Profound vs Peec vs Otterly: which to buy
A neutral teardown of three AI-visibility tools — by category, legitimate strengths and best-fit buyer. We pick no “winner”: the right answer depends on what output you need.
Profound, Peec and Otterly are three tools in the AI-visibility / answer-engine category, and the honest answer to “which to buy?” is that it depends on your scale and the output you need — not on a single league-table ranking. Broadly: Profound (tryprofound.com) sits at the enterprise end, with the broadest monitoring and analytics depth; Peec (peec.ai) is positioned for teams that want focused AI-visibility tracking without enterprise overhead; Otterly (otterly.ai) leans toward accessible AI-search monitoring with an SMB-friendly footing. Match the tool to your team size, reporting needs and budget tier rather than chasing the “best” label. We also note a fourth option: a reverse-search approach (MentionRadar) that returns the actual query list and the competitors named beside you, rather than a single score — useful if your first need is an action list, not a metric.
How to read this teardown
This page is deliberately neutral. All three tools are credible choices for the right buyer, so instead of crowning a winner we compare them on category-level attributes and tell you who each one fits. We won’t invent pricing, plan names, funding or precise feature lists for any of them — those change and we don’t want to misstate them. Where you need exact specifics, check each vendor’s own site: Profound at tryprofound.com, Peec at peec.ai, Otterly at otterly.ai.
The three at a category level
Each occupies a slightly different position in the same broad category. None of these characterisations is a knock — they’re about fit.
- Profound (tryprofound.com) — the most enterprise-oriented of the three. Strength: breadth and analytics depth for large brand programs that need broad monitoring and formal reporting. Consider it when you have the team and cadence to use that depth.
- Peec (peec.ai) — positioned for teams wanting focused AI-visibility tracking without enterprise weight. Strength: a more concentrated take on monitoring for mid-market buyers who don’t need the full enterprise suite.
- Otterly (otterly.ai) — leans toward accessible AI-search monitoring. Strength: an SMB-friendly footing for teams that want to start tracking AI visibility without a heavy program. Good for getting going quickly.
Side-by-side, by category attribute
This compares the three on attributes we can state fairly. “Typical buyer” and “positioning” are categorical, not exact-spec; confirm current details on each vendor’s site.
| Attribute | Profound | Peec | Otterly |
|---|---|---|---|
| Category position | Enterprise answer-engine analytics | Focused mid-market AI-visibility tracking | Accessible AI-search monitoring |
| Typical buyer | Large brand / category teams | Mid-market marketing teams | SMBs and lean teams getting started |
| Headline strength | Breadth and analytics depth | Focused tracking without enterprise overhead | Ease of starting; SMB-friendly footing |
| Primary output | Visibility metrics + analytics | Visibility tracking | Visibility / mention monitoring |
| Model coverage | Confirm on vendor site | Confirm on vendor site | Confirm on vendor site |
| Best when you need… | A broad, monitored enterprise program | Focused tracking at mid-market scale | A quick, low-overhead way to start |
The pattern is a spectrum from enterprise breadth (Profound) through focused mid-market tracking (Peec) to accessible, SMB-friendly monitoring (Otterly). Pick the point on that spectrum that matches your team and budget — buying up or down from your actual need is the most common mistake.
A decision shortcut
- Size first. Enterprise program with formal reporting? Start at the Profound end. Lean team getting started? Start at the Otterly end. In between? Look at Peec.
- Confirm model coverage. Verify each tool reads the assistants that matter to you — don’t assume Grok is covered everywhere.
- Match output to your next action. If you’ll act on a metric (reporting, trend-watching), a score-led tool fits. If you’ll act on specific questions, you may want a query-level view.
A fourth option, briefly: reverse search
One thing all three share is a score-style primary output — a measured visibility figure. If what you actually want is the list of queries a domain is cited on, plus the competitors named in each answer, that’s a different shape of tool: reverse AI search. MentionRadar takes this angle — enter a domain, get the real query list across ChatGPT, Gemini and Grok with the rivals named beside you, and there’s a free Domain Check. We mention it only as a fourth, differently-shaped option: if your first need is an action list rather than a metric, it’s worth a look alongside the three above.
Where to go next
For the full landscape and how the categories relate, see best AI visibility tools in 2026. For individual deep-dives, see the Otterly alternative and Peec AI alternative pages. Agencies should read best AI visibility tools for agencies.
Frequently asked questions
Which of the three is best?
There isn’t one “best” — that’s the point of a neutral teardown. Profound suits enterprise breadth, Peec suits focused mid-market tracking, and Otterly leans accessible / SMB-friendly. The right pick is whichever matches your scale, reporting needs and budget tier.
Do all three cover ChatGPT, Gemini and Grok?
Model coverage varies and changes over time, so confirm it directly on each vendor’s site before buying — Grok in particular is the one most likely to be partial or missing. Don’t assume parity across tools.
How do I avoid overbuying?
Start from the smallest output that answers your real question. If you need a monitored enterprise program, the enterprise tier earns its cost; if you just need to know what you’re cited on, a lighter tool — or a free reverse-search check — may be enough.
Where does MentionRadar fit among these?
As a fourth, differently-shaped option. Instead of a 0–100 score, MentionRadar returns the actual query list a domain is cited on plus the competitors named beside it, across ChatGPT, Gemini and Grok — and offers a free Domain Check. Worth a look if your first need is an action list rather than a metric.