Roshanak Kavian
Co-Founder and CEO of Indigo Mars, a Los Angeles marketing agency.
A new category of software has appeared in the last two years: tools that track whether ChatGPT, Perplexity, Google's AI Overviews and similar systems mention your business. They go by names like AI visibility trackers, AEO platforms, or GEO tools. Prices run from about $29 a month to custom enterprise contracts, the marketing is confident, and the underlying question is a fair one for any business owner: do you need to pay for this?
This guide is the result of comparing the published pricing and claims of a dozen of these tools across several independent comparison articles, reading Google's own guidance for site owners, and looking at the best available research on how reliable AI answers are as something to measure. Our conclusions are more cautious than most vendor pages, and we explain why.
The short version:
Most local businesses should start with a free, manual method, and many will not need a paid tracker at all.
If you do pay, entry-level tools start at roughly $29 to $99 a month, and the real cost depends on how many prompts and which AI engines you track.
The best research we found suggests AI answers vary so much from one run to the next that "ranking position" metrics should be treated with suspicion, while how often a brand appears across many runs is a more defensible measure.
Tracking tells you where you stand. It does not improve your standing. The work that improves it is the same work covered in our complete AI optimization guide.
All prices and claims below were gathered in October 2026 and will date quickly. Where sources disagree, we say so.
How We Researched This, and Why You Should Read Vendor Content Skeptically
We could not read most vendors' own pricing pages directly, because they were not accessible to our research tools. Instead, we cross-checked prices as reported by several comparison articles, each of which says it read the vendors' pricing pages in July through October 2026. Where three or four independent articles agree on a number, we treat it as reliable. Where they disagree, we flag it.
A word on who publishes these comparisons, because it matters:
Writesonic's comparison is published by Writesonic, which sells one of the tools it ranks, and its founder is the author.
Surmado's comparison is published by a company that sells an AI visibility report and recommends it as the starting point for small businesses.
Tim Soulo's comparison appears on a blog that promotes Ahrefs and ranks Ahrefs' Brand Radar first.
AInora's comparison is published by a company that sells AI visibility audits and says it does not sell a tracker.
SEO Stuff's comparison is published by a company that sells two of the nine options it lists.
None of that makes the price data wrong. It means the rankings and recommendations in those articles deserve less weight than the plain facts, and we have drawn mainly on the facts. We are an agency that helps local businesses with this work, and we have no commercial relationship with any of the tools below.
What AI Visibility Tools Actually Do
Almost every tool in this category works the same way. You give it a list of prompts, the questions a customer might ask, such as "best dentist in Silver Lake accepting new patients." The tool runs those prompts through AI engines on a schedule, reads the answers, and records whether your business was mentioned, how it was described, which sources were cited, and which competitors appeared. It then shows you trends over time.
Some add extras: sentiment analysis, competitor comparisons, reports of which pages the engines cited, audits of your own pages, and in a few cases content suggestions or workflows for acting on the findings. The more an offering extends beyond tracking, the more it resembles a broader marketing platform, and the harder it is to compare on price.
The plain fact worth holding on to is that this is sampling. The tool does not look inside the AI systems. It asks them questions and records what comes back. One comparison article put it bluntly: these tools re-run prompts rather than observing engines directly, outputs vary from run to run, personalized answers are not captured, and results depend heavily on which prompts you choose. The numbers are directional, not measurements.
The Reliability Problem: What the Research Says
The most useful piece of independent research we found is a study led by Rand Fishkin of SparkToro, in partnership with Patrick O'Donnell of Gumshoe.ai, an AI tracking company. Fishkin disclosed that partnership and said he began the study expecting AI tracking to prove "pointless." The study is not peer-reviewed, and its authors acknowledge limitations, but its scale makes it worth taking seriously. Search Engine Journal reported its findings.
What they did: they ran 2,961 prompts across ChatGPT, Claude, and Google's AI features, using hundreds of volunteers in November and December. Twelve of the prompts asked for brand recommendations in categories including chef's knives, headphones, cancer care hospitals, and digital marketing consultants. Each was run 60 to 100 times per platform. A second part of the study had 142 people write their own headphone prompts, producing 994 responses.
What they found:
ChatGPT and Google's AI features returned the same list of brands less than 1 percent of the time when the same prompt was run repeatedly. The same list in the same order appeared less than 0.1 percent of the time.
Nearly every response differed in the brands named, their order, or the number of items. No platform met the authors' own threshold for reliable repeatability.
Even with that churn, the engines drew on a fairly stable pool of brands. In the headphone test, four brands appeared in roughly 55 to 77 percent of responses even though the human-written prompts were highly varied. The order shifted a lot, but who was in the consideration set did not.
The authors concluded that how often a brand appears across many runs of similar prompts is more consistent than its ranking position. Fishkin was blunt about tools that report an "AI ranking position," calling the idea baloney, and advised buyers to ask vendors to explain their methodology and show their math.
The open questions are real: how many runs are needed for reliable data, and whether the automated queries tools use behave the same as manual ones. But the direction is clear enough to change how you read any tool's dashboard.
What this means for you. If a tool shows you a single number such as "you are ranked third in ChatGPT," that figure is probably noise. If it shows you the percentage of runs, across many prompts and many repetitions, in which your business appears, and you track that over months, that is a more defensible measure. And any change smaller than the natural variation tells you nothing.
What Google Itself Says You Need
For Google's AI features, there is a primary source: Google's own documentation for site owners on AI features and your website. Its main points are worth knowing because they cut through a lot of commercial noise.
A page can appear as a supporting link in AI Overviews or AI Mode if it is indexed and eligible to appear in Search with a snippet. Google states there are no additional technical requirements, and that appearing is still not guaranteed.
No new machine-readable files, AI-specific text files, or special markup are needed, and there is no special structured data for these features.
The recommended practices are the familiar ones: follow standard SEO fundamentals, create helpful people-first content, allow crawling, make content findable through internal links, provide a good page experience, keep important content as text, make sure any structured data matches the visible text, and keep your Business Profile information current.
Traffic from AI Overviews and AI Mode is counted in the Web search type of the Search Console Performance report, along with all other search traffic. Search Console is free.
Two practical consequences. First, any paid tool that implies you must buy something to be eligible for Google's AI features is wrong. Second, the free tools you already have, Search Console and your Business Profile insights, show you the search side of this. Paid trackers add value mainly where they cover other engines such as ChatGPT and Perplexity, and where they let you monitor many prompts without doing it by hand.
Do You Actually Need a Paid Tracker?
Here is how we would think about it, by situation.
You have not yet done the basics. If your Google Business Profile is incomplete, your listings are inconsistent, your site has no pages answering real customer questions, and you have few reviews, a tracker will only tell you what you already suspect: you are not showing up. Fix the foundation first. One of the comparison authors reached the same conclusion for small businesses: measure by hand, fix the site, and only then add monitoring.
You are a single-location local business with a handful of services. A manual routine of fifteen or twenty prompts, checked monthly across three or four AI tools, takes under an hour and costs nothing. For most businesses in this position, that is enough. A paid tool is a convenience, not a requirement.
You compete in a crowded, high-value category. Law, dentistry, medical aesthetics, and home services in Los Angeles are contested and a single customer is worth a lot. Here a low-cost tracker can be justified, mainly to save time and to run the same prompts consistently over many months.
You are an agency or manage several locations or brands. The economics shift. Seats, projects, multi-country tracking, and reporting matter, and the mid-priced and higher tiers become reasonable.
You are a larger company with a content team. Enterprise tools with prompt-demand data, crawler analytics, and workflow features may be worth discussing with vendors, though prices are quoted individually and published figures are scarce.
Start Free: A Manual Tracking Routine That Works
Whatever you decide about paying, do this first. It gives you a baseline and teaches you what the tools would be measuring.
Write a list of fifteen to twenty prompts. Use the words a customer would use, with your neighborhood and service. Include a mix: "best [service] in [neighborhood]," "who do you recommend for [specific problem] in Los Angeles," "how much does [service] cost," "is [your business] good," and a few comparison questions naming your competitors.
Choose your engines. ChatGPT, Perplexity, Google with AI Overviews, and Gemini cover most of what customers use. Add Claude and Microsoft Copilot if you wish.
Run each prompt more than once. Given how much answers vary, a single run means little. Run each prompt three times per engine, ideally in separate sessions, and note how often your business appears.
Record what you see. A spreadsheet with the date, engine, prompt, whether you appeared, how you were described, and who else was named. Note any errors and which sources were cited.
Track appearance rate, not position. The share of runs in which you appear is the figure to follow. Ignore the order of the list.
Repeat monthly. Judge by the trend over several months. One quiet month or one good month proves nothing.
Add the free sources. Check Search Console for search performance, your Business Profile insights for calls and direction requests, and ask every new customer how they found you, with AI assistants as an option.
A free one-off option exists too: HubSpot offers a free AI search grader that runs a single snapshot across ChatGPT, Perplexity, and Gemini. It gives a baseline, not a trend.
The Tools and What They Cost
Below is what the comparison articles report for the most frequently discussed tools. Prices are monthly, in US dollars unless noted, and were reported as read from vendor pricing pages between July and October 2026. Verify any figure on the vendor's page before buying, because several have changed within the last year.
Otterly.AI: the low-cost entry point
Four separate comparisons agree on the tiers: Lite at $29 (15 prompts), Standard at $189 (100 prompts), Premium at $489 (400 prompts), and Enterprise from about $1,000. Annual billing is reported at roughly 15 percent off. The base engines are ChatGPT, Google AI Overviews, Perplexity, and Copilot. Google AI Mode, Gemini, and Claude are paid add-ons, and extra prompts cost about $99 per 100. The $29 tier's 15 prompts are a small sample, enough to get a feel for it but not enough for reliable trends. Reviewers describe it as monitoring only, with no content or execution help.
Peec AI: daily tracking with unlimited seats
Three comparisons list Starter at $95 (50 prompts), Pro at $245 (150 prompts), and Advanced at $495 (350 prompts), with agency plans above that and custom enterprise pricing. Annual billing is about 15 percent less. Unlimited users are included. On self-serve plans, three AI models are tracked, and more cost extra. One older comparison, from early 2026, listed lower euro prices, which suggests pricing has moved. It is described as best for European teams and boutique agencies, and it tracks and reports but does not do the content work.
Semrush AI Visibility Toolkit: for existing Semrush users
Comparisons agree on $99 a month per domain, billed annually, with extra domains at $99 each, extra prompts at about $60 per 50, and additional users costing extra. The engines covered are reported differently across articles, from two to four, so check before buying. Reviewers describe the advantage as integration with an existing Semrush account rather than depth.
Ahrefs Brand Radar: powerful, but an add-on
This is sold on top of an Ahrefs subscription. Comparisons report $199 a month for a single AI index and $699 for all indexes, with additional prompt packages from $50. One comparison estimated the practical floor, including the cheapest Ahrefs plan, at about $330 a month. Its prompts are described as drawn from real search data, which one author considers the most important differentiator. Another comparison notes the main chatbot indexes refresh monthly, which limits daily monitoring.
Profound: the enterprise-oriented option
Several comparisons report Starter at $99 (ChatGPT only, about 50 prompts) and Growth at $399 (three engines, about 100 prompts), billed annually, with enterprise pricing custom. Another comparison says Profound's own June 2026 material listed Growth at about $499, and a third says there is no published self-serve price, so this is one of the less settled numbers. It is generally positioned for in-house marketing teams with budget, not for a single small business.
Scrunch AI: agencies and mid-market teams
Comparisons report a Starter or Core plan at about $250 a month billed annually ($300 month to month) and a Growth plan at about $417 annually ($500 monthly), with seats, personas, and page audits. They disagree on the prompt allowance at the entry tier, with figures of 125 and 350 appearing. The company was reported to have been acquired by Sitecore in 2026.
AthenaHQ: credits instead of prompts
Reported at a free sampler tier and a Starter plan around $295 a month for 3,600 credits, with enterprise custom. Because it meters in credits rather than prompts, one comparison notes cost is harder to forecast. An older comparison listed a lower annual price, which again suggests changes.
HubSpot AEO: cheap, narrow
Reported at $50 a month, or $45 billed annually, with 25 prompts across ChatGPT, Perplexity, and Gemini, and included in some Marketing Hub plans. It does not cover Google AI Overviews or Claude. Sensible mainly for existing HubSpot customers.
SE Visible, Rankscale, and others
SE Visible, from the SE Ranking team, was reported at $99, $189, and $355 across three tiers with unlimited users, covering five engines including Google AI Overviews and AI Mode, though one comparison notes weekly data refreshes. Rankscale was reported at lower entry prices in euros by one comparison and as having no published pricing by another. Writesonic, Surfer, Frase, and Clearscope bundle visibility tracking with content tools. Writesonic's own comparison, written by its CEO, ranks its own product first, so weigh its ranking accordingly.
Why Published Prices Disagree
If you compare these tools yourself you will notice the numbers do not line up, and there are real reasons, not just sloppy research.
Different units. One vendor charges per prompt, another per domain, another in credits, another per check. A $99 plan and a $95 plan are not comparable until you know what each includes.
Annual versus monthly billing. Several vendors discount annual plans by about 15 percent, and some, such as Profound's lower tiers and Semrush's toolkit as reported, are billed annually only.
Engine add-ons. A base price that covers three engines may cost much more once you add the fourth or fifth.
Frequent changes. This market is young and vendors adjust pricing and packaging often. Some comparisons were written months before others.
Dynamic pricing pages. Some vendors load prices dynamically, and enterprise prices are not published at all.
The sensible response is to treat every number here as an approximate range, then confirm with the vendor and ask what exactly is included.
What a Year of Tracking Costs: Some Arithmetic
These annual figures multiply the monthly prices reported above by twelve. They are our arithmetic, not vendor quotes, and they exclude add-ons, extra prompts, and taxes.
Manual tracking: $0, plus about an hour a month of your time.
HubSpot AEO: about $600 a year at $50 a month, or $540 on annual billing.
Otterly Lite: about $348 a year, for a small sample of 15 prompts.
Peec Starter: about $1,140 a year at $95 a month.
Semrush AI Visibility Toolkit: about $1,188 a year per domain at $99 a month.
Otterly Standard: about $2,268 a year at $189 a month, or about $1,920 if the roughly 15 percent annual discount applies.
Ahrefs Brand Radar plus a base Ahrefs plan: about $3,960 a year at the reported $330 floor.
Profound Growth: about $4,788 a year at $399 a month, billed annually, if that price holds.
Put those next to the sourced agency prices in our guide to what marketing costs in 2026. A tracker is a small line item compared with an agency retainer, but it is still money that could go toward fixing the underlying problems, which is where improvement actually comes from.
Questions to Ask Any Vendor Before You Pay
How do you handle variation? Do you run each prompt multiple times and report appearance rates, or do you report a single answer? Fishkin's research shows that single runs vary enormously.
Do you report a "ranking position"? If so, what does it mean, and how do you justify it given how much order varies?
Where do your prompts come from? Real user queries, or invented ones? Can I use my own?
Which engines are included at my tier, and what do the others cost? Get the real price for the set you need.
How do you collect answers? Through official programming interfaces, which may differ from what customers see, or by simulating a real user session?
Can I export my data and cancel monthly? Avoid lock-in before you have evidence of value.
What happens to my historical data if I leave?
What do I do with the results? A dashboard is not an action plan.
A vendor who answers these directly, and admits the limits of the method, is a better bet than one who promises certainty.
Choosing the Right Prompts, Whether You Track by Hand or by Tool
The quality of any tracking depends more on the prompts than on the software. A tool running the wrong questions produces confident-looking nonsense. A few principles help.
Mirror real customer language. Use the questions from your own inbox, phone log, and reviews, not the terms your industry uses internally.
Include location at the right level. A prompt naming your neighborhood behaves differently from one naming only Los Angeles. Track both.
Cover the whole decision. Mix discovery questions ("who is a good [professional] near me"), research questions ("how much does [service] cost"), and verification questions ("is [business name] reputable").
Include your competitors by name. Comparison prompts show how you are described next to them.
Keep the list stable. Changing prompts every month makes trends meaningless. Add new ones, but keep a core set fixed.
Do not stuff the list. Twenty well-chosen prompts you review carefully beat two hundred you never read.
How to Read the Results Without Fooling Yourself
Once you have data, a few habits keep you honest. Look at appearance rates over time, not individual answers. Treat movement within the normal range of variation as noise, and wait for sustained changes over several months. Read the actual answers occasionally, instead of relying on summary scores, so you can see how you are described and whether it is accurate. Note which sources the engines cite, because those are the places that influence the answers, and a pattern of citations from directories, review sites, or forums tells you where to focus your effort.
Finally, link what you see to business results. If appearances rise but calls and inquiries do not, something else is wrong, perhaps the way you are described, or what happens after someone contacts you. A tracking metric earns its keep only if it connects to customers.
What Tracking Cannot Do
A tracker measures. It does not make your business more likely to be recommended. People buy these tools hoping the dashboard will point to a quick fix, and it rarely does, because the drivers are the same slow ones that have always mattered: clear and specific pages, accurate and consistent information across the web, genuine reviews, and independent mentions. A tool can reveal that a competitor is cited more often, and that is useful, but acting on it means the work.
That work is laid out in AI Optimization for Los Angeles Businesses: A Complete Guide and sequenced in The 90-Day AI Visibility Action Plan for a Los Angeles Business. If you want help doing it, How to Choose an AI Visibility Agency in Los Angeles covers what to look for. One of the factors in AI answers that is easy to check and fix is your review standing, which we cover in The Star Rating Threshold Nobody Tells You About.
A Sensible Plan for a Local Business
Month one. Run the manual routine to get a baseline. Fix any factual errors you find in listings and on your site. Check Search Console and your Business Profile.
Months two and three. Do the foundation work: complete the profile, correct listings, rewrite key pages to answer customer questions directly, and set up a steady process for asking for reviews. Keep running the manual routine monthly.
Month four onward. Decide whether tracking is a bottleneck. If you are spending more than an hour or two a month on the manual routine, or you want to track many prompts consistently, try an entry-level tool on monthly billing for a quarter. Judge it by whether it changes a decision you make, not by how impressive the dashboard looks. Cancel if it does not.
Red Flags in This Market
A guaranteed AI ranking or placement. Nobody can promise it.
"Rank number one in ChatGPT" claims. Given the variation shown in the research, a stable single rank is not something the systems produce.
Special files or markup sold as the key. Google says none are needed for its AI features, and we have seen no solid evidence that other special files change what any engine shows.
Dashboards with a single score and no methodology. Ask how it is computed.
Long annual contracts before a trial. Prefer monthly billing or a free trial first.
Comparison articles that rank their publisher first. Read them for the price data, not the verdict.
Frequently Asked Questions
What is the cheapest way to track AI visibility? Doing it yourself with a spreadsheet and a fixed list of prompts, which is free. The cheapest paid tool in the comparisons we read starts at about $29 a month.
Are AI visibility tools accurate? They are samples, not measurements. The best research we found shows individual answers vary heavily, so treat results as directional and focus on appearance rates across many runs.
Do I need a tool to appear in Google's AI Overviews? No. Google says pages need to be indexed and eligible to appear in Search with a snippet, with no additional special requirements.
Which tool is best for a small local business? The comparisons we read do not agree, and several are published by companies with a stake. If you want to pay, the lowest-cost options such as Otterly or HubSpot AEO are reasonable trials. Weigh them against doing it manually.
How often should I check? Monthly is enough for most businesses. Daily checks mostly measure noise.
Will a tool improve my visibility? No. It shows where you stand. Improvement comes from the underlying work.
Sources
Ryze AI: AI visibility tool pricing compared (publisher sells its own product)
AInora: Best AI visibility tracking tools 2026 (publisher sells audits)
Surmado: Best AI visibility tools 2026 (publisher sells a competing report)
Writesonic: AI visibility tools 2026, 12 compared (publisher sells one of the tools)
Tim Soulo: 14 Profound AI alternatives (blog promotes Ahrefs)
Prices and features change often. Confirm anything that matters with the vendor.
Want an honest read on whether your business needs a tracker or just needs the basics fixed? Get in touch and we'll tell you straight.
