The best AI visibility tools in 2026, tested
The best AI visibility tools in 2026 sort by what you are: Profound for enterprise teams with budget, Otterly.AI for small teams who want it running today, Peec AI for competitive benchmarking, and citeOS if you are a crypto brand. There is no single winner, and any list.
The best AI visibility tool in 2026 depends on what you are: Profound for enterprise teams with budget, Otterly.AI for small teams who want it running today, Peec AI for competitive benchmarking, and citeOS if you are a crypto brand. There is no single winner, and any list claiming one is selling you something. See generative engine optimization for the wider picture.
We audit AI visibility for a living, which makes writing this list awkward. We are one of the eight products on it. So the scoring criteria are published below, our own entry is marked, and you should discount it accordingly. See GEO tools for what to compare.
What every tool here does is roughly the same thing: send buyer-style prompts to AI engines on a schedule, record whether your brand is named and whether your domain is cited, and chart it over time. The differences are coverage, depth, price, and whether the product understands your category.
Disclosure. citeOS is our product. It appears in this comparison because leaving it out would be a different kind of dishonesty. It is scored on the same published criteria as everything else and it does not rank first.
How were these AI visibility tools scored in 2026?
Each tool was scored 0 to 10 across five equally weighted criteria: engine coverage, prompt depth, source attribution, reporting usefulness, and price relative to what you get. Scores come from hands-on use and public documentation, not vendor briefings.
Five criteria, weighted equally, because weighting them differently would just encode our own preferences:
- Engine coverage. How many answer engines are probed, and whether the list includes the ones your buyers actually use.
- Prompt depth. Whether the prompt set reflects real buying questions or reads like keyword research with a question mark bolted on.
- Source attribution. Whether it tells you which pages earned the citation. This is the single most actionable output and the one most tools handle worst.
- Reporting. Whether a non-specialist can open it and know what to do next.
- Price for value. Not cheapest. Cheapest is easy.
Which AI visibility tool is best for your team?
Match the tool to your constraint rather than to a leaderboard. Budget and a dedicated team point to Profound. Speed and low cost point to Otterly.AI or Rankscale. Competitive tracking points to Peec AI. A single vertical points to a vertical product.
| Tool | Best for | Score | The honest read |
|---|---|---|---|
| Profound | Enterprise teams with budget | 8.6 | Buy it if you have the budget and someone whose actual job this is. Overkill for a five-person team. |
| Otterly.AI | Small teams who want it running today | 7.9 | The default recommendation for teams under fifty people. |
| Peec AI | Marketing teams tracking competitors | 7.7 | Pick it if your reporting is framed around competitors rather than absolute visibility. |
| citeOS | Crypto and Web3 brands specifically | 7.8 | Useless to you if you are not in crypto. That is a deliberate trade, not an oversight. |
| AthenaHQ | Agencies managing several brands | 7.4 | The pick if you are an agency rather than a brand. |
| Adobe Brand Visibility | Existing Adobe stack customers | 7.2 | Buy it for the stack fit, not for the product. |
| Scrunch AI | Teams wanting agent-level detail | 7.0 | Worth a look if your problem is technical rather than editorial. |
| Rankscale | Solo operators and consultants | 6.6 | Start here if you have never run a check and do not want to talk to anyone. |
Profound wins on capability and scores 8.6. It is the most complete product here and the only one operating at real scale. If you have the budget and someone whose job this is, start there and stop reading.
Otterly.AI is the best value at 7.9. Bootstrapped, quick to set up, and it answers the question most teams actually have, which is whether they appear at all.
If you are in crypto, a horizontal tool will underserve you, and that is true whether you pick ours or not. Category prompts, competitor sets and which sources carry weight all differ enough in crypto that a general product gets the shortlist wrong. Judge citeOS on that claim rather than on our score.
What does each AI visibility tool actually do?
Eight products, each with its features, who it suits and where it stops. They cluster into three groups: enterprise platforms, small-team trackers, and specialist tools built for one workflow or one industry.
Profound
8.6The most complete product here and the only one operating at real scale. Reporting goes deeper than anyone else, and the research they publish is genuinely useful even if you never buy. Priced for companies with a dedicated search hire, which is the honest catch.
- Widest engine coverage in the category, including the newer answer surfaces
- Conversation-level analytics rather than prompt-level snapshots
- Agent analytics showing how AI crawlers traverse your site
- Published research arm that doubles as its own distribution
Verdict. Buy it if you have the budget and someone whose actual job this is. Overkill for a five-person team. Visit Profound
Otterly.AI
7.9The cheapest credible entry point in the category. Coverage is narrower than Profound and the reporting is simpler, which for most small teams is a feature rather than a fault. It answers the question most people actually have, which is whether they appear at all.
- Set up in under an hour, no onboarding call required
- Tracks brand mentions, links and sentiment across the main engines
- Prompt-level history so you can see when a result changed
- Bootstrapped, which shows up as sane pricing rather than seat-based creep
Verdict. The default recommendation for teams under fifty people. Visit Otterly.AI
Peec AI
7.7Strong on the comparative question: not just do I appear, but do I appear more than the three companies I lose deals to. Newer than the leaders, and the category taxonomy is still broad rather than deep in any one vertical.
- Competitor benchmarking is the core of the product, not a bolt-on
- Clean share-of-voice reporting a CMO can read without training
- Source breakdown showing which domains feed your category
- Berlin-based, strong European coverage
Verdict. Pick it if your reporting is framed around competitors rather than absolute visibility. Visit Peec AI
citeOS
7.8Ours, so weigh this accordingly. The only vertical product in the set. The prompt library, competitor sets and source scoring are built for crypto rather than adapted to it, which is the entire argument for it and also the entire argument against it.
- Prompt library written for crypto buying questions, not adapted from B2B SaaS
- Competitor sets pre-built per crypto vertical: exchange, wallet, card, DeFi, RWA
- Source scoring across 500+ ranked crypto outlets alongside the AI side
- Published methodology with every weight in the open
Verdict. Useless to you if you are not in crypto. That is a deliberate trade, not an oversight. Visit citeOS
AthenaHQ
7.4Built with agency workflows in mind, which matters if you are reporting to more than one stakeholder and cannot afford a seat per client. Less depth per brand than the leaders, which is the trade you make for breadth.
- Multi-workspace structure built for client reporting
- White-label reporting output
- Reasonable per-brand pricing at volume
- Recommendation tracking alongside citation tracking
Verdict. The pick if you are an agency rather than a brand. Visit AthenaHQ
Adobe Brand Visibility
7.2Arrived through acquisition rather than being built for this, and the integration seams still show. If your reporting already lives in Adobe and procurement is the bottleneck, the convenience is real and worth something.
- Plugs into Adobe Experience Cloud reporting
- Enterprise governance and access controls
- Arrived partly through the Semrush AI toolkit acquisition
- Roadmap tied to Adobe release cycles rather than the category's pace
Verdict. Buy it for the stack fit, not for the product. Visit Adobe Brand Visibility
Scrunch AI
7.0The most technically interesting product in the set and the one that thinks hardest about the crawl layer rather than the answer layer. Younger, so the historical data you get on day one is thinner.
- Focus on how AI agents crawl and traverse a site, not only what they cite
- Useful diagnostics for render-blocked or JavaScript-heavy pages
- Raised 26M in 2026, so the roadmap is funded
- Smaller corpus behind the benchmarks than the leaders
Verdict. Worth a look if your problem is technical rather than editorial. Visit Scrunch AI
Rankscale
6.6Cheap, quick and genuinely useful for answering the first question. It is not trying to be a platform and does not pretend to be.
- Free tier that genuinely works for a first look
- Fast single-domain audit with no setup
- Simple scoring anyone can interpret
- Not built to carry an ongoing programme
Verdict. Start here if you have never run a check and do not want to talk to anyone. Visit Rankscale
What do all these tools still miss in 2026?
Every tool in this category measures visibility. None of them create it. Measurement tells you where you stand and which pages earned citations, but closing the gap is editorial and distribution work that no dashboard performs for you.
Worth knowing before you buy any of them. In our own corpus of 39,948 citation events across 72 audited crypto brands, 92% of citations pointed at a domain the brand does not own (the full study is published here). Third-party listicles carried 48% of citations among the most-cited pages we hand-read, and 33% across the full corpus.
That pattern is not unique to crypto. Semrush found LinkedIn alone accounts for tens of thousands of cited URLs in AI answers, and Kevin Indig's behavioural study of ChatGPT shopping tasks found the vast majority ended without an open-web click at all. If you want the mechanics from the engines themselves, Google Search Central documents how AI features select content and OpenAI publishes its crawler list.
That means most of what a tool will show you is happening on pages you cannot edit. The dashboard is the diagnosis. The work is getting onto other people's pages, and that is a distribution problem rather than a software one.
If you want the free version of the diagnosis first, our AI visibility checker walkthrough shows how to run it by hand in twenty minutes before you spend anything.
Frequently asked questions
What is an AI visibility tool?
Software that sends buyer-style prompts to AI answer engines on a schedule, records whether your brand is named in the response and whether your domain is cited as a source, and tracks both over time. The good ones also tell you which specific pages earned the citation.
Do I need an AI visibility tool, or can I check manually?
You can check manually and you should, at least once, before buying anything. Twenty minutes with four prompt shapes across five engines tells you whether you have a problem. A tool earns its cost when you need the tracking to be consistent, scheduled and comparable over months.
How much do AI visibility tools cost in 2026?
Entry products start in the low tens of dollars a month, mid-market tools run a few hundred, and enterprise platforms run into four figures monthly. Price tracks engine coverage and prompt volume more than anything else.
Which AI engines should a visibility tool cover?
At minimum ChatGPT, Perplexity, Google AI Mode and Gemini. Claude matters for technical and B2B categories. Coverage of an engine your buyers never use is a number on a dashboard rather than a signal.
Is being cited the same as being recommended?
No, and the difference decides whether you get the customer. A citation means the engine used your page as a source. A mention means it said your name. Your page can be the source in an answer that recommends a competitor, which is the most common failure we see.
Which tools name you, and which name your competitor?
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