Comparison · Updated Oct 2026
Viclaro vs Profound
Profound is enterprise-scale brand tracking across AI assistants — priced and shaped for Fortune-1000 marketing teams. Viclaro is the operator's tool: public rankings, per-firm audits, and prioritized editorial gap analysis.
The short version
Profound tracks brand mention share across a wide provider set (ChatGPT, Claude, Gemini, Perplexity, and more), attributes citations to source URLs, and reports at enterprise scale. Sold to large brand-side teams. Enterprise pricing.
Viclaro covers the four major assistants, publishes the vertical-level rankings as a public map (the Atlas), and — most importantly — ships prioritized editorial gap analysis with a re-run on the same prompt set built in. Priced for service firms and mid-market brands who need to understand where they stand and what to publish, not report the same numbers forever.
| Capability | Viclaro | Profound |
|---|---|---|
| Major AI assistant coverage | ChatGPT, Claude, Gemini, Perplexity | Broader provider set |
| Public rankings leaderboard | Yes — Viclaro Atlas | Private dashboard |
| Editorial gap analysis | Prioritized page-level opportunities per losing prompt | Recommendations, not diagnosed |
| Before/after re-run | Same prompt set, delta measured, no causal claim | Continuous monitoring |
| Confidence intervals | Wilson 95% on every share | Enterprise reporting |
| Pricing shape | Free scan + self-serve + custom audits | Enterprise contracts |
| Time to first insight | Minutes (free scan) to 5 business days (audit) | Enterprise onboarding |
When Profound is the right pick
If you are running brand tracking at a Fortune-1000 with a dedicated in-house AI-search analytics function, executive dashboards, and a comfortable six-figure tooling budget, Profound is built for that shape of operation.
When Viclaro is the right pick
- You are a service firm or mid-market brand. Not $500K/year in tooling money. Not a 12-person analytics team. You need the number to move.
- 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 want public-ranking credibility. The Atlas is citable, versioned, and reads like a third-party ranking. Enterprise dashboards are private by definition.
- You want a re-run, not a trendline. Same prompt set, matched sample size, before-and-after delta reported with confidence intervals.
See it live
Start with the public Atlas.
Free to read. Methodology-versioned. Confidence-scored.
Open the Atlas →