AI visibility tools vs AYAN.
Profound and Peec AI are excellent at one thing: telling you when and how often your brand is mentioned inside AI answers. AYAN does something different and harder. We read what the models actually understand about your brand, decide what should change, and make sure the change lands across every team. Same surface: ChatGPT, Claude, Gemini, Perplexity. Different category. Different buyer. Different outcome.
AYAN is not an interpretation-only platform. AYAN includes everything Profound and Peec do (monitoring, share-of-voice tracking, AI-optimized content generation) AND adds the layers they do not: interpretation (six-dimension perception scoring, source tracing, category framing), the executive Brand Reading, and cross-team fix routing. The comparison below shows AYAN winning baseline rows because AYAN actually does the baseline work. The differentiation is at the top of the stack, not a trade-off at the bottom.
Four layers, one stack
| Layer | What it answers | Peec AI | Profound |
|---|---|---|---|
| 1. Monitoring | Am I being mentioned? | Yes | Yes |
| 2. Optimisation (AEO) | How do I get mentioned more? | No | Yes |
| 3. Interpretation | What do the models actually understand about my brand, and why? | No | Partial |
| 4. Governance + delegation | Who fixes it, where, and how do we verify the change landed? | No | No |
AYAN: all four layers. Monitoring and optimisation come as standard. Same surface as Peec and Profound, same models. Interpretation and governance are where the platform earns its keep.
Side-by-side feature matrix
The honest one. No competitor bashing. Where Profound and Peec are stronger or equivalent, we say so.
| Peec AI | Profound | AYAN | |
|---|---|---|---|
| Monitoring layer | |||
| Tracks mentions across ChatGPT, Claude, Gemini, Perplexity | Yes | Yes | Yes |
| Share-of-voice and citation rate dashboards | Yes | Yes | Yes |
| Multi-market, multi-language probe coverage | Yes | Yes | Yes |
| Optimisation layer | |||
| AI-optimised content briefs and drafts | No | Yes | Yes |
| JSON-LD schemas and structured data, repo-ready | No | Partial | Yes |
| llms.txt directives and MCP feeds | No | Partial | Yes |
| Retailer and PDP copy alignment | No | No | Yes |
| Interpretation layer | |||
| Six-dimension perception scoring | No | No | Yes |
| Reads brand category framing and competitor pairing | No | Partial | Yes |
| Traces every claim to its source page, retailer or review | No | Partial | Yes |
| One-page Brand Reading, written for executives | No | No | Yes |
| Pre-campaign check against existing model interpretation | No | No | Yes |
| Governance + delegation layer | |||
| Weekly executive Brief, board-ready | No | No | Yes |
| Routes fixes to Slack / Linear / Asana / Jira tickets | No | Partial | Yes |
| Opens pull requests against your repo with proof material | No | No | Yes |
| Aligned answers for retail, sales and care teams | No | No | Yes |
| Trust layer | |||
| Self-serve SaaS, monthly subscription | Yes (€90–499) | Yes ($99–399) | No (retained engagement) |
| EU-hosted infrastructure, GDPR by design | Partial | Partial | Yes |
When to choose each one
- —You need a simple dashboard to track brand mentions across AI answers.
- —Your team is small, your budget is tight, your buying motion is bottom-up from an SEO lead.
- —You are at the “is this even a problem?” stage and want to measure before you act.
- —Monitoring is no longer enough, and you also want AI-optimised content briefs generated for you.
- —Your team owns content production and wants to scale what they ship.
- —You operate at enterprise scale and need SOC 2 today.
- —Your buyer is the SEO or content lead, not the CMO.
- —You want monitoring AND optimisation AND interpretation in one platform, not three separate contracts.
- —You are a CMO, Brand Director or Head of Strategy at a brand where meaning matters as much as mentions.
- —You need to understand what the models actually think your brand stands for, not just whether it is mentioned.
- —You want a weekly executive read of your AI brand reality, board-grade, no rewriting.
- —Your problem is cross-team: the fixes need to land in content, retail, sales and care, and someone has to make that happen.
- —You are willing to engage in a retained relationship, not buy a SaaS license.
What AYAN does that Profound and Peec don’t
We read the meaning the models pull from public signal: category framing, competitor pairing, claim repetition, proof reliance, source tracing. Visibility tools count mentions. AYAN reads what those mentions actually say.
A one-page narrative read of your brand the way a senior strategist would write it, half data, half prose. Designed to be read by your CMO with a coffee. Not a feed, not a chart, not a leaderboard.
Every gap we identify becomes an owned action, routed to the right team in the tool they already use, with the proof material attached. Nothing waits in a slide. Web teams get the page edit. Retail teams get the corrected copy. Sales and care teams get the aligned answers.
Brand, performance, content, CRM and care all read from the same diagnosis (your Brand Base) and act on the same weekly Brief. You stop running three tools in parallel for monitoring, content and analysis. You run one.
The honest caveats
AYAN is a retained engagement, sized to your category and markets. If you need a $99/month dashboard, Peec or Profound are honest answers, and we will tell you so on the call.
If your only goal is to rank inside AI answers and the buyer is a single SEO manager, Profound’s content engine is a better fit. AYAN is built for cross-functional brand work.
FAQ
Yes. Several of our pilots run AYAN for brand interpretation and a visibility tool for raw tracking. The two address different layers.
First Brand Reading: 5 working days. First Brand Base live: week 2. First verified shift in how models describe you: typically week 10.
Still not sure? Get the Brand Reading. Decide after.
We will produce your first Brand Reading across the six dimensions, with the top three gaps the models have created, in five working days. You read it. You decide from there.