Watch what the LLMs say
about your brand.
Measure how often ChatGPT, Claude, and Gemini mention, cite, or recommend your brand versus competitors — per prompt, per engine, with honest confidence intervals. Built on published GEO research, not hype.
Visibility trend
Northwind vs top competitors
Competitors
| # | Brand | |||
|---|---|---|---|---|
| 1 | Meridian | 68%↑0.2 | 86— | 2.6— |
| 2 | Cloverleaf | 63%↑0.3 | 83— | 2.9↓0.1 |
| 3 | Northwind | 49%↑0.6 | 88↑0.2 | 3.4↑0.3 |
| 4 | Kestrel | 45%↑0.1 | 78— | 3.7— |
| 5 | Halcyon | 31%↑0.5 | 88↑0.3 | 2.3↑0.2 |
| 6 | Cobalt | 20%↓0.1 | 74— | 4.2— |
Share of voice
Category-normalized, 100% stacked
Visibility by model
Per-LLM strength and weakness matrix
| Brand | ChatGPT | Claude | Gemini |
|---|---|---|---|
| Northwind | 51% | 44% | 40% |
| Meridian | 69% | 64% | 60% |
| Cloverleaf | 64% | 59% | 55% |
| Kestrel | 44% | 39% | 33% |
| Halcyon | 30% | 24% | 19% |
| Cobalt | 21% | 16% | 13% |
Prompt-level visibility
Each tracked prompt is sampled N times on each engine. Neluris measures mention rate, share of voice, sentiment, and citation sources per prompt, per engine — with confidence intervals, not magic.
- Mention Rate + Share of Voice + Citation
- Sentiment with ±CI per engine
- Explicit + implicit (embedding) attribution
- Competitor benchmarks with real names + logos
Research-backed recommendations
The recommendation engine maps every suggestion to the paper and formula behind it. GEO-16 page scoring. Quotation and statistics lifts (+41%, +32%). Stability triplet (WCP, DR, WTR) on every rewrite.
- Internal vs. external split — on-site fixes vs. PR moves
- LLM Guidance file auto-generated
- Faithfulness gate on rewrite assist
- Transparent evidence — every number has a source
Plans that match usage, not seats
Every paid plan measures on the same three engines. Pick the tier by how many prompts you want tracked. Every plan starts with a 3-day free trial — a card is required to start, nothing is charged until the trial ends, and cancelling during it costs nothing. Subscriptions renew automatically until cancelled; cancel in one click.
For founders and solo marketers tracking one brand
- 50 tracked prompts
- 3 AI engines — ChatGPT, Claude, Gemini
- 1 brand
- Daily measurement on core prompts
- Sentiment, sources & content gaps
- PDF + CSV export
For marketing teams that need broader prompt coverage
- 150 tracked prompts
- 3 AI engines — ChatGPT, Claude, Gemini
- 2 brands
- Daily measurement on core prompts
- Competitor sentiment + share of voice
- Shareable report links
- Priority support
For agencies and multi-brand marketing teams
- 350 tracked prompts
- 3 AI engines — ChatGPT, Claude, Gemini
- 3 brands
- Daily measurement on core prompts
- Always-fresh sampling (no shared cache)
- White-label PDF exports
- Priority support
For global brands needing custom coverage and engines
- Custom prompt volume
- Additional engines on request (Perplexity, Copilot, AI Overviews)
- Unlimited brands
- Custom prompt tracking
- SSO & custom terms
- Dedicated onboarding + support