Comparison · Updated Oct 2026
Viclaro vs Peec.ai
Peec.ai is a brand-mention monitor for AI assistants. Viclaro is a rankings publisher plus an audit tool that ships fix copy. Different products, overlapping category.
The short version
Peec.ai tracks whether your brand gets mentioned across ChatGPT, Claude, Gemini, and Perplexity, and surfaces the prompts where it appears. Strong European market presence. Focused on brand teams reporting to a marketing director.
Viclaro covers the same four AI assistants but adds two things: the Atlas — public, versioned, confidence-scored rankings for every firm in a category (not just your brand), and prioritized editorial gap analysis — the specific prompts where competitors are cited and you are not, plus the page-level patterns those competitor pages share.
| Capability | Viclaro | Peec.ai |
|---|---|---|
| ChatGPT + Claude + Gemini + Perplexity | All four | All four |
| Public rankings leaderboard (whole vertical) | Yes — Atlas | Private to your brand |
| Peer / competitor rankings | Published per category × city | Configurable competitor set |
| Editorial gap analysis | Prioritized page-level opportunities per losing prompt | Insights, not diagnosed |
| Before/after re-run | Same prompt set, same assistants, delta measured | Time-series tracking |
| Confidence intervals | Wilson 95% | Point estimates |
| Versioned methodology | Prompt sets carry a version identifier | Sampling approach disclosed |
When Peec.ai is the right pick
If you're a brand-side marketer at a company with an in-house content team and you need a monitoring dashboard to report mention trends over time to executives, Peec.ai is a solid choice. It is oriented around ongoing tracking rather than one-shot fix work.
When Viclaro is the right pick
- You want the diagnosis, not just the dashboard. Every audit surfaces the specific losing prompts, the competitor pages cited, and the editorial patterns those pages share.
- You need public-ranking credibility. The Atlas is a third-party, methodology-versioned ranking — cite-able in your firm's own marketing.
- You care about statistical honesty. Every share has a 95% Wilson interval; tier labels flag results too small to trust.
- You want a re-run, not a trendline. The same prompt set is re-run after your change. Citation-rate delta is measured with confidence intervals, not claimed as causal.
See it live
Read the Atlas before you sign anything.
Every ranking is public, versioned, and confidence-scored. Free to read.
Open the Atlas →