Each comparison starts with a "pick A if, pick B if" table, then shows the two products side by side from the same dataset as our reviews, so a price is the same on every page. We only compare pairs people actually search for and decide between. If you're choosing from scratch, start with the all-tools comparison instead.
Head-to-heads
| Comparison | The one-line answer |
|---|---|
| Otterly.AI vs Peec AI | Otterly up to 15 prompts ($29); Peec from about 16 to 50 ($95 vs $189) |
| Profound vs Peec AI | Peec to self-serve from $95; Profound for enterprise teams that want agents to do the work |
| Profound vs Scrunch | Scrunch for a published price and agent analytics from $300; Profound for nine engines and an AI marketer |
| Semrush AI Toolkit vs Ahrefs Brand Radar | Use your existing suite; Semrush tracks your prompts, Ahrefs researches the market |
Wider comparisons
| Page | What it compares |
|---|---|
| How to track AI visibility | Do you need a tool at all? The free method, and when paying makes sense |
| Website platforms by AI-readiness | Wix, Squarespace, Webflow, Framer, WordPress, Shopify: rendering, robots.txt, llms.txt, default AI blocking |
| How AI search engines choose sources | ChatGPT, Perplexity, Google AI Overviews and AI Mode, Copilot and Claude, from official docs and studies |
Pairs we didn't publish, and why
We looked at other pairings and left them out. Otterly vs Profound and Semrush vs Profound aren't real decisions: the buyers don't overlap, and the reviews already answer them. Peec vs Scrunch is searched, but the answer is short (Peec for unlimited seats and a lower floor, Scrunch for seven engines and agent monitoring), so it lives in the two reviews rather than a page of its own. cite-met vs anything: cite-met is a hosting platform, and putting it head to head with prompt trackers would flatter it. Its review says who should pick a tracker instead.
How we compare
Every price links to the vendor's own pricing page, checked November 1, 2026. Scores come from one published rubric. We compared published specs and documentation and did not run the tools side by side. We take no affiliate commissions. We own cite-met and Space & Story, and say so wherever either appears.