The 12 Best AI Search Competitive Analysis Tools for 2026

The best AI search competitive analysis tools for 2026 are Honeyb, Profound, AthenaHQ, Peec AI and Similarweb, because each one shows which rival ChatGPT, Gemini, Claude or Perplexity names in your place and which source put it there. That matters because AI answers barely repeat themselves: SparkToro and Gumshoe found less than a one in 100 chance that two runs of the same prompt return the same brand list, so a competitor's lead only means something when a tool measures it again and again.

The argument of this guide is simple. Watching your own brand shows you the gap; watching your rivals shows you who filled it and what they used to do it, which is the only part you can act on. Below are the twelve tools that do that job best, each checked against its own website and pricing page on 10 October 2026. Honeyb is our own tool, so it is listed first, flagged throughout and held to the same tests as everyone else. If you want the wider category before you narrow down, start with the best AI visibility tools.

Why self-monitoring loses you the AI answer

When a buyer asks an AI model for a recommendation, the model returns a short list of brands. If you are watching only yourself, you see your own absence but not the name that replaced you, and you cannot see the source that put them there. The reason competitors win these slots is structural.

Reddit was the most-cited domain in Semrush's June 2025 study of about 150,000 AI citations, and 62% of AI citations never name the brand behind them, according to Semrush's ghost citations study. Ahrefs found that AI visibility tracks third-party mentions and video more closely than anything on your own pages. Put those together and a model can recommend a rival off the back of a forum thread you have never read, which is why the rival's answers deserve as much attention as your own.

The stakes rise as the answers take over the page. Pew Research Center found that Google users clicked a traditional result in 8% of visits when an AI summary appeared, against 15% when none did. When half as many buyers click through, the brands named inside the answer carry more of the decision, and so does whoever is named instead of you.

Sources also move quickly: Reddit's presence in ChatGPT answers fell from close to 60% of responses in early August 2025 to about 10% by mid-September (Semrush). A single reading is a snapshot, and a daily reading against named rivals is a trend. So the tools below are judged on three things: how deeply they track named competitors, whether they show the source behind each rival's mention, and whether they put you and your rivals in one side-by-side view.

How we picked and checked the 12 tools

A tool made the list only if it measures how AI answer engines treat competing brands (or, in one case, researches rivals well enough that buyers reach for it for this job) and describes itself plainly on its own site. Every price was read from the vendor's live pricing page on 10 October 2026, and every screenshot was captured that day from the vendor's public website. Otterly, Peec AI and Semrush show euros to a European connection, so their dollar prices come from US-served copies of the same pricing pages.

Want to get recommended by AI?

Check your AI search visibility, then let the Honeyb agent write, fix, and earn what gets you recommended. Free to start.

Free AI visibility checker

The 12 best AI search competitive analysis tools, side by side

The 12 tools, reviewed

1. Honeyb (our tool)

Honeyb, which we build, runs your prompt set every day and reports which competitors appear alongside you, how each one is described, and which domains the models cite for them. Every plan includes competitor tracking and source citation tracking, so a gap arrives with the page that caused it and a recommendation on what to do next.

• Best for: teams that want rival-by-rival readings and a concrete next step at a published price.
• Starting price: $23 a month billed annually ($276 a year) for one engine and 10 daily prompts; Full Spectrum covers all eight engines, including Google AI Mode and AI Overviews, at $159 a month billed annually.
• Strength: competitor tracking and domain-level citations on the cheapest plan, with recommendations attached.
• Limit: the entry plan watches a single engine, and 100 daily prompts on the top plan is a smaller sample than an enterprise contract buys. Run the free AI visibility check to see your competitive picture first, or read how to measure your AI share of voice.

2. Profound

Profound is the enterprise standard, backed by a $96M Series C at a $1B valuation in February 2026. For a large brand tracking many rivals across many markets, its analysis is the deepest in the category, and its Enterprise plan adds up to nine answer engines, SSO and SOC 2 compliance.

• Best for: Fortune 500 teams with a procurement process and many competitors in many markets.
• Starting price: custom Enterprise pricing after a free seven-day trial.
• Strength: depth of competitor analysis and enterprise controls nobody else on this list matches.
• Limit: no published price, and the trial stops after a week, so a smaller team cannot keep a competitive trend line running without a contract. Our Honeyb vs Profound comparison sets the two side by side.

3. AthenaHQ

AthenaHQ treats competitor insight as the starting point for action: its free tier already includes sources and competitor insights, and the paid plans add an agent that proposes on-page and off-page fixes.

• Best for: GEO teams that want the tool to suggest and draft the response to a rival's gain.
• Starting price: free Essential tier; Starter at $295 a month on monthly billing.
• Strength: Starter covers 11 models, with integrations and CSV export.
• Limit: usage runs on credits, and API access is a paid add-on, so heavy tracking costs more than the headline price.

4. Peec AI

Peec AI is built around a clean competitor view: visibility, sentiment and position for you and each rival, with gap analysis by domain and URL underneath. Over 3,000 brands and agencies use it, according to its site.

• Best for: marketing teams that want a readable side-by-side view their colleagues will actually open.
• Starting price: $95 a month; Starter includes 50 prompts on three models of your choice with daily tracking.
• Strength: unlimited users on every plan, which suits teams that share the readout widely.
• Limit: each paid plan tracks three models, and multi-country tracking starts on the Advanced plan.

5. Similarweb AI Search Intelligence

Similarweb brings its web traffic data to AI search, so the visibility reading sits next to the AI traffic a rival actually receives. That pairing is useful when the question is whether a competitor's AI presence is turning into visits.

• Best for: analysts who already benchmark rivals on web traffic and want AI answers in the same frame.
• Starting price: $99 a month billed annually, or $129 month to month, for AEO Intelligence with 150 tracked prompts.
• Strength: AI brand visibility, sentiment, citation analysis and AI traffic in one plan.
• Limit: every self-serve tier includes a single user, and the competitive intelligence bundle costs $333 a month billed annually.

6. Scrunch

Scrunch organises its analysis around the questions buyers ask and who wins them, and its Enterprise tier adds an Agent Experience Platform for serving AI agents a version of your site.

• Best for: brands that want benchmarks today and an agent-ready site tomorrow.
• Starting price: $250 a month for Core: 125 prompts, 5,000 responses a month, five user licences.
• Strength: a clear prompt-level benchmark against named competitors, with site audits included.
• Limit: Core covers four engines (ChatGPT, Perplexity, Google AI Overviews and Copilot), so Gemini and Claude need Enterprise.

7. ZipTie.dev

ZipTie prices by the check, and pointedly never bills for competitors, seats or projects, which makes it unusually cheap to add rivals to the watch list.

• Best for: teams tracking many competitors on a modest set of prompts.
• Starting price: usage-based, with a Starter preset from $42.75 a month; one prompt on one engine costs $0.01 a check.
• Strength: shows which third-party platforms the engines cite, ranked by share and citation volume.
• Limit: the bill moves with prompts times engines times cadence, so budget it before you scale.

8. Ahrefs Brand Radar

Brand Radar lets you research any brand across Ahrefs' database of more than 470 million prompts, which means you can study a rival's AI footprint without setting up a single prompt of your own.

• Best for: SEO teams already in Ahrefs who want to look up any competitor on demand.
• Starting price: Brand Radar AI from $199 a month as a standalone tool; Ahrefs Lite at $129 a month includes 5 tracked AI prompts.
• Strength: the prompt database answers competitor questions instantly, next to backlink and keyword data.
• Limit: the tracked prompts bundled into base plans are few (5 on Lite, 20 on Advanced), so daily monitoring of your own buying questions costs extra.

9. Semrush AI Visibility

Semrush folds AI visibility into its main plans, with a dedicated Competitor Research report, and it publishes much of the citation research quoted in this guide.

• Best for: existing Semrush customers who want competitor AI data next to their SEO data.
• Starting price: $99 a month per domain for the standalone toolkit with 25 prompts, or included from the Semrush One Starter plan (50 prompts tracked daily).
• Strength: perception, narrative drivers and competitor research in the same login as keyword data.
• Limit: you buy the SEO suite to get the AI toolkit, and the prompt allowance is modest until the Advanced plan (200 a day).

10. SE Visible (SE Ranking)

SE Visible is SE Ranking's standalone AI visibility product, and it gives the most prompts per dollar of any tool here.

• Best for: SEO teams that want breadth of prompts on a familiar SEO-style tracker.
• Starting price: Basic at $99 a month, or $79 a month billed annually, with 200 prompts and three projects.
• Strength: about 30,000 AI answers analysed a month on the entry plan, across ChatGPT, Gemini, AI Mode, Perplexity and AI Overviews.
• Limit: competitor analysis is solid but less opinionated than the specialist tools, with fewer recommendations on what to do next.

11. Otterly AI

Otterly is the lightest way into competitor tracking, with a Me plus top-five-competitors view on its brand report and coverage of ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini and Copilot.

• Best for: small teams that want a competitive read without a suite or a sales call.
• Starting price: $29 a month; the Lite plan covers 15 prompts.
• Strength: six engines at the entry level, a 4.8 rating on G2 and a Gartner Cool Vendor listing in AI in Marketing.
• Limit: 15 prompts is a thin sample for competitive work, given how much answers vary between runs.

12. Manus (for one-off competitor research)

Manus is a general AI agent, and many buyers searching for AI competitive analysis want exactly this: a research assistant that reads rivals' pricing, features and messaging and returns a comparison table or a SWOT.

• Best for: a one-off competitor teardown before a launch or a pitch.
• Starting price: $20 a month for 4,000 credits plus 300 daily refresh credits.
• Strength: fast, structured reports on rivals' positioning from the open web.
• Limit: it researches competitors; it does not sample ChatGPT, Gemini or Perplexity answers repeatedly, so it cannot tell you who the engines recommend over time.

Which tool fits your competitive question

Start from the question you need answered. If it is who the engines name instead of you, and why, pick a tracker with source analysis: Honeyb, Peec AI or AthenaHQ at a published price, Profound with an enterprise budget. If you want to know whether a rival's AI presence turns into visits, Similarweb is the natural fit. If your list of rivals is long and your prompt list short, ZipTie's billing model works in your favour. If you already pay for Ahrefs, Semrush or SE Ranking, start there before buying anything new. And if you need a single competitor teardown by Friday, a general agent such as Manus will do it faster than any tracker.

Turn the gaps into a plan of attack

The dashboard matters only for the move it triggers, and a competitive analysis in AI search follows five steps:

• Pick the questions. Choose the ten to twenty questions your best buyers actually ask, in their words.
• Name the rivals. List the competitors you lose deals to, plus any brand the engines keep naming that you had not considered.
• Sample repeatedly. Run the questions daily across the engines your buyers use, because one run proves very little.
• Trace the sources. For every answer that names a rival instead of you, record the page cited for them.
• Earn the place. Go after those pages: the Reddit threads, review roundups, comparison posts and videos the model is reading.

Because third-party mentions and video correlate with AI visibility more than on-page work (Ahrefs), the pattern usually points somewhere you can go and earn a mention. Start with the free AI visibility check to see who currently wins your category's answers, then decide where to close the gap first.