Best Tools to Find AI Citation Opportunities

You searched your own category in ChatGPT last week, saw a competitor cited instead of you, and felt that quiet jolt. That is the moment most teams start looking for a way to find AI citation opportunities before the window closes.

Here is the good news. You do not need a bigger team to fix this. You need a tool that shows you the exact prompts where you could realistically win a citation but currently do not, ranked so you know what to work on first.

The catch is that most tools promise to show you where to win AI citations but do something narrower, and the labels blur together. So before the list, let's get clear on what a real aeo opportunity finder actually does, then look at the tools that deliver it.

What "finding AI citation opportunities" actually means

Three different jobs get sold under the same banner. Naming them is the fastest way to stop overpaying for the wrong one.

Opportunity discovery. This is forward-looking. The tool suggests prompts you are not tracking yet, scores them by how winnable they are, and ideally hands the winning prompt to a writer or a brief. This is the true opportunity finder, and it is the rarest capability in the category.

Gap reporting. This is retrospective. For prompts you already track, the tool shows whether you are missing from the answer, by how much, and which competitors are cited instead. That makes it a solid prompt gap analysis tool, but it only describes what already happened.

Auditing and alerting. This is passive. A scheduled check tells you your mention rate moved or a tracked prompt changed. It keeps you informed. It does not tell you where to go next.

Most dashboards live in the second and third buckets. A real aeo opportunity finder lives in the first. Keep that distinction in your pocket as you read, because it is the single biggest source of buyer confusion here.

How we picked these tools

Every honest roundup needs stated criteria, so here are ours.

• Opportunity discovery strength. Does the tool surface winnable prompts you have not thought of, with a signal for how winnable they are?
• Coverage breadth. How many engines, languages, and countries, and how often does it refresh?
• Gap reporting depth. Per-prompt mention rate, citation rate, source URLs, and competitor breakdown.
• Closed-loop content path. Does the tool stop at insight, or does it feed research, drafting, and publishing?
• Honesty of limitations. One real limitation per tool, no puffery.

One gentle warning before you shop. The cheapest tier on most tools is not enough to break into AI answers. A 15-prompt cap refreshed weekly tells you almost nothing about a category with thousands of prompts. When you see a tempting floor price, check what you actually get for it.

The tools at a glance

Pricing is monthly unless noted. Peec AI prices are in euros; the rest are in dollars. Now let's look at each one.

1. DeepSmith

Best for: marketing leads and content teams who want one platform that both finds the AI citation opportunities for their own brand and produces the publish-ready articles that close them.

DeepSmith is the reason we lead with the discovery-versus-reporting distinction, because it is one of the few tools that treats discovery as the main job and then closes the loop. Its tagline says it plainly: one platform for AI search analytics and content production. From the same data, it tracks where you show up in AI answers, finds the winnable gaps, and produces the on-brand content to close them.

The discovery layer is where it earns the top spot. Discover Prompts generates a starter set of prompts from your product, persona, and buyer-stage context, surfacing questions you had not thought to track. Discover Topics surfaces high-opportunity keyword clusters you are not covering yet, sourced from your own site, a competitor's, or Search Console. Remix turns a competitor page that is winning into ready-to-use idea titles. Everything drops into an always-stocked Idea Bank, so a found opportunity becomes a planned article instead of a note you lose.

On the measurement side, you define the questions that matter, and the platform checks them on a schedule. You get mention rate, citation rate, and share of voice, a per-platform breakdown, a competitor leaderboard, the pages AI actually cites, and which competitor pages win your prompts. That is the gap-reporting depth other tools stop at, and here it feeds the writing program.

The production side is what makes it a closed loop rather than a report. The Writer turns one planned idea into a finished, brand-grounded article with internal and external links, a cover image, and publish-ready metadata. Autowrite can run hands-off and publish on a schedule, or you can review and publish from Produced Content. The output is meant to be publish-ready, not a first draft to rescue.

Engines rise by tier: Pro covers ChatGPT, Grow adds Perplexity, Scale adds Gemini, and Enterprise covers all five named engines, which include Claude and Google AI Mode.

Pricing: Pro is $99/mo ($80/mo billed annually) for 20 articles and 50 tracked prompts. Grow is $199/mo ($160/mo annual). Scale is $399/mo ($299/mo annual). Enterprise is custom. There is a 7-day free trial with real data and real drafts before you pay, and no long-term contracts.

One honest limitation: discovery is undeniable inside DeepSmith, but the in-house writing program is the path that closes the gaps. If you only want a monitoring dashboard and never intend to produce content, you are paying for capacity you will not use. If you only want production and ignore the analytics feed, you underuse the discovery layer. It is strongest end to end. The trial exists to prove that fit before you commit.

2. Profound

Best for: mid-market and enterprise teams that need source-level citation analytics and integration-grade data plumbing.

Profound dominates gap reporting. Its Citations feature shows the actual URLs AI engines cite, the share each source holds, and the exact prompt and engine behind each one. Answer Engine Insights gives a clean mention, citation, and source breakdown per prompt. Its integration roster (Akamai, AWS, Cloudflare, Fastly, Vercel, WordPress, and more) plus SSO, SAML, and SOC 2 on Enterprise make it a fit for regulated buyers.

Pricing: Starter is $99/mo (annual billing) for 50 prompts on ChatGPT. Growth is $399/mo for 100 prompts across ChatGPT, Perplexity, and Google AI Overviews. Enterprise is custom and unlocks up to ten engines plus Prompt Volumes.

One honest limitation: Prompt Volumes, the most useful forward-looking feature, is gated to Enterprise, so mid-market buyers get a dashboard without a prioritization engine. Agencies cannot share one account across clients, and there is no native revenue attribution to connect a citation to a closed deal.

3. Otterly.AI

Best for: solo marketers, freelancers, and small teams that want a low-friction, monitoring-first dashboard.

Otterly is the gentlest on-ramp in the category. The floor is $29/mo, every paid tier includes unlimited seats, and the dashboard shows mention rate, citation rate, share of voice, and prompt-level breakdowns that a non-technical marketer can read at a glance. Engine add-ons for Google AI Mode, Gemini, and Claude are priced by tier.

Pricing: Lite is $29/mo for 15 prompts on four engines. Standard is $189/mo for 100 prompts. Premium is $489/mo for 400 prompts. Enterprise is custom.

One honest limitation: it is monitoring only. It does not surface prompts you have not thought to track, and it does not produce content to close gaps. The 15-prompt Lite cap is small for any real vertical, and refresh is weekly at standard settings, so a fast-moving competitor story can take days to show.

4. Scrunch

Best for: agencies and multi-location enterprises that need multi-brand visibility and an agent-delivery layer.

Scrunch sits where monitoring, source analysis, and AEO delivery meet. It offers broad engine coverage from the entry tier and a ladder up to nine engines on Enterprise, plus multi-brand seat math that suits agencies. Its Agent Experience Platform on Enterprise is designed to expose your structured content to AI agents, and a January 2026 Stacker partnership is closing the content gap directly.

Pricing: Core is $250/mo for 125 prompts on four engines and a single brand. Starter is $300/mo with seven engines and multi-brand support. Growth is $500/mo. Enterprise is custom.

One honest limitation: the prompt-trend feature is widely seen as too basic to be actionable, which is exactly the gap the Stacker partnership admits. Per-seat licensing adds up for agencies, credit consumption per engine confuses new users, and native export is limited.

5. Peec AI

Best for: European and multi-language teams that need clean used-vs-cited reporting by country and language.

Peec's signature is its used-vs-cited split, which separates whether your brand was merely mentioned or actually cited as a source. Multi-language and multi-country reporting comes on every plan, with brand alerts on prompt changes.

Pricing: Starter is EUR89/mo for 25 prompts on ChatGPT, Perplexity, and Google AI Overviews. Pro is EUR199/mo for 100 prompts. Enterprise is EUR499 and up. Claude, Gemini, DeepSeek, and Grok are add-ons.

One honest limitation: discovery is a backdrop, not the headline. Peec does not produce content to close gaps, and its forward-looking prompt suggestion is limited next to dedicated opportunity-discovery platforms.

6. Ahrefs Brand Radar

Best for: SEO teams already paying for Ahrefs who want an AI visibility layer built on a dataset and keyword vocabulary they already use.

Brand Radar tracks brand mentions and citations across seven engines, but its real draw is a research-grade dataset of more than 405 million search-backed prompts. For a team that wants to mine prompt-level demand at scale, that is a serious ideation surface, and it lives beside the keyword research you already run.

Pricing: a single index is $199/mo, all indexes are $699/mo, and add-on prompt checks run from $50/mo to $250/mo. A lighter entry pairs a $129/mo Ahrefs Lite plan with the Brand Radar add-on.

One honest limitation: it is a monitoring-plus-research layer, not a production pipeline. The dataset is excellent for ideation, but the platform does not write or publish, so you need to bring your own writing tool to close the loop.

7. Semrush AI Visibility

Best for: Semrush subscribers who want an AI visibility starter inside the suite they already pay for.

If you already live in Semrush, this is the low-commitment way to begin. A free snapshot compares your brand against up to five competitors across ChatGPT, Google AI Mode, and Gemini, and a paid tier adds ongoing tracking from $99/mo.

Pricing: free snapshot; paid from $99/mo. Higher-tier pricing is not publicly published.

One honest limitation: it is a monitoring-plus-research layer. Pricing beyond the entry point is opaque, and the platform does not generate content to close gaps.

8. Writesonic GEO

Best for: teams that want prompt-prioritized actions inside a structured workflow.

Writesonic's GEO product pairs mention and citation reporting with an Action Center that ranks opportunities by visibility and citation impact. That ranking is the forward-looking piece, and it is the reason to consider it as a prompt gap analysis tool rather than a plain tracker.

Pricing: Starter is $79/mo for 50 prompts on ChatGPT, Gemini, and Google AI Overviews. Basic is $199/mo, Growth is $399/mo, and Enterprise is custom with ten platforms.

One honest limitation: the Action Center is throttled to a trial version on lower tiers and only opens up on Growth and Enterprise. Like most of the category, it does not produce articles in-app, so a closed loop still needs a separate writing tool.

9. AthenaHQ

Best for: teams that want a citation-probability score attached to every prompt and page.

Athena is the clearest example of prediction in this list. Its Athena Citation Engine estimates the probability of being cited for a given prompt and page, which is a genuine forward-looking signal. A Gap Finder compares your coverage against competitors, an Action Center prioritizes the work, and Shopify plus GA4 attribution ties citations to revenue.

Pricing: the base subscription is $295/mo and combines subscription plus credits across ChatGPT, Gemini, Claude, and Perplexity. Enterprise unlocks the full citation engine and global tracking at custom pricing.

One honest limitation: enterprise pricing is opaque, and a probability is a model prediction, not a guarantee. It is not a content production engine on its own.

10. Goodie AI

Best for: large enterprises that need agentic commerce and outreach automation layered on top of AEO.

Goodie bundles AI visibility monitoring, an optimization hub, an AEO Writer, and an Outreach Agent, with broad engine coverage that even reaches Amazon Rufus. A free AI Search Assessment gives you a diagnostic before any conversation.

Pricing: free assessment; the platform tier is enterprise-only and in closed beta, so pricing comes through sales.

One honest limitation: it is enterprise-only and gated behind a closed beta with undisclosed pricing. Smaller teams cannot self-serve their way in.

11. Knowatoa

Best for: solo SEOs and very small teams that want the cheapest entry into AI visibility data.

Knowatoa keeps it simple and affordable: per-engine visibility on your tracked questions, plus benchmarking against named competitors, starting at $59/mo for 30 questions on three engines. Growth at $199/mo opens up seven engines.

One honest limitation: it does not run automated prompt discovery, and it has no built-in way to close the gaps it surfaces. The Starter tier is a fine first look, not a full program.

12. LLMrefs

Best for: teams that want broad engine coverage and Reddit-as-source discovery on a single flat plan.

LLMrefs offers one all-in plan at $79/mo for 500 prompts across nine engines, including Claude, Grok, Copilot, Meta AI, and DeepSeek. Its Reddit Threads Finder and Query Fan-Out Generator give it a discovery angle that makes it more than a tracker, so it can act as an ai citation gap tool on a tight budget.

One honest limitation: the flat single tier is simple, but it does not produce content, and the highest-volume use cases will outgrow the one plan without a clear upgrade path.

13. SE Ranking

Best for: teams already on SE Ranking who want a low-friction add-on rather than a new platform.

SE Ranking's AI Results Tracker layers AI Overviews and AI Mode tracking into the dashboard you already use, with an add-on that starts around $52/mo on annual billing. A standalone SE Visible entry runs $189/mo.

One honest limitation: engine breadth is narrower than most peers right now, with Perplexity, Gemini, and Claude still listed as incoming and ChatGPT support limited. It does not produce content to close gaps.

14. Bluefish AI

Best for: brand-side marketers who prioritize crisis response, hallucination detection, and brand safety over raw prompt discovery.

Bluefish leans into protection. Its Impact Score, Influence Rank, AI Brand Vault, hallucination flagging on brand claims, and real-time alerts are built for teams whose first worry is how AI describes them, not just whether they are cited.

Pricing: starts around $99 to $299/mo per seat, with Growth and Pro tiers roughly $299 to $799/mo and enterprise contracts in the five to six figures annually.

One honest limitation: pricing is inconsistent across sources, which makes budgeting harder. The focus is brand safety more than forward-looking discovery, so a team hunting for a deep opportunity engine will find it complementary rather than central.

Why format matters once you find the opportunity

Finding the prompt is half the job. Winning the citation comes down to format. AI engines retrieve passages, not whole pages, so cited content answers one question at a time in a way an engine can lift cleanly.

A few formats do this reliably: comparison posts that match "best X for Y" prompts, product and comparison pages heavy on structured specs, step-by-step guides with a direct answer near the top, and original data reports with named methodology. Each works because it meets three conditions AI looks for: extractability, query relevance, and trust with freshness.

How to choose the right tool for you

Not sure where to start? Start with the job you actually have, not the longest feature list. Here is the honest version, competitors included.

Pick Profound if your main problem is source-level citation analytics and enterprise integrations, you have a large prompt budget, and you do not need in-platform production.

Pick Otterly.AI if you want the cheapest monitoring baseline for a small brand, you have 15 to 50 prompts to track, and you are fine with weekly refresh and no discovery.

Pick Scrunch if you are an agency running multiple client brands and want the broadest entry-tier engine list plus agent delivery.

Pick Ahrefs Brand Radar if you are already on Ahrefs and want a huge search-backed prompt dataset to power ideation.

Pick AthenaHQ if you need a citation-probability score per prompt and page plus revenue attribution to prove the program to leadership.

Pick Writesonic GEO if you want a structured Action Center to rank opportunities and are willing to add a separate writing tool.

Pick DeepSmith if you want opportunity discovery and publish-ready production in one platform, grounded in your own brand context, with a 7-day trial and no long-term contract.

Notice the pattern. Most tools tell you where to win AI citations. Fewer go further than an ai citation gap tool and help you win them. If your real bottleneck is the gap between "I found the opportunity" and "I published the page," you want the tool that carries you across it, not just up to the edge.

Ready to find and close your first gaps?

You do not have to solve AEO all at once. You just need to see the prompts where you could win, and then write the one page that wins the first one. Start there, this week.

DeepSmith gives you both in one place: the discovery layer that surfaces winnable prompts and the production engine that turns them into publish-ready articles. You can see real data and real drafts before you pay. Start your free trial and find your first opportunity today.