompts run in the next analysis.
Add a prompt
Bulk import prompts
CSV columns: text, category, language, tags, is_active. Or a JSON array of {text, category} objects.
AI-suggested prompts
Generated by your analyzer model based on existing prompts + brand + competitors.
No suggestions yet.
Loading competitor intel…
No runs yet
Run an analysis (or seed mock data) to see competitor intelligence.
Competitors
How AIs position your competitors. Click a card to drill into the head-to-head detail.
No tracked competitors. Add some in Settings → Competitors.
Brand vs Competitor
Multi-axis comparison (normalized 0–100).
Competitors mentioned but not tracked
AIs are referencing these brands. Add them to tracking to enable proper analysis.
No new competitors detected this run.
Position histogram
| Prompt | Brand | Competitor | Winner |
|---|---|---|---|
What AIs say competitor does well
None cited yet.
What AIs say competitor lacks
None cited yet.
Associated features
Sample responses where this competitor was mentioned (most recent 5).
No context samples available.
Loading citations…
No citations yet
Citations are auto-extracted when running Online mode queries.
Citations
How AI engines source information about your brand.
Top domains
Click a row to see the actual URLs.
Citation type breakdown
What kinds of sources AIs cite.
Citation Network
Force-directed graph of domains feeding brand/competitors. Drag nodes, scroll to zoom.
Top sources feeding AI about
These sources support your brand in AI responses. Invest in maintaining/growing them.
No supporting sources yet.
Analyzing gaps…
Run an analysis first
Content gaps appear after at least one completed run.
Content Gaps
Where AIs miss , and what to do about it.
Gap Heatmap
Brand score per prompt × model. Click any cell for details.
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AI-Suggested Actions
Concrete content moves to improve AI visibility for the prompts above.
No recommendations match filters.
Not mentioned (top 10)
No fully missed prompts ✓
Missing features cloud
No missing-feature mentions ✓
Negative quotes (latest 5)
No negative mentions this run ✓
Raw response
Loading run history…
No runs yet
Run an analysis or seed mock data to populate history.
History
All past analysis runs. Click a row to expand or compare.
| Date | Type | Mode | Queries | Cost | SOV | Mentions | Status | Actions |
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Avg position
Sentiment
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Citations
Insights
Top insights
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Compare run with…
Pick the second run to diff against.
Only one run exists — nothing to compare against.
Run diff
→
| Prompt | From | To | Δ Score |
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No domain changes.
Loading report…
No reports yet
Reports auto-generate when a run completes. Or seed mock data to explore.
Reports
Executive summary auto-generated for each run.
No summary for this run yet.
Executive Summary
Key Changes
No comparable previous run — this is the baseline.
Top Recommendations
No recommendations generated for this run.
Watch List
- •
Nothing flagged for next-week watch.
Generated · Source: · Cost: $0.00
Settings
Configure brand, API access, competitors, and models. All changes save automatically.
Brand
OpenRouter API key
All AI calls (4 queriers + analyzer) route through OpenRouter. Get a key at openrouter.ai/keys.
Competitors
No competitors yet.
Model Configuration
OpenRouter model IDs. Override if defaults change or you want to test a different model.
Data
Export excludes the OpenRouter API key. Clearing data does NOT remove the API key — that lives in localStorage.
Appearance
Theme syncs across all tabs and persists across sessions.
Notifications
Get a weekly reminder to re-run analysis. Browser notifications only — nothing leaves your machine.
Permission was denied. Re-enable it in your browser's site settings to receive reminders.
Seed 3 weeks creates 3 fake runs (21d, 14d, 7d ago) with realistic week-over-week growth.
Seed 10 weeks creates 10 fake runs (~2000 queries total) for performance/stress testing.
Clear all run data wipes runs/queries/analyses/citations/competitor_mentions/scores/insights/summaries. Settings + competitors + prompts are kept.
Trancy GEO Monitor
Track your brand visibility across AI search engines.
What is GEO?
Generative Engine Optimization (GEO) is the practice of monitoring and improving how your brand appears in AI-generated answers — ChatGPT, Perplexity, Claude, Gemini, etc.
This tool runs your prompts across 4 AI engines, then uses Claude Sonnet to analyze whether your brand is mentioned, at what position, with what sentiment, and which sources are being cited.
Tell us about your brand
You can edit any of this later in Settings.
Connect OpenRouter
All AI calls (4 querier models + Sonnet analyzer) route through OpenRouter via a single key.
Track your competitors
Pre-loaded with 5 popular Trancy competitors. Toggle off any you don't want to track.
Pick your starting prompts
28 default prompts cover all 7 categories. You can edit anytime.
You're all set!
Setup summary below — you can change everything in Settings.