Buyers now open an assistant before they open a search bar. They ask ChatGPT, Perplexity, Gemini and Claude for the best option in a category, and the model replies with a short list of names. Being one of those names is the new front page. A capable set of tools has arrived to help businesses understand this shift, and they are genuinely useful. This page compares the leading ones in plain terms, then explains where a done-for-you service belongs in the mix.
Almost every tool in this space does one of two jobs. The first job is measurement. A measurement tool asks the assistants the questions your buyers ask, records whether you are named, and reports how you compare with competitors over time. The second job is execution. An execution service changes the signals the assistants read, so the answer itself moves in your favour. Measurement tells you the score. Execution changes it. Most of the well known products are measurement platforms. That is not a criticism. A scoreboard is valuable. The point is simply to know which job a tool is built for before you commit to it.
Profound. One of the most mature platforms in the category. Profound tracks how the major assistants represent your brand, monitors which AI crawlers reach your pages, and estimates the volume of prompts buyers are asking. Profound has since added agents that generate answer-ready content, so the product now spans insight and some automation. Enterprise grade reporting is its strength.
Otterly.AI. A clean, approachable monitor. Otterly runs prompts you define across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews, then reports your share of voice, your citations, and how positively each engine describes you. Sentiment tracking is a particular strength.
Peec AI. A self-service analytics tool focused on citations and benchmarking. Peec organises prompts, shows which sources the models draw from, and tracks how you rank against the competitors that matter in your market. Teams investing in content and digital PR value its citation view.
Scrunch AI. A monitoring platform with an optimization layer aimed at enterprises. Alongside visibility tracking and crawl observability, Scrunch can serve a parallel, machine-readable version of your pages for AI agents, without altering the site your customers see.
Semrush AI Visibility Toolkit. For teams already living in Semrush, this brings brand performance dashboards, prompt tracking and prompt research into a familiar suite. Share of voice, sentiment and the questions buyers ask about you sit beside your existing search data.
Ahrefs Brand Radar. Tracks brand visibility across six AI surfaces using prompts drawn from real search behaviour, producing visibility scores and share of voice. Historical data grounded in genuine query patterns is its notable feature.
HubSpot AI Search Grader. A free, one-time snapshot. Enter your company details and it runs test queries across ChatGPT, Perplexity and Gemini, then returns a score out of one hundred with a written read on how the models see you. There is no account, no ongoing tracking and no trend history. A fine first look.
AI HALO is not another dashboard, and it does not try to be. The platforms above are the scoreboard. AI HALO is the work on the field.
Here is the honest hook. A monitor can tell you, week after week, that the assistants are not naming your business. That is worth knowing. The harder question is what to do about it, and that is the question AI HALO answers by doing it for you. We author and implement the signals the models read: clean structured data, a coherent entity across the web, an llms.txt briefing, unblocked AI crawlers, and citation building on authoritative sources. You approve every change. We implement it on your own site. Then we re-scan at thirty days and ask the assistants the exact questions your buyers ask, so the lift is proven rather than promised.
We will say plainly what AI HALO is not. AI HALO is not a prompt-volume database, a historical trend chart, or a share-of-voice benchmarking suite. The measurement platforms do that work well, and many clients keep one running. Think of it this way. The monitor is the scoreboard. AI HALO is the team that changes the score.
If you want to watch how AI describes your market over time, choose a measurement platform whose depth matches your stack and your appetite. If you want the actual signals fixed and the result proven, that is a done-for-you engagement, and it is what we do. Many teams do both. The clearest way to begin is to see where you stand today.
Our free AI visibility audit asks the leading assistants the real questions your buyers ask, and shows you exactly where your business is named, described, or left out. From there you can decide whether monitoring, execution, or both is the wise next investment.
At a glance
The leading tools measure how AI describes you. AI HALO is a different category: the work that changes what the assistants read, proven with a 30-day re-scan.
| Tool | Category | What it does | Done for you |
|---|---|---|---|
| Profound | Measurement, with some automation | Tracks how assistants represent your brand, monitors AI crawlers, and estimates prompt volume; adds agents that generate answer-ready content. | Partial, through automated content agents |
| Otterly.AI | Measurement | Runs your prompts across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews; reports share of voice, citations and brand sentiment. | No, you act on the findings |
| Peec AI | Measurement | Self-service analytics for citations and competitive benchmarking; shows which sources the models cite and how you rank. | No, you act on the findings |
| Scrunch AI | Measurement, with an optimization layer | Enterprise visibility tracking and crawl observability; can serve a parallel machine-readable version of pages to AI agents. | Partial, through parallel AI page delivery |
| Semrush AI Visibility Toolkit | Measurement | Brand performance dashboards, prompt tracking and prompt research inside the Semrush suite. | No, you act on the findings |
| Ahrefs Brand Radar | Measurement | Tracks visibility across six AI surfaces using prompts from real search behaviour; visibility scores, share of voice and historical data. | No, you act on the findings |
| HubSpot AI Search Grader | Measurement, one-time snapshot | Free one-shot check that scores your brand out of one hundred across ChatGPT, Perplexity and Gemini with a written read. | No, a snapshot only |
| AI HALO | Execution | Authors and implements the signals assistants read on your own site: structured data, entity coherence, llms.txt, crawler access and citations; re-scans at thirty days to prove the lift. | Yes, a done-for-you engagement |
Tool descriptions were checked against each vendor’s own site in 2026. Vendors in this space iterate quickly, so treat capabilities as a snapshot. Nothing here claims AI HALO beats a monitoring platform on monitoring; the categories are different by design.
Questions
Often the two work well together. A monitoring platform gives you a continuous scoreboard, while AI HALO changes what that scoreboard reads. If you want ongoing week over week tracking, keep a monitor running. If you want the underlying signals fixed and the result proven, that is the work we do. Many clients pair a monitor with a HALO engagement.
Not really, because they answer a different question. Profound, Semrush and the others measure how AI sees you. AI HALO changes how AI sees you, then re-measures to prove the lift. One is the scoreboard and the other is the work. They sit comfortably side by side.
A free grader is an excellent first snapshot. It scores you once and describes how the models read you today. AI HALO begins where the snapshot ends. We take the gaps a grader reveals and close them on your site, then re-scan to confirm the improvement.
The signals the assistants read, never your brand or your design. That means structured data for your services and location, a coherent entity across the web, an llms.txt briefing, AI crawler access, and citations on authoritative sources. You approve everything before it goes live.
We ask the assistants the exact questions your buyers ask, before and after the work, and record whether you are named and described accurately. That before and after probe at thirty days is the proof, not a vanity metric.