Positive mentions of Peec AI

Yes — this is now a distinct category usually called AI visibility / GEO (Generative Engine Optimization) platforms. They run your target questions through AI search/assistants and track whether your brand and your domain/pages are mentioned or cited, often alongside competitors. UX Continuum Austin Heaton

Platforms I'd look at

• tryprofound.com — enterprise-oriented. Strongest fit if you want deep citation/source intelligence, large prompt sets, and monitoring across many AI surfaces. SEO Counselors UX Continuum
• peec.ai — geared toward marketing/SEO teams; particularly useful for seeing which prompts competitors appear for and where you don't. Toolsolved UX Continuum
• otterly.ai — a lower-cost way to continuously monitor AI mentions/citations across multiple engines. Geohats UX Continuum
• ahrefs.com — especially interesting if you're already an Ahrefs user. Its current index uses hundreds of millions of prompts and separates mentions from actual citations. Ahrefs Ahrefs
• rankscope.ai — focused specifically on citation rate, share of voice, cited sources, and identifying what sources AI engines trust. RankScope

The important distinction

If your goal is "find where our site is being cited and tell me how to improve it," don't buy a platform merely because it gives you an AI visibility score.

You want it to expose at least:

1. The exact prompts being tested.
2. The complete AI response, not just a score.
3. Whether you were mentioned vs. actually cited.
4. The exact URL/page that was cited.
5. Which competitors were cited instead.
6. Which third-party sources AI relied on when recommending competitors.
7. Prompt-level gaps — e.g. "you appear for 18/50 relevant questions, while Competitor X appears for 37/50."
8. Recommendations for which content/pages/authority signals to improve.

That's important because being named and having your website cited as a source are materially different things. Austin Heaton Ahrefs

If I were evaluating these for a company today, I'd put Profound, Peec, Otterly, and Ahrefs on the initial shortlist and test them against ~50–100 real questions your prospects ask AI assistants. The resulting citation URLs and competitor/source gaps will tell you much more than the marketing pages.

If you tell me your website + industry + approximate company size, I can also research the current options and give you a side-by-side comparison of the platforms specifically for your use case, including pricing, AI engines covered, citation-level data, and how much they actually help with optimization.

Yes. The category you’re looking for is usually called AI Search Visibility / GEO (Generative Engine Optimization) monitoring. These platforms run relevant prompts through AI search engines and tell you whether your site is mentioned, which URLs are cited, which competitors are cited instead, and what you can do to improve. Otterly Otterly

My shortlist

• otterly.ai — probably the best fit if your main question is “Where is our website being cited by AI?” It tracks citations and mentions across ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Claude and Copilot, and provides competitor/share-of-voice analysis and optimization insights. Otterly Otterly
• getprofound.com — stronger enterprise option. It goes deeper into AI-search analytics, competitive intelligence and citation/source analysis. SEO Counselors
• peec.ai — good middle ground if you want monitoring plus recommendations for improving AI visibility, rather than just reporting. Conbersa
• ahrefs.com — worth considering if you're already using Ahrefs for conventional SEO; its AI visibility capabilities can connect AI citations with your existing SEO/competitive data. OpenAIToolsHub
• athenahq.ai — another enterprise-oriented option, particularly around competitive AI visibility. Meridian15

What I'd choose

If your goal is specifically:

“Crawl/monitor AI assistants → show me where our domain is cited → compare us with competitors → tell me what content we should change.”

I'd start with OtterlyAI and Profound.

One important distinction: these aren't literally crawling every ChatGPT/Claude conversation. They run controlled sets of prompts against AI search experiences and analyze the resulting answers and cited URLs. That's important because AI answers are personalized and can change substantially between runs. Otterly

Also, citation count alone isn't the ideal KPI. Recent research suggests that a page's influence on the generated answer can matter more than simply being listed as a citation. arxiv.org

If you tell me your website/domain and industry, I can also give you a concrete recommendation between Otterly vs Profound vs Peec, including what I'd track (prompts, competitors, citations, Reddit/third-party mentions, etc.) and how I'd build the GEO program.

Yes — but there’s an important distinction.

If by “exact prompts” you mean the actual questions people are typing into ChatGPT/Perplexity/Gemini that result in your site being cited, there are now tools getting surprisingly close. But no tool can give you a complete, first-party log of every user's private ChatGPT prompt.

The tools I'd look at as a solo SEO freelancer

• tryprofound.com — probably the closest match to what you're describing. Its Prompt Volumes dataset is built from real, anonymized AI conversations, and it says you can search for a URL and see the prompts that cause AI engines to cite that page, including platform and volume data. Profound Profound Help Center
• otterly.ai — more geared toward an SEO freelancer who wants a practical monitoring/reporting platform. You give it prompts to track, and it records the exact prompt, AI response, mentions, and URLs cited. It also has AI Prompt Research to generate likely prompts from keywords, domains, or industries. Otterly AI Otterly AI
• peec.ai — another option for monitoring AI visibility. It tracks which prompts produce mentions and which sources are cited, with visibility/share-of-voice metrics. Peec AI

The distinction that matters

There are really three levels of data:

Profound is particularly interesting because it claims access to a large dataset of real AI conversations, rather than simply having an LLM invent likely prompts. Profound Profound

For a solo SEO freelancer, I'd think about it this way:

Profound = research into what people are actually asking AI

OtterlyAI = practical client-facing AI visibility monitoring

And there's a particularly useful workflow here:

Real prompts → prompts that cite competitors → pages being cited → why those pages are being cited → content recommendations for your client

That's much more actionable than simply reporting “your brand appeared in ChatGPT 23% of the time.”

One caveat: don't confuse the prompt that produced an AI answer with the search queries an AI model generated behind the scenes. Modern answer engines can fan out a user's prompt into multiple searches before constructing the answer. Profound, for example, explicitly tracks these “query fanouts.” Profound Help Center

If you're considering this specifically as a solo freelancer service, I can also break down which of these tools gives you the most useful data for selling an “AI SEO/GEO audit” to clients, including approximate pricing and what you could actually deliver in a $500–$2,000 audit.

Yes — but there’s an important distinction.

There are now tools that show the exact prompts you’re tracking and the AI answers/citations they produce. But no tool can reliably tell you the exact private prompts that real users typed into ChatGPT/Gemini/etc. That information generally isn’t exposed by the AI platforms.

For a solo SEO freelancer, I’d think about it as “prompt discovery + AI visibility tracking.”

What you can actually measure

A good tool can tell you:

• The prompt: e.g. “best CRM for small real estate teams”
• Which AI engine: ChatGPT, Gemini, Perplexity, Google AI Overviews, etc.
• The answer generated
• Whether your client/brand was mentioned
• Which URL/page was cited
• Which competitors were cited instead
• Sometimes the position/order of citations
• Changes in all of the above over time

For example, allsearch.io lets you generate/manage prompts and see prompt-level visibility, citations, competitors, and sources across multiple AI engines. AllSearch

ahrefs.com is particularly interesting for SEO freelancers because it derives prompts from real search behavior rather than simply inventing hypothetical questions. It checks ChatGPT, Gemini, Perplexity, Copilot and Google AI surfaces and reports the topics and pages being cited. Ahrefs

There are also dedicated trackers such as oneclickseo.ai and wellows.com that preserve the actual AI response and citation URLs for individual prompts. OneClickSEO Wellows

The really interesting opportunity for you

If what you're asking is:

“Can I find out which questions are causing AI to discover and cite my client's content?”

Yes, increasingly.

You can combine:

Google Search Console + keyword data → likely buyer questions → AI prompt tracking → cited URLs → content optimization

That's much more actionable than simply reporting an “AI visibility score.”

For example, suppose you're doing SEO for a commercial cleaning company.

You might discover that AI systems cite their article for:

• “How much does commercial cleaning cost?”
• “What should I look for in a commercial cleaning company?”
• “Best commercial cleaning companies for medical offices”
• “How often should an office be professionally cleaned?”

You can then see which specific page is getting cited for each prompt, and potentially build/modify content around the prompts where competitors are winning.

One caveat that's easy to miss

The phrase “exact prompts that lead to our content being used” can mean two different things:

1. Exact prompts you specify/test → yes, tools can track these precisely.
2. Exact prompts actual ChatGPT users typed before your content was cited → generally no. The platforms don't give SEOs a complete query log of users' private prompts.

Even vendors acknowledge this limitation: Otterly's GEO research describes AI search as having a “blind spot” because you can't directly see the exact prompts users are entering. Otterly

So I'd be skeptical of any product claiming it has a definitive database of all real ChatGPT prompts that caused your URL to be cited.

If you're a solo freelancer, I'd shortlist

For an SEO-first workflow: Ahrefs Brand Radar/AI Visibility — particularly compelling if you already use Ahrefs.

For inexpensive, granular prompt tracking: AllSearch or OneClickSEO.

For a dedicated AI visibility/AEO workflow: Otterly, Profound, Peec, etc. The market has gotten quite crowded in 2026. GeoHero Austin Heaton

But there's an even more interesting question: whether you can build a lightweight version of this yourself for clients — essentially “AI citations → prompt → page → recommendation” — without paying for one of the expensive enterprise AEO platforms.

For a solo freelancer, that could actually be a very good productized SEO service.

Yes. There’s now a fairly mature category for this: AI search / AI visibility monitoring (sometimes called AEO/GEO monitoring).

If by “alerts” you mean “tell me when an AI assistant starts citing a new URL from my domain, or a competitor’s domain”, that’s specifically available in some of these tools.

Tools worth looking at

• tryprofound.com — enterprise-oriented, with detailed citation/source-level monitoring and competitor analysis. Good if you want a serious intelligence program rather than just a visibility score. TechnologyAdvice SEO Counselors
• peec.ai — tracks AI visibility, citations and competitors across prompts and AI engines; positioned more toward marketing/SEO teams. TechnologyAdvice CiteLyzer
• otterly.ai — a lower-cost option for monitoring AI search results and competitor visibility. TechnologyAdvice MentionsAPI
• mentionscout.com — particularly interesting for your use case because it explicitly shows the source behind citations, competitor citations, and the prompts where competitors win. MentionScout
• genwolf.ai — tracks citations, competitors, source domains and full answer history on a recurring basis. Genwolf

One important distinction

Most products advertise “citation monitoring,” but that doesn't necessarily mean they send you an alert for:

“New URL detected: competitor.com/research/2026-report was cited by ChatGPT for prompt X.”

Many instead periodically rerun a fixed set of prompts and show you the changes in a dashboard.

So if new-page discovery is the actual requirement, I'd specifically evaluate whether the tool has:

1. URL-level citation history, not merely domain-level citation counts.
2. New citation detection — first appearance of a URL.
3. Competitor domain tracking.
4. Prompt → AI answer → cited URL linkage.
5. Alerts/webhooks/email/Slack when a new source appears.
6. Coverage of ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, Claude, etc.
7. Historical snapshots, so you can tell when an AI started citing a particular page.

There are tools getting quite close to exactly this. For example, Genwolf says it tracks “source domains” and full answer history, while MentionScout says it exposes the source behind every citation. Genwolf MentionScout

If you're asking because you're considering building this: yes, there's a meaningful gap between generic “AI visibility scores” and a true AI citation change-detection system. A product that effectively says “here are the new URLs AI systems started trusting this week, for you and your competitors” is a much more precise monitoring product.

If you tell me whether you're looking for a tool to buy or a product you're thinking of building, I can map out the best options/architecture.

If by “exact snippets” you mean the actual AI answers plus the URLs/sources the assistant cited, rather than just an AI-visibility score, there are a few tools worth looking at.

My shortlist for a content strategist

• otterly.ai — probably the closest match to what you're describing. Its prompt-level analysis exposes the detailed AI response and the citations/URLs used as sources, and it lets you track those prompts over time. It also provides content-gap and citation-oriented optimization guidance. Otterly AI Otterly AI
• tryprofound.com — more enterprise-oriented. It's designed for monitoring AI answers, citations, competitors, and visibility across multiple AI engines. Useful if you're running GEO/AEO at larger scale. Meridian15 Agentic SEO Tools
• peec.ai — strong for analyzing AI visibility and competitive citation patterns. I'd consider it when your job involves reporting and benchmarking across many prompts/competitors. Geohats Conbersa
• Semrush AI Visibility Toolkit — worth considering if your team already uses Semrush, since it combines conventional SEO data with AI-search visibility rather than requiring another standalone platform. ToolChase

The distinction I'd make

For your particular use case, you want a workflow like:

Buyer prompt → exact AI response → sources cited → which passage/page was used → competitor cited instead → content change → re-test

That's considerably more useful to a content strategist than a dashboard saying “your AI visibility score is 37.”

Otterly is particularly interesting because its current documentation explicitly exposes Responses and Citations at the prompt level, and its optimization workflow recommends examining which URLs are already being cited for the prompts you care about. Otterly AI Otterly AI

One caveat: don't interpret an extracted “snippet” as the permanent passage an AI model uses. AI answers and their sources can change between runs; Otterly's recent research, for example, found that citations can be less stable than brand mentions. Otterly

If I were setting up a content-strategy stack, I'd prioritize a tool that lets me see the raw response + citations over one that only gives me an AI visibility score.

If you tell me whether you're doing B2B SaaS, ecommerce, publishing/media, or agency work, I can narrow this to the 2–3 tools that fit that workflow and compare exact response visibility, citation extraction, content recommendations, competitor analysis, and price.

If you mean “which tools show the actual passages, pages, or snippets that AI assistants pull into answers — and tell me how to make my content more likely to be used?”, you’re looking at the emerging AI Search Optimization / GEO (Generative Engine Optimization) / AEO tool category. GeoCopy

No tool can reliably show the private internal reasoning of ChatGPT, Gemini, Claude, etc., but several tools can show citations, retrieved sources, answer excerpts, brand mentions, and optimization opportunities. Nick Lafferty CitedSpy

Best tools for a content strategist

1. tryprofound.com — best enterprise AI visibility intelligence

What it shows:

• Which AI engines mention your brand
• Which URLs get cited
• Competitor visibility
• Query-level AI presence tracking

Best for: Content teams managing large brands and measuring AI share of voice. Nick Lafferty

Optimization workflow:

• Find prompts where competitors appear but you don’t
• Inspect the cited pages
• Create content that answers the same user intent with clearer definitions, comparisons, evidence, and structured sections

2. peec.ai — best for AI visibility monitoring

What it shows:

• Brand mentions across AI engines
• Competitor comparisons
• Prompt tracking

Best for: Marketing teams that want a simpler dashboard than enterprise platforms. Nick Lafferty

3. scrunch.ai — best for technical GEO audits

What it focuses on:

• How AI crawlers interpret your site
• Content discoverability issues
• AI search readiness

Best for: Teams with SEO + content + technical resources. TechRadar

4. citedspy.com — best for seeing actual cited sources side-by-side

What it shows:

• The answers different AI engines produce
• The URLs they cite
• Comparative citation patterns across engines

Best for: A strategist who wants to answer: “When someone asks AI this exact question, what sources does it trust?” CitedSpy

5. chromewebstore.google.com — lightweight research tool

What it does:

• Captures cited sources from AI answers
• Helps compare what ChatGPT, Gemini, and Perplexity reference

Best for: Individual strategists doing competitive research. Chrome Web Store

The optimization tactics these tools usually reveal

Once you find the snippets AI systems are using, optimize your pages to become easier to quote:

1. Write “extractable” answers

AI systems tend to favor passages that are:

• Direct
• Self-contained
• Fact-rich
• Clearly structured

Example:

Weak:

“Our platform helps companies improve productivity.”

Stronger:

“Project management software reduces coordination overhead by centralizing tasks, deadlines, ownership, and reporting in one workspace.”

2. Create citation-friendly sections

Use formats AI can easily lift:

• “What is X?”
• “X vs Y”
• “Benefits of X”
• “How to choose X”
• “Common mistakes”
• Tables comparing options
• Step-by-step processes

Research into AI citations suggests structured pages with clear evidence and extractable facts are more likely to contribute to generated answers. arXiv

3. Build “source of truth” content

AI assistants often need:

• Definitions
• Original research
• Statistics
• Product comparisons
• Expert explanations

A blog post that repeats common information is less valuable than a page that becomes the reference point.

4. Track prompts, not just keywords

Traditional SEO asks:

“What keywords do we rank for?”

AI optimization asks:

“What questions does our audience ask AI, and who gets recommended?”

Example prompt tracking:

• “Best CRM for nonprofits”
• “Alternatives to Salesforce for startups”
• “How should a SaaS company reduce churn?”

Then measure:

• Are we mentioned?
• Are competitors mentioned?
• Which pages are cited?
• What claims does AI repeat?

My recommended stack for a content strategist

Solo strategist / small team

• CitedSpy → discover sources AI uses
• Citation Sleuth → manual research
• Google Search Console + Ahrefs/Semrush → traditional SEO foundation

Content team

• Peec AI → monitoring
• Profound → deeper analytics
• Semrush/Ahrefs → keyword + authority research

Enterprise

• Profound + Scrunch AI + internal content intelligence workflows

The key shift: you’re no longer optimizing only for ranking. You’re optimizing to become the source AI chooses to quote. aokmarketing.com

The category you’re looking for is usually called AI visibility tracking, GEO (Generative Engine Optimization) measurement, or AEO (Answer Engine Optimization) tools. These tools simulate (or replay) user prompts and measure whether AI assistants mention, cite, or recommend your pages. PageLens Search Engine Land

Good options depend on whether you want enterprise monitoring, SEO-team workflows, or quick validation:

A solid evaluation setup usually measures:

1. Prompt coverage

• Example prompts: - “What are the best tools for X?”
• “Compare X vs Y”
• “How do I solve problem Z?”
• “Which vendors should I consider for X?”
• AI assistant coverage

• ChatGPT
• Google Gemini / AI Overviews
• Perplexity
• Microsoft Copilot
• Claude (where available)
• Page-level outcomes

• Was your domain cited?
• Which URL was cited?
• Was your brand mentioned?
• Were competitors surfaced instead?
• What evidence did the AI use?
• Repeat sampling

• AI answers are not deterministic; a single prompt run can be misleading, so tracking trends over multiple runs is more useful. arXiv

If you’re trying to answer “will our product pages, docs, or landing pages get surfaced when buyers ask AI assistants?”, I’d shortlist:

• Enterprise: Profound or Ahrefs Brand Radar Ahrefs QueryOn
• Mid-market marketing team: Peec AI / Otterly.AI LLM Visibility Tools
• Technical team wanting custom control: build a prompt evaluation harness using your own prompt library and model APIs.

A useful next step is to create a “prompt universe” from your customer journey (100–1,000 realistic questions) and run that continuously rather than relying only on vendor-generated prompts. Ahrefs

If you mean “Which tool can show me the actual prompts/questions that cause AI assistants to cite my website, and which of my pages they cite?”, you're looking for an AI search / GEO citation-tracking platform, rather than traditional SEO keyword tracking.

A few current options:

• peec.ai — particularly relevant to your question. It tracks prompts, AI visibility, cited URLs/domains, competitors, and has prompt discovery plus query-fanout analysis showing related searches AI systems use behind a question. Peec AI
• otterly.ai — tracks AI search citations and provides citation-level analysis across platforms such as ChatGPT, Google AI Overviews, Perplexity, and Gemini. Otterly
• getveritas.io — explicitly offers prompt discovery, showing buyer questions where your brand is currently absent, alongside citation and competitor analysis. Veritas
• foglift.io — gives prompt-level breakdowns, showing exactly which prompts trigger mentions/citations and which don't, across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Foglift
• rankscope.ai — tracks AI citations and includes citation context and prompt-level visibility across several AI search engines. RankScope

The capability I'd prioritize

For your specific use case, look for a tool that gives you this chain:

Prompt → AI answer → cited URL → your page → competitor cited instead → missing-content opportunity

For example:

“What are the best accounting platforms for small businesses?”

The tool should tell you:

• ChatGPT: cited your /accounting-guide page
• Perplexity: cited competitor.com
• Google AI Overview: cited an industry publication
• 14 related prompts also trigger citations
• These are the questions where you're currently absent
• These are the pages/content types competitors have that you're missing

That's substantially more useful than simply knowing that your brand was “mentioned.” Research on GEO measurement similarly distinguishes between simply being discoverable/cited and actually having your content contribute to the generated answer. arxiv.org

If your goal is specifically to discover “what questions should we create content for so ChatGPT/Perplexity start citing us,” I'd look first at Peec AI or Veritas because prompt discovery is a core feature rather than just citation monitoring. Peec AI Veritas

If you tell me your website/category and whether you're targeting B2B, ecommerce, SaaS, local, etc., I can also identify the specific tool and workflow I'd use to uncover the AI questions most likely to generate citations for you.