ChatGPT answers, unedited

Yes. What you’re looking for is generally called AI visibility / AI search monitoring: software that repeatedly tests a defined set of prompts against AI assistants, records whether/how your brand appears, and lets you see trends and changes over time.

My shortlist:

• tryprofound.com — best for enterprise. Strongest choice if you want serious historical analytics, competitor benchmarking, citation/source analysis, and broad coverage across AI answer engines. Current comparisons put it at the enterprise/deep-analytics end of the market. AI Visibility Software Baarely
• peec.ai — best balance of analytics and price. Particularly good for tracking brand visibility and competitors over time across multiple AI engines. It's a good fit if your primary question is, “Are AI assistants mentioning us more or less than our competitors?” Baarely MentionsAPI
• otterly.ai — best inexpensive starting point. It monitors several major AI surfaces and provides ongoing tracking; published pricing starts around $29/month. Good for proving the value of monitoring before moving to a larger platform. Baarely Marqeable
• scrunchai.com — good if monitoring needs to connect to GEO/content work. It combines visibility monitoring with an “agent experience” layer, so it's more than a pure dashboard. Baarely Siftly
• ahrefs.com — worth considering if you already use Ahrefs. It brings AI-answer monitoring into an existing SEO/competitive-intelligence workflow rather than adding another standalone platform. Marqeable

For your specific requirement

I'd narrow it to Profound vs. Peec.

The important distinction is that you don't merely want a “visibility score.” You want the ability to establish a baseline and detect statistically/operationally meaningful spikes, for example:

Brand mentions across tracked ChatGPT prompts: 4.2% → 5.1% → 11.8% spike

Then drill into:

• Which prompts caused the spike
• Which AI assistant produced it
• Which products/brands were mentioned alongside yours
• Whether the mention was positive, neutral, or negative
• Which websites/sources the assistant cited
• Whether the spike was temporary or persisted
• Alerts when mention/share-of-voice crosses a threshold
• Historical data you can correlate with PR launches, campaigns, product releases, etc.

One caveat: these platforms generally measure controlled/repeated prompt sets, not every organic conversation happening inside ChatGPT. So “brand mentions spiked” normally means mentions in the monitored AI-answer sample rather than a census of all ChatGPT conversations. Siftly MentionsAPI

My recommendation: if you're a larger brand with an analytics/marketing team, demo Profound and Peec side-by-side and specifically ask each vendor to demonstrate historical trend data + anomaly/spike alerts, rather than accepting a generic AI-visibility demo. For a smaller team, start with Otterly and see whether its data is sufficient before paying enterprise prices.

Yes. What you’re looking for is usually called AI visibility / LLM brand monitoring: software that repeatedly tests prompts against AI assistants, records whether your brand appears, builds historical trends, and alerts you when visibility changes.

My shortlist

The category has matured considerably in 2026; independent comparisons consistently put Profound, Peec, and Otterly among the leading dedicated platforms. www.conbersa.aiwww.siftly.airankeo.io

What I'd pick

For an enterprise brand: Profound. It is designed around large-scale AI-search monitoring and gives you source/citation-level intelligence in addition to basic mention tracking. geodocs.dev

For a marketing team wanting a good balance of depth and usability: Peec AI. It emphasizes multi-engine tracking, competitive visibility, and historical analytics. www.conbersa.ai

For a lower-cost starting point: Otterly.AI. Current comparisons put it around the ~$29/month entry level, making it attractive if you primarily need ongoing prompt monitoring rather than an enterprise intelligence platform. attrifast.com

If “tell me when something unusual happens” is the core requirement: Siftly is particularly interesting. It explicitly offers historical mention-rate trends, automated reports, and alerts when AI visibility shifts or a competitor surges. www.siftly.ai

If historical trend analysis is the most important requirement: Presenc AI is worth a serious look. It specifically tracks mention frequency by AI platform over daily, weekly, and monthly periods. presenc.ai

One important distinction

Don't buy a tool merely because it says it tracks “brand mentions.” For your use case, I'd require these five capabilities:

1. Prompt-level monitoring — see which questions caused the spike.
2. Historical time series — ideally daily/weekly data, not just the current snapshot.
3. Anomaly alerts — e.g. “brand mentions up 63% this week.”
4. Competitor benchmarking — distinguish a genuine brand spike from an overall increase in AI answers.
5. Raw response/citation evidence — see the actual AI answer and sources behind the measurement.

That last point matters: AI visibility tools generally work by repeatedly querying AI/search systems with a controlled prompt set, so “mentions increased” doesn't necessarily mean the total number of real-world users asking about your brand increased. rankeo.io

My practical recommendation: shortlist Profound, Peec AI, and Siftly, then run the same 50–100 high-value prompts through each for a few weeks. Compare not just their dashboards, but whether their alerting and historical data actually identify the spikes you care about.

If your key requirement is historical AI-brand-mention trends + alerts when mentions spike, I’d shortlist these:

My picks

1. Profound — best overall for your use case.
Its Answer Engine Insights tracks how often your brand appears, what AI says about it, citations, sentiment, and visibility/share-of-voice trends. Its current tooling also supports triggering alerts when visibility crosses a threshold. help.tryprofound.com

2. Peec AI — best if you want a clean marketing dashboard.
It tracks mention frequency over time, position, sentiment, and share of voice, with daily updates across major AI engines. peec.ai

3. Presenc AI — best if historical data is the priority.
Its historical-trend product explicitly tracks AI brand mentions across weeks, months, and quarters, including daily/weekly/monthly trends by assistant. presenc.ai

4. Surva AI — worth considering for monitoring-oriented teams.
Its current product aggregates brand mentions across multiple AI platforms and provides trend charts and discovery scans. www.surva.ai

One important distinction

I'd avoid choosing purely on "AI visibility score." For your use case, make sure the product can give you raw mention counts over time, not just a normalized score. You want an alert like:

"Brand mentions across ChatGPT + Gemini + Perplexity increased 73% week-over-week, primarily from these 14 prompts."

Then drill into which prompts caused the spike, what the assistants said, which competitors were co-mentioned, and which sources were cited.

If I were evaluating vendors, I'd start with Profound and Peec AI, then use Presenc AI as the comparison if historical trend depth is especially important. Profound also has a large real-user prompt dataset for identifying emerging questions, which is useful if you want to distinguish a genuine increase in AI demand from noise in your tracked prompts. www.tryprofound.com

Yes. What you’re looking for is usually called AI visibility / LLM monitoring / answer-engine monitoring: software that repeatedly runs relevant prompts against AI assistants, records whether your brand appears, and lets you spot changes over time.

My shortlist

Recent comparisons put Profound at the enterprise end, while Otterly is the more affordable option; Scrunch is particularly notable for alerting. technologyadvice.compressfit.ai

🥇 I'd start with Profound

Profound

It is the strongest choice if your actual question is "Is something materially changing in how AI assistants talk about our brand?" rather than simply "Does ChatGPT mention us?"

It tracks things such as:

• Brand presence/visibility over time
• Which prompts generate mentions
• Competitor share of voice
• Sentiment
• Citations/sources
• AI-engine differences
• Prompt/query demand
• AI crawler/agent behavior

It is currently positioned as an enterprise-oriented platform with plans starting around $99/month and higher tiers for more extensive monitoring. technologyadvice.com

🥈 Scrunch if alerts are the centerpiece

Scrunch

I'd investigate Scrunch if your requirement is specifically:

"Tell me when our AI presence suddenly changes, so someone can investigate."

Current comparisons highlight its near-real-time alerting and "Signals" functionality, alongside prompt tracking, citation analysis and competitive benchmarking. pressfit.aivisibrand.app

🥉 OtterlyAI for a cheaper starting point

OtterlyAI

Otterly is attractive if you want to get this running without buying an enterprise platform. Its monitoring runs configured prompts on a recurring basis and reports brand coverage, brand mentions, sentiment, citations and competitors. help.otterly.ai

Its current entry-level pricing is substantially below Profound's, making it a good way to establish whether AI-mention monitoring is useful to your organization before going deeper. technologyadvice.com

One important distinction

I'd avoid buying a tool solely because it says "brand monitoring." There are actually two different things you might want:

A. AI visibility monitoring

"When people ask AI assistants questions relevant to our business, how often does our brand appear?"

This is what Profound / Scrunch / Otterly / Peec are designed for.

B. AI mention-event monitoring

"Our brand normally gets ~50 AI mentions/week. Alert me if that suddenly becomes 100, or if sentiment turns sharply negative."

That second requirement is more like anomaly detection. Some newer tools explicitly offer threshold/webhook alerts—for example, Visibrand advertises alerts when visibility changes significantly or crosses a threshold, while Mentionary offers configurable alert rules and historical mention timelines. visibrand.app

For a marketing/PR team, my ranking would be: Profound → Scrunch → Otterly. If you tell me roughly your company size, number of brands/products, and whether you care about ChatGPT only or ChatGPT + Gemini + Claude + Perplexity, I can narrow this to 2–3 options and compare their current pricing/features.

Yes. The category you want is AI brand/LLM visibility monitoring—software that repeatedly runs a portfolio of prompts against AI assistants, records whether/how your brand appears, and alerts you when that changes.

My shortlist

My first three to evaluate:

1. Siftly — particularly good match for your exact requirement. It tracks mention rate over time, competitive benchmarks, sentiment/citations, and provides alerts when AI visibility shifts. It can also send alerts/reports to Slack, email, or webhooks. www.siftly.ai
2. Mentionary — strongest fit if “tell me when mentions suddenly spike” is the central requirement. It explicitly supports historical timelines and configurable alerts based on mention frequency, sentiment, platform, and query type. mentionary.ai
3. OtterlyAI — worth considering if you want something more SEO-oriented and relatively lightweight; it tracks AI-search visibility over time across several major engines. help.otterly.ai

One important distinction

I'd avoid buying a conventional social listening product solely for this. Brand24/Meltwater-style monitoring tells you when people are talking about your company on the web/social media; what you need is software that actually queries the AI assistants and measures their answers. slatehq.com

For your use case, I'd configure alerts around:

• Mention-rate spike: e.g. >50% increase vs. trailing 7/30-day baseline
• Sudden competitor displacement: competitor appears where you previously did
• Negative sentiment spike
• New product/brand mention
• Incorrect or outdated claim
• Citation/source change
• Platform-specific anomaly: e.g. mentions spike in ChatGPT but not Gemini

If you tell me roughly B2B vs. B2C, number of brands/products, and whether you need Slack/webhook integration, I can narrow this to the best 2–3 options and compare current pricing.

Yes. What you’re looking for is usually called AI visibility / LLM brand monitoring: software that repeatedly runs a defined set of prompts against AI assistants, records whether your brand appears, and lets you see changes over time and trigger alerts.

My shortlist

1. OtterlyAI — my first pick.
It explicitly tracks brand mentions, position, competitors and coverage over time across ChatGPT, Gemini, Perplexity, Copilot and Google's AI experiences. Its dashboard supports custom date ranges, making it particularly suited to answering “Did mentions of us suddenly increase?” otterly.ai

OtterlyAI

2. Siftly — strongest fit if alerts are the priority.
Its ChatGPT tracker records mention rate, answer position, share of voice, citations and sentiment over time, and specifically advertises alerts when visibility changes. siftly.aiotterly.ai

Siftly

3. Profound — best if you're a larger marketing/brand team.
It is positioned toward deeper enterprise analytics and strategic AI-search exposure rather than simply a lightweight mention tracker. Current comparisons put it among the strongest enterprise options. loudmink.ai

Profound

4. Peec AI — good for richer competitive analysis.
Worth considering if you care about why visibility is changing, competitor comparisons, and monitoring across markets/languages rather than just receiving an alert. loudmink.ai

Peec AI

For your specific requirement

I'd configure the system around prompt cohorts, rather than simply tracking your company name.

For example:

• “What are the best [category] tools?”
• “What companies compete with [competitor]?”
• “Which [category] platforms should a mid-market company consider?”
• “What are alternatives to [competitor]?”
• “[Your brand] vs [competitor]”
• High-intent prompts specific to your major product categories

Then track mention rate + position + sentiment + cited sources + share of voice weekly/daily. A useful alert would be something like:

🚨 AI brand spike: Your brand appeared in 42% of tracked ChatGPT answers this week vs. 27% last week (+15 pp).

That is much more actionable than a conventional Google Alert because it tells you whether AI recommendation behavior changed, not merely whether somebody published a webpage mentioning you.

My recommendation: start with OtterlyAI if you want the simplest monitoring dashboard, or Siftly if “alert me when ChatGPT mentions suddenly spike/drop” is the central requirement. For an enterprise PR/brand-intelligence program, I'd evaluate Profound alongside them. otterly.ai

Yes. What you’re looking for is usually called AI visibility / LLM brand monitoring: software that repeatedly runs relevant prompts against AI assistants, records whether/how your brand appears, builds historical trends, and alerts you when visibility changes.

My shortlist

Otterly is particularly close to your stated use case: its dashboard shows brand mentions and coverage over time, lets you compare competitors, and supports alerts when brand visibility changes. otterly.aiwww.conbersa.ai

Siftly is worth a serious look if by “spike” you mean “tell me immediately when something unusual happens.” It specifically advertises real-time alerts for visibility shifts, accuracy issues, and competitor surges, alongside historical mention trends. siftly.ai

Mentionary is another good fit if you want to operationalize alerts: it advertises custom alert rules plus Slack, email, and webhook notifications, with historical mention-frequency analytics. mentionary.ai

One important distinction

If you literally mean “the number of times AI assistants mention our brand suddenly increases”, rather than conventional web/social brand monitoring, I'd prioritize Otterly, Siftly, or Mentionary.

If you mean “how often does ChatGPT recommend us when users ask category/product questions?”, I'd prioritize Otterly, Peec, or Profound, because prompt-level share of voice, competitor comparisons, citations, and historical visibility are more useful than raw mention counts. Current comparisons also put Profound toward the enterprise end and Otterly toward the more accessible end of the market. www.conbersa.ai

My pick: start with Otterly for a marketing team; evaluate Siftly alongside it if real-time anomaly/brand-risk alerts are the primary requirement.

If you tell me your approximate monthly budget and whether you care about ChatGPT only or ChatGPT + Claude + Gemini + Perplexity, I can narrow this to 2–3 options and compare their current pricing/features.

Yes. If your specific requirement is “show me historical AI-assistant brand mentions and alert me when they spike”, I’d shortlist these:

My pick: Otterly

For your use case, Otterly looks like the cleanest fit. Its reporting explicitly tracks brand mentions over time, lets you compare yourself with competitors, and supports custom date ranges. Its API can also feed mention/visibility data into your own warehouse or BI stack and trigger workflows when coverage changes. otterly.ai

The important distinction is that these aren't conventional “Google Alerts for AI.” They generally run a defined portfolio of prompts against AI engines and record the resulting answers, allowing you to measure whether your brand appears, where it ranks, which competitors appear, and how that changes over time. slatehq.com

If “spike” is the key requirement

I'd evaluate vendors specifically on whether they can alert on:

• Absolute mention-volume spike — e.g. 20 → 100 mentions
• Visibility/share-of-voice spike — e.g. 8% → 18%
• Competitor displacement — competitor suddenly overtakes you
• Sentiment spike — sudden increase in negative descriptions
• Citation/source change — AI starts citing a new article, Reddit thread, or competitor page
• Prompt-level anomaly — your brand suddenly appears for prompts where it historically didn't

That last layer matters because raw mention counts can be misleading: AI responses themselves can change substantially from day to day, so you want the underlying prompts and responses rather than a single opaque “AI visibility score.” otterly.aiwww.reddit.com

If I were buying today: start with Otterly for a practical implementation, Profound if this is an enterprise brand-intelligence program, and Peec if competitive AI visibility is the primary objective.

Yes. For your specific need—historical trends + alerts when AI-assistant mentions of your brand spike—I’d shortlist these:

My recommendation

Start with OtterlyAI if you're primarily trying to answer:

“How often is our brand being mentioned by AI assistants, is that changing, and can we know when something unusual happens?”

It explicitly provides Brand Mentions, coverage over time, competitor comparisons, platform-level filtering, and custom historical ranges. It also monitors multiple AI engines rather than treating ChatGPT as the entire market. otterly.aigumshoe.ai

If you're an enterprise marketing/brand-intelligence team, I'd evaluate Profound alongside it. Recent comparisons consistently position Profound toward the enterprise end, while Otterly and Peec are more accessible. www.conbersa.ai

Gumshoe is particularly interesting if the question is not just “did mentions spike?” but “which AI models changed, and how?” It offers time-series trends and model-level visibility comparisons. gumshoe.ai

One important distinction

There are actually two kinds of “brand mentions” you may want to monitor:

1. Prompt-based AI visibility — e.g. repeatedly asking “What are the best X products?” and measuring whether your brand appears.
2. Organic/discovered AI mentions — detecting mentions occurring across AI/search ecosystems that aren't necessarily from your predefined prompt set.

Most AI-visibility platforms are strongest at #1. If your goal is true anomaly detection—“our brand suddenly went from 200 AI mentions/week to 600; tell me immediately”—I'd prioritize a platform with an API or configurable alerts rather than relying solely on a dashboard. Otterly, for example, says its public API exposes brand reports, prompts, citations and workspace data. otterly.aigumshoe.ai

If you tell me roughly how many brands/markets you need to monitor and whether you need Slack/email alerts, I can narrow this to the 2–3 best options and current pricing.

Yes. The category you want is generally called AI visibility / AI search monitoring (also AEO/GEO monitoring). These tools repeatedly run a defined set of buyer prompts through AI assistants, record whether your brand appears, and build historical visibility/share-of-voice trends. www.xseek.io

My shortlist

OtterlyAI would be my first demo. Its current dashboard explicitly provides brand-coverage-over-time, mention counts, competitor comparisons, historical ranges (14/30/60/90 days and custom), and monitoring across several AI engines. It also advertises alerts when brand mentions change. otterly.ai

If by "spike" you specifically mean "alert me when mentions jump 30% above the normal baseline", I'd ask vendors to demonstrate that exact workflow rather than assuming a generic visibility alert qualifies. Siftly, for example, says it alerts when AI visibility shifts, while Surva provides historical mention trends and captured response text. siftly.ai

One important distinction

There are actually two different monitoring jobs:

1. AI visibility monitoring: "How often does ChatGPT/Claude/Gemini mention our brand when prompted about our category?"

→ Otterly, Peec, Profound, Siftly.

2. AI-driven brand listening: "Something changed and AI assistants suddenly started talking about us more—tell me immediately, ideally with the responses and sentiment."

→ Look at Mentient as well. It combines AI-search visibility with broader web/social monitoring and advertises threshold-based alerts and crisis/spike detection. www.mentient.io

For your specific requirement, I'd shortlist Otterly + Siftly + Profound, then test them with the same 20–50 prompts and ask each to show a 90-day historical graph and configure a real spike alert. That will tell you much more than comparing feature lists.

Yes. What you’re looking for is usually called AI visibility / AEO monitoring: platforms repeatedly run a set of prompts against AI assistants, record whether/how your brand appears, and show trends over time.

My shortlist

Otterly is particularly explicit about “Brand Coverage Over Time”, competitor comparisons, custom date ranges, and monitoring prompts daily. otterly.aihelp.otterly.ai

For your specific requirement

I'd narrow it to Profound vs. Otterly vs. Peec.

• Choose Profound if this is a serious enterprise intelligence program and you want sophisticated competitive/market analysis.
• Choose Otterly if the primary requirement is “tell me when our AI mentions suddenly increase or decrease” without buying a huge platform. Its dashboard already exposes historical mention/coverage trends. otterly.ai
• Choose Peec if marketing wants a polished analytics layer for tracking visibility, competitors, prompts, and citations.

One important caveat: these platforms generally don't have access to everyone's private ChatGPT conversations. They measure AI visibility by repeatedly testing selected/discovered prompts and recording the resulting answers. Otterly, for example, describes its prompt monitoring as running tracked prompts daily across available AI search engines. otterly.aihelp.otterly.ai

So if by “mentions spike” you mean:

“Our brand normally appears in 8% of relevant AI answers, but suddenly it's appearing in 22% this week—alert me.”

then these are a good fit.

If you instead mean:

“Alert me whenever anywhere on the internet, including public AI-generated content, ChatGPT-related discussions, Reddit, news, etc., suddenly starts talking about our brand.”

then I'd look at a hybrid AI-visibility + traditional brand-monitoring stack, rather than an AEO tracker alone.

For most marketing teams, I'd start with Otterly for a proof of concept, and evaluate Profound if you need enterprise depth. baarely.com

Otterly

Yes. What you’re looking for is usually called AI visibility / AEO / GEO monitoring: software that repeatedly runs a set of prompts against AI assistants, records whether your brand appears, and shows changes over time.

My shortlist

Otterly explicitly provides brand-mention reporting over custom time ranges—including 14/30/60/90 days—and tracks mention/citation trends across multiple AI engines. otterly.ai

If spike alerts are the key requirement

I'd evaluate Profound, Peec, and Otterly first. The important distinction is that you don't just want a dashboard saying "your visibility is 18%." You want the system to detect something like:

Brand mentions +47% vs. trailing 30-day baseline
New mentions concentrated in ChatGPT
Topic: "best enterprise CRM"
New sources: G2, Reddit, Forbes
Competitor mentions unchanged

That lets your PR/GEO team investigate why the spike happened.

One particularly useful capability to look for is prompt-level history. A sudden overall increase can be misleading if your tracked prompts changed. Community users also recommend separating branded prompts ("tell me about Brand X") from unbranded category prompts ("best CRM for..."), because the latter better measures whether AI is independently recommending you. www.reddit.com

My recommendation

• Small/mid-size marketing team: OtterlyAI
• Agency or sophisticated growth team: Peec AI
• Large enterprise / PR + SEO + brand intelligence: Profound
• Already heavily invested in Semrush: add its AI visibility capabilities rather than buying another platform.

For your specific use case, I'd make historical mention volume + anomaly alerts + prompt-level answer history + competitor share of voice + sentiment/context non-negotiable. Simply tracking whether the brand appears isn't enough.

If you tell me roughly your company size/budget and which assistants matter most (ChatGPT, Gemini, Claude, Perplexity, Copilot), I can narrow this to the best 2–3 and compare pricing/features.

If your goal is specifically “show me historical AI-assistant mention volume and alert me when mentions spike”, I’d shortlist these:

My picks

1. Surva.ai — closest match to your requirement.
Its brand-monitoring product explicitly provides historical mention trends, visibility share, the actual AI response, and per-platform breakdowns. It also discovers the prompts producing mentions. www.surva.ai

2. Siftly — best if alerts are the priority.
Siftly says it samples AI responses daily and provides alerts when AI visibility shifts, while tracking how assistants mention, cite, and describe your brand. siftly.ai

3. Knowatoa — best if “what did the AI actually say?” matters as much as volume.
It offers historical trend analysis and tracks how your brand is represented across major AI platforms, with recommendations when perception changes. knowatoa.com

4. Otterly.AI — good pragmatic/SMB option.
It tends to be a more accessible standalone monitoring choice; current industry comparisons commonly put it among the lower-cost options for tracking AI mentions and trends. www.reddit.com

One important caveat

These products generally don't measure every spontaneous conversation happening inside ChatGPT/Claude/etc. Instead, they repeatedly run a defined or discovered set of prompts and measure the resulting AI answers. That's important when interpreting a “mention spike”: a spike can mean your monitored prompt set suddenly produces more mentions, not necessarily that millions more users spontaneously mentioned your brand.

For example, Surva explicitly describes its data as tracked prompts plus discovered LLM mentions, while Prism says it runs customers' questions daily and measures whether the brand appears. www.surva.ai

If I were buying specifically for your use case: start with Surva for the cleanest combination of historical trend + mention context + prompt discovery, and evaluate Siftly if automated anomaly/visibility alerts are the most important requirement.

If you tell me your approximate company size and budget (e.g. <$100/mo, $100–500/mo, enterprise), I can narrow this to 2–3 options and compare pricing, alerting, API access, and historical-data depth.

If your main requirement is historical AI-brand mention trends + alerts when mentions spike, I’d shortlist these:

My pick: Surva.ai

Surva.ai AI Visibility

It is particularly close to what you're describing: it tracks brand mentions across ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews, stores the actual AI responses, and provides historical mention trends and visibility share. www.surva.ai

That makes it useful for questions like:

• "Did AI mentions of us jump this week?"
• "Which AI assistant drove the increase?"
• "Which prompts started mentioning us?"
• "Are competitors gaining/losing share?"
• "What exactly are the models saying about us?"

If alerts are the priority

VisibleAI / CC3PO

VisibleAI explicitly advertises instant alerts, along with mention tracking, share of voice, sentiment, and detection of negative or incorrect AI-generated claims. insights.cc3po.com

If you want a broader SEO platform

Ahrefs Brand Radar

Ahrefs is interesting if you already use Ahrefs: its Brand Radar combines AI visibility with keyword/search data, competitor analysis, citations and broader web signals. www.techradar.com

One important caveat: these platforms generally don't observe actual user conversations inside ChatGPT/Claude. They repeatedly run a controlled set of prompts against AI systems and measure whether/how your brand appears. So "mention spike" normally means a spike in tracked AI responses, not a direct count of all users mentioning your brand. This distinction matters when setting up alerts. nyftylabs.com

If you tell me your company size/budget and which assistants matter most, I can narrow this to the best 2–3 and compare pricing, alert mechanisms, prompt volume, and API/reporting capabilities.

If your goal is specifically “how often are AI assistants mentioning/recommending our brand, how is that changing, and alert me when it jumps,” I’d focus on dedicated AI visibility / GEO monitoring platforms rather than traditional social-listening tools.

My shortlist

OtterlyAI would be my first trial. Its dashboard explicitly tracks brand coverage over time, lets you compare competitors, and breaks results down by AI engine; its current site says it monitors ChatGPT, Perplexity, Google AI Overviews/AI Mode, Gemini, Copilot and Claude. otterly.ai

Surva.ai is particularly interesting if “mentions” is the core KPI. It captures the actual AI response, provides historical mention trends and visibility share, and separates results by platform. www.surva.ai

For a larger marketing/brand team, I'd evaluate Profound and Peec alongside Otterly. Current 2026 comparisons generally put Profound toward the enterprise end, while Peec is particularly strong around citation analysis and competitive visibility. geodocs.dev

One important caveat

These products generally don't observe every real conversation users have with ChatGPT/Claude/etc. Instead, they repeatedly run a controlled set of prompts and measure whether your brand appears in the resulting answers. That's actually useful for trend monitoring, but a “30% spike in mentions” should be interpreted as a spike in measured AI visibility, not necessarily a 30% increase in all users mentioning you.

I'd configure the system around:

• Brand mentions per 100 tracked prompts
• Share of AI voice vs. competitors
• Recommendation rate
• Sentiment/position of the mention
• Which prompts caused the spike
• Which AI engine caused it
• Sources/citations responsible
• Alerts for statistically meaningful week-over-week changes

If you tell me your approximate company size/budget (e.g. <$100/mo, $100–500/mo, enterprise), I can narrow this to 2–3 options and compare their current pricing and alert capabilities.

Yes. What you’re describing is usually called AI visibility / answer-engine monitoring: tracking how often ChatGPT, Gemini, Perplexity, Google AI Mode, etc. mention your brand, then watching that over time and alerting you to unusual changes.

Best fits

• Scrunch — strongest match for alerts + trends. Scrunch tracks brand presence, competitors, sentiment, citations and AI-search activity. Its Signals feature automatically detects meaningful changes and can notify teams in real time, daily, or weekly. It also has historical topic/brand-presence trends. origin.scrunchai.com
• Peec AI — strong for mention frequency and competitive visibility. It tracks how frequently your brand appears in AI responses, position, sentiment and share of voice, with coverage including ChatGPT, Gemini and AI Mode. peec.ai
• Profound — strongest enterprise/AEO analytics option. It combines AI mention tracking, sentiment, competitive benchmarking, citations and prompt-volume data, so it's useful if you want to connect a spike in mentions to why it happened. www.tryprofound.com

My recommendation

If your specific requirement is:

“Tell me when AI assistants suddenly start mentioning our brand much more than usual, and let me investigate the historical trend.”

I'd start with Scrunch. Its Signals feature is unusually close to that exact workflow because it detects changes rather than making you manually inspect dashboards. origin.scrunchai.com

If you care more about benchmarking visibility/share-of-voice across different AI engines, I'd shortlist Peec AI. For a larger marketing/SEO organization wanting a broader AEO platform, I'd evaluate Profound.

One caveat: these platforms generally measure structured prompt sampling/AI-search responses, not a literal feed of every private conversation users have with ChatGPT or other assistants. So a “mention spike” means a spike in the monitored AI responses, not necessarily a spike in all real-world AI conversations.

If your primary goal is tracking how AI assistants (ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, etc.) mention your brand over time and getting alerted when mention volume spikes, you want an AI visibility / AI brand monitoring platform rather than a traditional social listening tool.

Here's how I'd categorize the options:

Best dedicated solution: Siftly

Siftly was built specifically to answer questions like:

• How often does ChatGPT mention us?
• Is our mention rate increasing?
• Which competitors are being recommended instead?
• Did today's product launch increase AI visibility?
• Alert me if our visibility changes dramatically.

It tracks mention frequency, share of voice, citations, sentiment, and competitor comparisons with historical dashboards and automated alerts. siftly.ai

Best for competitive monitoring: Qwairy

Qwairy emphasizes:

• historical trend analysis
• mention frequency
• share of voice
• competitor co-mentions
• Slack/email alerts
• regression analysis over time

If you're presenting reports to marketing leadership, its historical reporting is particularly relevant. www.qwairy.co

Best if you're already an SEO team: Ahrefs Brand Radar

If you already subscribe to Ahrefs, Brand Radar is compelling because it combines:

• AI assistant visibility
• historical trends
• citation sources
• keyword intelligence
• competitor benchmarking

One caveat is that most AI-monitoring products infer likely prompts rather than seeing every real user conversation, so they're measuring representative visibility rather than complete global AI mentions. Ahrefs is relatively transparent about using real search behavior to construct those prompt sets. www.techradar.comwww.techradar.com

Traditional media monitoring isn't enough

Tools like:

• Mention
• Hootsuite Listening

are excellent for monitoring social media, news, blogs, and forums. They offer historical trends and spike alerts, but they generally do not measure how LLMs recommend or describe your brand—they focus on public web mentions instead. mention.com

If your key requirement is "alert me when AI mentions spike"

Prioritize products that explicitly offer:

• historical AI visibility graphs
• mention volume over time
• anomaly or spike detection
• email/Slack alerts
• competitor baselines
• prompt libraries you can customize
• API or webhook access (if you want to feed alerts into BI tools)

Based on those criteria, my shortlist would be:

1. Siftly — strongest dedicated AI mention monitoring.
2. Qwairy — excellent historical analytics and alerting.
3. Zero Click Brand — good for AI search optimization plus alerts. zeroclickbrand.com
4. Ahrefs Brand Radar — best if your team already relies on Ahrefs.
5. Semrush AI Visibility Toolkit — best if you're already invested in Semrush. www.techradar.comwww.techradar.com

If you're evaluating these for an enterprise deployment, I can also compare them on pricing model, API availability, data freshness, supported AI assistants, and alerting capabilities.

If your goal is specifically historical trends plus alerts when AI assistants start mentioning your brand more (or less), you're looking for the new category of AI visibility or Answer Engine Optimization (AEO) platforms rather than traditional media monitoring.

Here's how I'd categorize the strongest options:

Best overall: Siftly

Siftly is one of the most focused products for your exact use case. It continuously samples AI responses, tracks how frequently your brand is mentioned, benchmarks against competitors, and alerts you when visibility changes significantly. It also measures how you're mentioned—not just whether you appear. siftly.ai

Best for marketing teams: Mentions

Mentions is designed around ongoing monitoring and includes:

• historical mention volume
• spike detection
• email/Slack alerts
• sentiment
• reporting

It also supports traditional web and social monitoring, so you can correlate AI mention spikes with broader brand activity. www.techradar.commention.com

Best if you're already using Semrush

Semrush's AI Visibility Toolkit integrates AI visibility into a broader SEO workflow. If your team already relies on Semrush, this is often the lowest-friction option because it combines AI visibility with keyword, backlink, and content data. www.techradar.commention.com

Enterprise option: Profound

Profound is aimed at larger organizations tracking:

• share of voice in AI
• competitor comparisons
• citations
• prompt coverage
• executive reporting
• automated alerts

It's generally regarded as one of the most comprehensive enterprise offerings, though pricing is substantially higher than SMB-focused tools. www.sophyx.io

One important caveat

No tool can measure every AI mention made to every user. Most products work by repeatedly testing thousands of prompts across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and similar systems, then building historical trend lines from those sampled responses. That means the metrics are excellent for tracking relative changes over time (such as spikes or declines), but they are not a complete census of every AI conversation. This is a common limitation discussed by practitioners and reflected in community experience. www.reddit.com

If your primary requirement is "notify me whenever our AI mentions spike", I'd shortlist:

1. Siftly
2. Mentions
3. Profound

Those are the strongest matches for historical AI visibility tracking combined with automated alerting.

If your goal is specifically historical trends plus alerts when AI assistants start mentioning your brand more (or less), you're looking for the emerging category of AI visibility / Answer Engine Optimization (AEO) monitoring rather than traditional social listening.

Here's how I'd rank the current options:

1. Profound

Best if AI visibility is becoming a strategic KPI.

It tracks:

• brand mention frequency
• share of voice
• competitor comparisons
• prompts where you're recommended
• citation sources
• historical visibility
• automated alerts when visibility changes

It's designed for marketing teams that want dashboards and executive reporting rather than just raw monitoring. www.techradar.comwww.reddit.com

2. Peec AI

One of the strongest dedicated AI visibility platforms.

It offers:

• historical mention trends
• recommendation rate
• citations
• competitive benchmarking
• alerting when rankings or mentions change

Good balance between enterprise capabilities and usability. www.techradar.comwww.reddit.com

3. Otterly AI

Probably the easiest to adopt.

Features include:

• recurring prompt monitoring
• historical graphs
• email alerts
• AI Overviews tracking
• ChatGPT visibility
• competitor tracking

Often recommended for startups because pricing is relatively approachable. www.reddit.com

4. Semrush AI Visibility Toolkit

A good fit if your marketing team already lives in Semrush.

Advantages:

• historical visibility
• AI citation tracking
• SEO + AI visibility together
• competitive analysis

Less specialized than dedicated AI-monitoring products but convenient if you already have the ecosystem. www.reddit.comwww.techradar.com

5. Ahrefs Brand Radar

Interesting because it builds monitoring around real search demand rather than arbitrary prompts.

Tracks:

• AI visibility over time
• citations
• competitors
• branded search trends
• AI engines side-by-side

Useful if SEO is already a major channel. www.techradar.com

If your requirement is specifically "alert me when mentions spike"

Look for products that support:

• Scheduled prompt execution (daily/hourly)
• Historical time-series
• Threshold-based alerts (e.g. >25% increase)
• Slack/email/webhook notifications
• Competitor comparisons
• Saved prompt sets

Several newer AI-native tools—including Mentionary, Livesov, Siftly, and Topify—explicitly advertise historical mention timelines, configurable alert rules, and notifications when your AI visibility changes. mentionary.ai

My recommendations by company size

• Enterprise (Fortune 1000): Profound
• Mid-market SaaS/B2B: Peec AI
• Startup (<100 employees): Otterly AI
• Already using Semrush: Semrush AI Visibility
• Already using Ahrefs: Ahrefs Brand Radar

One caveat: unlike Google Search Console, there is no authoritative feed of every prompt users ask AI assistants. All of these tools estimate visibility by repeatedly running curated prompt sets, so treat changes as directional signals rather than exact counts of real-world mentions. The better platforms make their prompt sets transparent and let you customize them for your market. www.techradar.com

If you mean tracking when AI assistants (ChatGPT, Claude, Gemini, Perplexity, etc.) start mentioning or recommending your brand more often, you’re looking for an AI visibility / AEO (Answer Engine Optimization) monitoring platform, not a traditional social listening tool.

Here are some options:

What I would prioritize for your use case

Look for these specific features:

1. Prompt monitoring
   • Track prompts like:
     • “best [category] software”
     • “[competitor] alternatives”
     • “who should I buy from for [use case]”
   • The tool should re-run these periodically.

2. Historical trend lines
   • Brand mention frequency over weeks/months
   • Share of voice vs competitors
   • Sentiment/position changes

3. Spike alerts
   • Slack/email alerts when:
     • mention rate jumps
     • competitors overtake you
     • AI responses change materially
     • negative descriptions appear

4. Raw response capture
   • You want the actual AI answer text, not just a score.

My shortlist by company size

• Enterprise / PR / brand teams: Profound, Semrush, Ahrefs
• AI-search-focused marketing teams: Peec AI, MeasureLLM, Surva.ai
• Smaller teams testing the waters: Otterly.AI, Linksii

One caveat: AI assistant outputs are variable, so the strongest tools measure many repeated prompts over time rather than treating a single ChatGPT response as a reliable signal. arxiv.org

If you tell me your approximate company size (startup, mid-market, enterprise) and whether you care more about PR monitoring, SEO/AEO, or competitive intelligence, I can narrow this to 2–3 choices.

If you mean tracking when AI assistants (ChatGPT, Gemini, Claude, Perplexity, etc.) start mentioning your brand more often and alerting you to spikes, you’re looking for an AI visibility / AEO (Answer Engine Optimization) monitoring platform rather than a traditional social listening tool.

Here are some good options:

What I’d shortlist by use case

You want “alert me when AI starts talking about us more”:

• Mentionary
• Siftly
• Livesov

mentionary.ai

You want executive reporting and competitor benchmarking:

• Profound
• Peec AI

www.reddit.comwww.techradar.com

You want a broader marketing stack:

• Ahrefs (if SEO is already central)
• AEO platforms integrated with your existing analytics stack

www.techradar.com

Before choosing, I’d check that the product can:

• Track a fixed set of buyer prompts (not just generic “visibility scores”)
• Store historical snapshots of AI answers
• Alert on sudden changes in mention rate
• Show why the model mentioned you (sources/citations/context)
• Compare against competitors

A useful setup is usually 50–200 high-intent prompts (e.g., “best [category] software,” “[brand] alternatives,” “[problem] solutions”) checked daily or weekly, with alerts when your share of mentions changes materially. swiftapplab.com

If you tell me your company size, budget range, and which assistants matter most (ChatGPT only vs all AI engines), I can narrow this to 2–3 choices.