Otterly AI is the best self-serve AI visibility tool for most brands, with published pricing and four engines on every core plan.
Profound Enterprise is the deepest platform if you can fund it and run a demo cycle.
Peec AI is what you add when you need engines the others don’t cover, like Grok or Google AI Mode.
The rest of this comparison shows how each tracks your brand across ChatGPT, Perplexity, Gemini, Copilot, and Google AI Overviews, and the two patterns to walk away from.
Most “best AI visibility tools 2026” roundups are written by the tool companies themselves. This one isn’t.
At Sequence Commerce we’ve run the major AI search monitoring tools in live client work over the past year, so this is the read from the operator’s chair, not the sales deck.
Want published pricing, fast setup, and most of what you need? Otterly. Want the deepest coverage and have budget plus patience for a demo cycle? Profound Enterprise. Need a specific engine the others skip? Peec AI. And skip anything that calls itself “powered by GPT” without showing you which AI engines it actually queries, because that’s usually a single-engine wrapper wearing a multi-engine price tag.
If you’re still mapping how these disciplines fit together, start with our guide on SEO vs AEO vs GEO, then come back here for the tooling. For the agency side, see our AEO + GEO agency services, or compare AEO service providers directly.
Is AEO Insights a Profound Product?
No. Buyers search for “AEO Insights” as if it’s a product, and it isn’t one of Profound’s.
- Profound describes what its platform produces as AEO and AI visibility data. The platform is called Profound.
- Separately, Siteimprove launched a capability called Advanced AEO Insights inside its Siteimprove.ai Search product in 2026.
So if you came here looking for “AEO Insights,” you’re probably looking for one of two different things: Profound’s answer tracking, or Siteimprove’s feature or an AEO insights company that tracks the same signals and does the fix-it work for you.
Profound vs Otterly vs Peec AI
Profound is the enterprise platform, and the depth people buy it for sits in its enterprise tier, not its entry plans.
Otterly AI is the self-serve pick with the clearest published pricing in AI visibility tracking.
Peec AI is what you add when you need engine coverage the others don’t offer.
The real decision most buyers run is whether you need Profound’s enterprise depth badly enough to go through a demo-led sales process with no published price.
The rest of this article is an AI visibility platform comparison across four tools, judged on engine coverage, citation analytics, competitor share of voice, and what we could actually verify about price.
Why Can’t Traditional SEO Tools Track AI Search?
Traditional SEO tools measure traditional search. Ahrefs, Semrush, Google Search Console, and dedicated SEO Forecasting Tools don’t query ChatGPT, Perplexity, Gemini, or Claude directly.
Those SEO tools were built for keyword research, rankings, and traffic projections, not for AI-generated answers.
- They can’t tell you your AI citation rate, your share of voice across AI platforms, or how often your brand appears when someone asks AI for a recommendation.
- If you’re investing in AI-SEO and not using a dedicated AI visibility platform, then you will have no early warning when AI systems start citing a competitor over you.
- You can’t prove ROI to leadership, and you can’t optimize content for what’s actually working across ChatGPT and the other AI engines.
The 2026 minimum standard is weekly prompt tracking across ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews, and Google AI Mode, for 30 to 50 buyer-intent prompts, with citation rate, share of voice, and position within answer tracked per engine.
None of the classic SEO tools do this. For the exact numbers to report, see our AI search visibility metrics and KPIs guide.
What Does an AI Visibility Platform Actually Measure?
A real AI visibility monitoring tool does a specific set of jobs. Look for all of these before you pay, because a cheap AEO tool that skips half of them isn’t tracking.
- Prompt tracking and prompt discovery: It shows you the actual search prompts buyers use, not just keywords, and surfaces new prompts where your category shows up.
- Prompt volume: How often each prompt gets asked, so you can prioritize what matters. On most platforms this is a paid or enterprise-tier feature, not a default.
- AI citations and citation tracking: Whether you get cited, how often, and your position inside the AI answer.
This is what separates real AI citation tracking software from a dashboard that only counts brand mentions. - Brand monitoring and competitor monitoring: Your brand mention rate and share of voice against named rivals, engine by engine.
- AI crawl monitoring: Which AI crawler bots hit your site and how often, so you know what the AI models can actually read.
- AI content recommendations: Actionable guidance on what to fix so you get cited more, which feeds your content optimization workflow.
- AI visibility reports: Clean visibility data and visibility insights you can hand to leadership to prove ROI.
The 4 AI Visibility Tools Compared
Two of these vendors publish no pricing at all. Where a figure is a third-party signal rather than a published price, we say so. Pricing verified June 2026. Confirm everything on the vendor’s own page before you budget.
| Best for | Enterprise, via sales | Self-serve, most brands | Engine flexibility | Existing BrightEdge customers |
|---|---|---|---|---|
| Engines included | Broad on Enterprise, limited on entry tiers | 4: Google AI Overviews, ChatGPT, Perplexity, Copilot | 3 chosen from a pool of 7 | Google-weighted |
| Citation analytics | Deep | Solid | Solid | Yes |
| Position within answer | Yes | Yes | Yes | Yes |
| Competitor share of voice | Strong | Yes | Yes | Yes |
| Sentiment analysis | Yes | Yes | Yes | Yes |
| Alerts | Yes, via Slack | Weekly | Yes | Configurable |
| Published price | No. It is demo led | Yes. $29 / $189 / $489 per month, plus custom Enterprise | About $89 to $495 per month, plus custom Enterprise | No. Contact sales |
| Setup time | 2 to 3 hours | 30 minutes | 1 hour | Depends on setup |
| API access | Enterprise tier | Yes | Yes | Yes |
AI tool pricing moves fast. Check the vendor.
Profound: The Enterprise AEO Platform
Profound is the platform we reach for first on serious programs.
- It has the deepest engine coverage.
- It has the best position within answer tracking we’ve seen.
- It has strong prompt volume and prompt discovery data, and an API clean enough to pipe into Looker Studio for custom AI visibility reports.
Profound excels at showing you not just whether you’re cited, but exactly where you sit inside the AI answer and who’s cited above you.
It also sends alerts into Slack when a tracked agent run completes, so the old knock about Profound being weekly-only reporting no longer holds.
Profound does not publish pricing. The path to the platform is a demo.
Enterprise access, which is where the broad engine coverage, prompt volumes, and API live, is custom-priced through sales.
That matters more than it sounds. The Profound that wins this comparison is Profound Enterprise.
The cheap entry tier is not the tool we’re recommending, and buying it and expecting enterprise depth is the most common mistake we see.
Good: deepest engine and metric coverage, best position-within-answer tracking, Slack alerts, enterprise-grade reports, API for Looker Studio dashboards.
Not so good: no published pricing, demo-led sales cycle, entry tiers are much shallower than the enterprise tier, setup takes a couple hours.
Otterly AI: The Best Self-Serve Pick
Otterly AI is where most brands should start an AI-SEO program, and the reason is simple. It publishes its prices.
- Otterly runs $29 per month on Lite, $189 on Standard, and $489 on Premium, with a custom Enterprise tier above that.
- Annual billing brings the effective rates down to roughly $25, $160, and $422. There’s a free trial.
- You can evaluate it without booking a call.
- Otterly covers four engines on its core plans: Google AI Overviews, ChatGPT, Perplexity, and Microsoft Copilot.
- Those engines handle ChatGPT visibility tracking and the AI Overviews layer.
It’s built for marketers who want AI visibility tracking without an enterprise contract.
Setup takes about half an hour and the interface is clean enough for a non-technical team to run.
The trade-offs are real. Four engines is coverage, not exhaustive coverage. Enterprise reporting is less mature than Profound’s. Support is community-driven. The API is lighter.
Good: published pricing, genuine free trial, 30 minute setup, clean UI, four engines on every core plan.
Not so good: four engines only, no Gemini or Claude on core plans, enterprise reporting less mature, community support, lighter API.
Not sure where you land on Profound vs Otterly? Talk to our team →
Peec AI: The Engine-Flexibility Pick
Peec AI’s real differentiator is which engines you can point it at.
- Self-serve plans include three engines, chosen from a pool of seven: ChatGPT, Google AI Mode, Google AI Overviews, Microsoft Copilot, Perplexity, Gemini, and Grok.
- Claude Sonnet 4 and GPT-5 Search are enterprise-only.
- A fourth engine runs roughly $35 to $165 per month depending on your plan.
- That makes Peec the pick when your category lives somewhere the other tools don’t look.
- If Grok or Google AI Mode matters for your buyers, Peec is the only self-serve tool in this comparison that will track it.
Pricing runs under $100 on Starter, around $245 on Pro, and around $495 on Advanced, with custom Enterprise above that.
Be clear-eyed about the ceiling. Three included engines is fewer than Otterly’s four, and the per-engine add-on pricing means broad coverage gets expensive fast.
Peec is newer, its install base is smaller, and some metric definitions are still settling.
Good: widest engine pool to choose from, only self-serve tool covering Grok and Google AI Mode, published pricing, modern UI, alerts.
Not so good: only three engines included, add-on engines cost real money, newer with a smaller base, metric definitions evolving, lighter enterprise reporting.
Brightedge: Only if You Already Pay for Brightedge
BrightEdge’s AI layer is worth it in one situation: you already pay for the BrightEdge platform.
- Then it earns its place by putting your AI visibility data next to your traditional SEO data in one workflow, which enterprise teams like for unified reporting.
- There is no standalone AI tracker product to buy. The AI capability sits inside the wider enterprise SEO platform.
- BrightEdge publishes no pricing and routes buyers to sales.
Bought for the AI layer alone, it’s not best of breed. Its engine coverage is Google-weighted, so it behaves more like one of the Google AI Overviews tracking tools than a full multi-engine tracker. If you’re not already a BrightEdge customer, Profound or Otterly are the better calls.
Good: unified with traditional SEO, enterprise reporting, configurable alerts, familiar interface.
Not so good: no standalone AI SKU, no published pricing, Google-weighted coverage, only makes sense inside the bundle.
How Do AI Visibility Tools Fit Into Your Reporting Stack?
None of these tools work in isolation. The strongest setup pairs an AI visibility platform with two free sources: GA4 for attribution from AI sources, and Google Search Console for branded search lift.
Pipe the AI tracking data into Looker Studio and you get one dashboard that reads AI visibility metrics next to traditional search visibility. That’s the reporting workflow we run for clients on the full stack.
The other half is the optimization workflow. Good visibility insights are only useful if they feed content creation and content optimization.
Profound and Otterly both surface AI content recommendations, but you still need a human to turn those into published pages.
LLM optimization tools tell you where you stand across AI search engines. Content work is what actually moves it.
Profound Alternatives and Otterly Alternatives
If Profound’s sales cycle or its unpublished pricing is a blocker, the best alternative to Profound is Otterly for most brands, or Peec AI if you need an engine Otterly doesn’t cover.
If you’re outgrowing Otterly and need deeper enterprise reporting or prompt volume data, Profound Enterprise is the natural step up, and you should budget for a demo cycle rather than a credit card.
BrightEdge is only an alternative if you already run that platform. There’s no single best AI SEO software for everyone. The right pick tracks the engines your buyers actually use.
How to Spot a Fake AI Search Monitoring Tool
The market has a noise problem. Dozens of AI search monitoring tools have launched in the past year, and most aren’t doing the real work. Two patterns to recognize:
Skip AI Visibility Scores That Hide the Engines Behind Them
If a tool sells you a single visibility score but won’t show which AI platforms it queries or how often, it’s probably scraping ChatGPT’s web interface and calling it monitoring.
The score is meaningless. Real tools publish their methodology, and they publish their engine list.
Skip “Powered by GPT” Branding
That’s marketing language for “we’re a wrapper around one API.” True AI search monitoring queries multiple AI systems through their own APIs or systematic scraping. A single-engine wrapper isn’t multi-engine tracking, no matter what the pricing implies.
Which Tool We Use for Which Sequence Client
We don’t use one tool for every account. We match the tool to the brand’s stage and to which AI engines its buyers actually use.
- Enterprise ($50M+): Profound Enterprise as the primary, with Ahrefs Brand Radar as a supplementary signal for open-web brand mentions.
- Mid-market ($5M to $50M): Profound Enterprise where the depth is worth the contract. Otterly where published pricing and fast deployment matter more than depth.
- Early-stage ($1M to $5M): Otterly AI as the default. Published price, four engines, thirty minute setup.
- Categories on non-standard engines: Add Peec AI when Grok, Google AI Mode, or Gemini coverage matters and Otterly’s four engines don’t reach it.
For Honeybee Gardens, a US natural cosmetics brand, we run Profound as the primary tracker, paired with custom GA4 segments for AI referral attribution and Ahrefs Brand Radar for open-web mentions.
In the first 60 days the brand went from zero AI Overview visibility to 8 new AI Overview citations on category queries, with coverage across 44 additional AI search queries.
It is now cited by ChatGPT, Gemini, Claude, Grok, and Google AI Overviews.
Which AEO Tool Is Best for Your Revenue Stage?
The best AI visibility tool is the one that covers the engines your buyers use, at a price you can actually see. Here’s the decision tree we use.
- Under $1M revenue: Don’t buy a dedicated tracker yet. Spot-check with Otterly’s free trial and put your budget into real AI-SEO content first.
- $1M to $5M revenue: Otterly, on Standard or Premium. Published price, four engines. Re-evaluate in 12 months.
- $5M to $50M revenue: Book the Profound demo and price the enterprise tier against Otterly Premium honestly. If prompt volume data and API access aren’t changing decisions for you, stay on Otterly and spend the difference on content.
- $50M+ revenue: Profound Enterprise plus Ahrefs Brand Radar plus custom GA4 segments plus manual quarterly audits.
Already on BrightEdge? Use the AI capability inside the platform you own. Don’t pay for a second tool unless it’s failing you.
Buyers on Grok or Google AI Mode? Add Peec AI and select those engines.
What Mistakes Do Brands Make When Picking AI Visibility Tools?
1. Buying without checking the engine list.
A tool that only queries ChatGPT and Google AI Overviews is an AI Overview tracker plus a scraper, not a real monitoring platform. Ask which engines are included, which are add-ons, and what the add-ons cost. On some platforms a fourth engine is a line item.
2. Buying the entry tier and expecting the enterprise tier.
Profound’s cheap plans are not the Profound this article recommends. The depth lives behind the sales call. Know which product you’re actually buying.
3. Using only one tool.
The best stacks need both visibility tracking and attribution: a dedicated tracker plus GA4 for AI referral traffic and GSC for branded search lift. No single tool covers all three layers.
4. Skipping the manual quarterly audit.
Automation misses sarcasm, comparison framing, and outdated information. Run a manual audit on your top 20 prompts every 90 days, whatever tool you pay for. That’s where you catch what the software misses.
5. Reporting without a baseline.
An “8% citation rate” means nothing without context. Set a 30-day baseline before you put a number in front of leadership.
What Should You Budget for AI Visibility Tracking?
Self-serve AI visibility tracking is cheaper than most brands assume. Otterly’s top published tier is $489 per month. Peec’s is around $495.
For a brand under $5M, a few hundred dollars a month buys a dedicated tracker, and GA4 and GSC are free.
Enterprise is a different conversation, and it’s a conversation, not a price page. Profound and BrightEdge both route you to sales. Budget for a procurement cycle, not a subscription.
The number that matters isn’t the tool spend. It’s the ratio. If your tracker costs more than the content you’re producing to move the metrics it tracks, you’ve overbought.
Pick the tier that shows you the engines your buyers use, and put the rest into the content and schema work.
Conclusion
The tool choice gets simple once you stop asking which platform is best and start asking which engines your buyers use and whether you can see the price.
Otterly for most brands: four engines, published pricing, free trial. Profound Enterprise when you need depth and can run a procurement cycle.
Peec when your category lives on Grok or Google AI Mode. BrightEdge only if you already own it. And skip anything that hides which AI engines it queries.
Whatever you pick, pair it with GA4, GSC, and a quarterly manual audit, because no single tool covers every layer of AI search visibility.
At Sequence Commerce, we run Profound, Otterly, Peec, and Ahrefs Brand Radar in production across our client base, we match the stack to each brand’s engines rather than defaulting to one tool.
Frequently Asked Questions
Is AEO Insights a Profound Product?
No. Profound produces AEO and AI visibility data. “AEO Insights” is not a Profound product name. Siteimprove launched a capability called Advanced AEO Insights inside its Siteimprove.ai Search product in 2026, which is a separate tool from a separate company.
How Much Does Profound Cost?
Profound does not publish pricing. Access runs through a demo and enterprise contracts are custom-priced. Third-party sources have reported entry tiers in the region of $99 and $399 per month. The broad engine coverage, prompt volumes, and API access sit in the enterprise tier. Ask sales for the number.
How Much Does Otterly Cost?
Otterly publishes three self-serve tiers: $29 per month on Lite, $189 on Standard, and $489 on Premium, with custom Enterprise pricing above that. Annual billing brings effective rates to roughly $25, $160, and $422. There’s a free trial. All core plans include four AI engines.
How Many AI Engines Does Each Tool Track?
Otterly includes four on every core plan: Google AI Overviews, ChatGPT, Perplexity, and Microsoft Copilot. Peec AI includes three, Gemini, Grok, and Google AI Mode, with additional engines available as paid add-ons. Profound’s coverage is broadest on its enterprise tier.
What Is the Best Alternative to Profound?
For most brands, the best alternative to Profound is Otterly, which publishes its pricing and covers four engines on every core plan. Brands outgrowing Otterly usually move up to Profound Enterprise for prompt volume data and API access.
Which AEO Tool Is Best for Enterprise?
For enterprise teams, Profound’s enterprise tier has the deepest engine coverage, the strongest position-within-answer tracking, and an API you can pipe into Looker Studio. At $50M+ revenue, pair it with Ahrefs Brand Radar and custom GA4 segments.
Are Generative Engine Optimization (GEO) Tools Different From AEO Tools?
In practice they’re the same category of software under two names. Generative Engine Optimization (GEO) tools and LLM optimization tools both measure whether AI systems cite your brand. AEO leans toward answer engines like Perplexity and Google AI Overviews. GEO leans toward generative models like ChatGPT and Claude
What Is the Best AI Visibility Tool in 2026?
The right pick depends on which AI engines your buyers use and whether you need enterprise depth. Profound Enterprise leads on coverage. Otterly leads on published pricing and self-serve access. Peec AI leads on engine choice.
What Does an AI Search Tracking Tool Actually Measure?
AI citation tracking software measures prompt tracking and prompt volume, AI citations and citation analytics, your position within each AI answer, and competitor share of voice across the engines it covers. The strongest trackers also add AI crawl monitoring, sentiment, and actionable AI content recommendations.
Which Tools Handle ChatGPT Visibility Tracking?
Every tool in this AI visibility platform comparison queries ChatGPT. The difference is what else they query. Like Otterly adds Perplexity, Copilot, and Google AI Overviews. If a vendor sells ChatGPT visibility tracking and won’t name the other engines it covers, treat it as single-engine.
What Does AEO Stand for in Marketing?
AEO stands for answer engine optimization: the practice of optimizing content so answer engines and AI systems cite your brand in their responses. AEO tools measure how often your brand appears in AI-generated answers, the way traditional SEO tools measure Google rankings.
Jake Gilbert serves as the Chief Revenue Officer (CRO) at Sequence Commerce, where he spearheads all lead generation initiatives and drives the agency’s growth strategy. With a keen analytical mindset, Jake transforms complex marketplace data into actionable insights that deliver measurable results for clients. His expertise spans conversion rate optimization, customer acquisition funnels, and performance marketing specifically tailored to Amazon and e-commerce ecosystems.
At Sequence Commerce, Jake has developed proprietary reporting frameworks that accurately track and attribute revenue across multiple marketing channels, allowing clients to optimize their ad spend with precision. His data-driven approach to revenue optimization has helped numerous brands scale their Amazon presence while maintaining profitable growth metrics. Jake regularly analyzes emerging marketplace trends and platform algorithm changes to refine client strategies and maintain competitive advantages in the increasingly complex e-commerce landscape.
Before joining Sequence Commerce, Jake built successful sales operations for SaaS companies targeting the e-commerce sector, giving him unique insights into both the technical and strategic aspects of online selling. He holds certifications in advanced analytics and digital marketing, and frequently shares his expertise through the Sequence Commerce blog and industry webinars.