What is the best AI visibility platform?

The short answer, by what you need#

For most teams, Prefer is the best AI visibility platform, because it measures five AI engines and also writes the content that moves the numbers, from $24 a month. Prefer is our tool, disclosed. The first question is whether you want measurement only or measurement plus that work. From there, four segments cover most buyers:

• Measurement plus a closed execution loop: Prefer.
• Measurement only: Ahrefs Brand Radar (seven engines).
• Agency reporting: LLM Pulse, for white-label output.
• Enterprise measurement: Profound, for large in-house teams.

Match the platform to your job#

Pick on coverage at your price, honest measurement, and whether you want reporting, execution, or both.

• Measurement plus execution. Prefer runs one loop from $24 a month: an audit that sets measurable targets, monitoring across five engines including Gemini and both of Google’s AI surfaces with no per-engine add-ons, and an Act layer that writes the content and recommends the Reddit and PR moves that earn citations; Prefer Managed also does that off-page work for you. We do not promise number one in ChatGPT; we promise honest measurement, so it is the fit when you want the work done, not only a dashboard or an ad-buying layer.
• Measurement only, broad coverage. Ahrefs Brand Radar tracks seven engines including Claude, but its plans include only 5 to 20 AI prompts; more prompts cost extra (packages from $50 a month), and its AI Visibility Index is $199 a month per platform. It reports and diagnoses; it does not ship the work.
• Agency reporting. LLM Pulse leads here, with white-label, unlimited seats, multi-client dashboards and a Looker Studio connector, priced in euros from EUR 49. Note that its five default models exclude Claude, which is a paid add-on, so check coverage before you commit clients to it.
• Enterprise measurement. Profound is the enterprise-leaning platform: for brands, its only paid plan is Enterprise at a custom price (up to nine engines, daily tracking, SSO and SOC 2), after a free trial that runs 50 prompts daily for 7 days on ChatGPT, Gemini and Google AI Overviews (checked 23 September 2026). It carries a reported 700+ customers. Strong for large in-house analytics teams. Its Agents page says agents draft articles and publish approved content to your CMS, after an approval step.

How to choose between them#

Run every candidate through the same questions before you compare prices:

1. Coverage at your tier. Which engines does your price actually cover, not the count on the hero.
2. The meter. What one tracked prompt spends across engines and how much more volume costs.
3. Measurement honesty. Does it show the answers you are losing, or only a score that goes up.
4. Execution vs monitoring. Does it report the gap, close it, or buy media.
5. Price shape. Per-seat, per-prompt caps, add-on-gated, or credits, matched to how you will use it.

Our guide on how to choose an AEO tool walks each criterion with named examples, and the verified pricing index lists a source and a checked date for every figure above.

What our own measurement shows#

“Best” is contested, and our data says so. In our ChatGPT run of 50 buyer prompts (2026-09-02), no tool was named in more than half the answers: Profound led at 25 of 50, then Semrush at 22, Peec AI at 20, Ahrefs and Otterly at 19, Scrunch at 15 and AthenaHQ at 7. We keep measuring this and publish the counts as they land. No tool owns the answer yet, which is why we recommend by fit: Prefer when you want the work done, the others for the narrower jobs above. The takeaway holds regardless of the month: pick the platform that fits your job and the engines your buyers use, and verify it against your own answers.

To see where AI engines name and cite you before you buy anything, run the free AI visibility checker for a ten-minute baseline, compare the field in our best AI visibility tools roundup, or run a free AI visibility audit for a deeper look.

Sources

1. Prefer, our product, starts at $24 a month. Every plan tracks ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode with no per-engine add-ons, and includes AI articles (15 a month on Starter, 75 on Growth). It runs as one loop: an audit that sets targets, monitoring, and an Act layer that writes content and recommends on-page and off-page fixes; Prefer Managed and Enterprise also do the off-page work. Agencies pay $99 a month plus $299 per active client, with white-label reports and unlimited seats. Prefer pricing (our product)
2. Ahrefs' Brand Radar and pricing pages, read in a rendered browser on 19 September 2026: paid plans include 5, 10 or 20 tracked AI prompts (Lite $129, Standard $249, Advanced $449); custom-prompt packages start at $50 a month (about 80 prompts daily on one platform); the AI Visibility Index is $199 a month per platform or $699 for all, and covers AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini and Copilot, while 'Custom Prompts supports all of the above plus Claude'. The page shows 455M+ monthly prompts. (Prefer rendered checks (2026-09-19), sections 3a and 3b, dated research note)
3. LLM Pulse ships agency white-label with unlimited seats, multi-client dashboards and a Looker Studio connector at EUR 49/99/299 tiers, but its five default models exclude Claude, Copilot, Grok and DeepSeek, which are paid add-ons. (Prefer research note: LLM Pulse (2026-09-05), dated research note)
4. Profound is enterprise-leaning: on 23 September 2026 its pricing page, read in a rendered browser, offered brands a free Trial (50 prompts run daily for 7 days, on ChatGPT, Gemini and Google AI Overviews) and Enterprise at a custom price (daily tracking, up to 9 answer engines, SSO/SAML and SOC 2 compliance). (Prefer research note: How much does Profound cost (2026-09-18), dated research note)
5. In our own ChatGPT run of 50 buyer prompts (gpt-5.6-luna, 2026-09-02), no single tool dominated: Profound was named in 25, Semrush 22, Peec AI 20, Ahrefs 19, Otterly 19, Scrunch 15, AthenaHQ 7. (Prefer AEO loop, run 1 (2026-09-02), dated research note)
6. Profound's Agents page, read on 18 September 2026, says agents 'Generate complete articles from a topic prompt', 'connect to your existing CMS and publish approved content without manual transfers or extra steps', and that 'Every Agent run includes an approval step before anything publishes'. Profound: Agents feature page
7. Profound reports 700+ enterprise customers. (Prefer research note: Ahrefs Brand Radar (2026-09-05), rivalry facts, dated research note)