ChatGPT answers, unedited

If your core requirement is “tell me when our AI share of voice drops below key competitors”, I’d shortlist these:

• visibility.so — best fit for your exact use case. It explicitly tracks AI share of voice against competitors, historical trends, and sends alerts when your brand loses mentions or a competitor overtakes you. Visibility.so
• spottlo.com — best lightweight/cheap option. It monitors ChatGPT, Perplexity, Gemini and Google AI Overviews, tracks competitor SOV, and provides weekly visibility-drop/competitor-jump alerts, with a published $39/month plan. Spottlo
• Profound — best for a larger enterprise program. It has deeper AI-visibility analytics and competitor benchmarking, but is likely more tooling than you need if the primary requirement is simply SOV monitoring and alerts. AnswerManiac DataDab
• Peec AI — good middle ground for marketing teams. It focuses heavily on AI visibility and competitive share-of-voice monitoring without the enterprise orientation of Profound. Mention Radar

My pick

Start with Visibility.so. The feature set maps almost one-to-one to your requirement: define your important prompts and competitors, monitor SOV over time, and get alerted when your position deteriorates. Visibility.so

One thing I'd verify in a demo: whether its alerting can be configured as “alert me when competitor X exceeds us by ≥N percentage points” rather than merely “our mentions dropped.” That's a much more actionable signal.

If you tell me your company/category and 3–5 competitors, I can also recommend the best tool specifically for your market and compare pricing, AI engines, alerting, and SOV methodology.

Yes. For your specific use case—“tell me when our AI share of voice drops relative to named competitors”—I’d start with peec.ai.

Why it fits:

• Competitor share-of-voice is a core metric, rather than just tracking whether your brand was mentioned. The Rank Masters GEO Agency
• You can track a defined set of buyer prompts and compare your visibility against competitors over time. DeepSmith
• It monitors AI search surfaces and gives you the underlying answers/citations, so you can investigate why a competitor is winning. Alignify
• It's positioned more toward mid-market teams than the heavier enterprise products, making it a reasonable starting point. Stork.AI

My shortlist

Current comparisons put Peec around the ~$90–$100/month starting range, while Otterly starts substantially lower and Profound is aimed more at enterprise budgets. Loudmink Prism News

One important distinction: I'd specifically demo the alerting mechanism, not just the dashboard. Tell the vendor: “I want a Slack/email alert whenever our share of voice falls ≥5 percentage points versus any of our five named competitors, based on the same prompt set.” That's the behavior you actually want, and “tracks SOV” doesn't necessarily mean “automatically alerts me when it drops.”

If you tell me your industry + 3–5 competitors + which AI surfaces matter (ChatGPT, Gemini, Perplexity, Google AI Overviews, etc.), I can narrow this to the best 2–3 options and compare them on alerts, competitor tracking, prompt volume, and price.

If your specific requirement is “alert me when our AI share of voice drops vs. named competitors,” I’d shortlist these:

1. peec.ai — my pick for most teams. It tracks AI visibility/share of voice, competitors, citations, and sentiment across AI search, and is positioned as a relatively straightforward mid-market monitoring tool. Prism News The Rank Masters
2. tryprofound.com — best for enterprise. Deeper monitoring and competitive benchmarking across a broad set of answer engines, but likely overkill if you primarily need alerts. Loudmink Reachroller
3. otterly.ai — best inexpensive option. It monitors your brand and competitors across AI engines and supports alerting when answers change; plans start around $29/month. Reachroller
4. get-spotlight.com — worth considering for sophisticated competitive intelligence. It combines share of voice, prompt-volume data, citations, source analysis, and competitor benchmarking. Prism News

What I'd actually configure

Don't just alert on “SOV < 20%.” Set up alerts like:

AI SOV dropped ≥5 percentage points vs. last 7 days AND at least one competitor gained ≥3 points

Then break it down by:

• AI engine: ChatGPT, Gemini, Perplexity, Google AI Overviews/AI Mode, etc.
• Prompt category: your highest-value commercial queries
• Competitor: specifically who took the share
• Citation/source: what page or source the competitor is now getting cited from

That distinction matters because an overall SOV decline can hide a much more actionable event: “Competitor X displaced us on 14 high-intent prompts in ChatGPT.”

My recommendation: start with Peec AI if this is a marketing/GEO team; choose Otterly if you mainly want a lightweight “something changed—go look” alerting layer; choose Profound if this needs to become an enterprise-wide AI visibility intelligence system. Loudmink Prism News mentionsapi.com

If you tell me your industry, ~number of competitors, and which AI engines matter most, I can narrow this to the best 1–2 options and compare their alerting specifically.

Yes. For exactly that use case, I’d shortlist these:

1. Profound — best for enterprise
   • Tracks brand visibility/share of voice across major AI search engines.
   • Strong competitor benchmarking and deeper dashboards.
   • Best if this is becoming a serious marketing KPI rather than a lightweight experiment. Current comparisons consistently position it as the enterprise-heavy option. loudmink.ai

2. Peec AI — my pick for most teams
   • Built around AI visibility, competitor share-of-voice, sentiment, and prompt-level tracking.
   • Good balance of analytics and usability without the heavier enterprise orientation of Profound. loudmink.ai

3. Otterly.AI — best budget option
   • Monitors AI search visibility and competitors at a relatively low starting price.
   • A good choice if you primarily want “alert me when competitor X starts appearing more often than us.” loudmink.ai

What I'd specifically look for

Don't just buy something that gives you a monthly "AI visibility score." You want:

tracked buyer prompts → your brand vs. named competitors → share of voice → change over time → automatic alert when you lose ground.

For example:

“Best project-management software for a 50-person company”

If your brand goes from 31% → 24% SoV while Competitor A goes 18% → 29%, you should get an alert identifying the prompts/models responsible for the shift.

That's important because AI answers are non-deterministic; good monitoring should run prompts repeatedly rather than treating one ChatGPT answer as definitive. verityscore.io

My recommendation: start with Peec AI if you're a mid-market team; go Profound if you're enterprise; use Otterly if you want inexpensive monitoring.

If you tell me your company/category + 3–5 competitors, I can also compare the best 3 tools specifically for your situation—including which ones can actually send Slack/email alerts when your competitor overtakes you.

If you mean AI share of voice (SOV) as in “how often ChatGPT, Gemini, Perplexity, Google AI Overviews, etc. mention/recommend us versus competitors,” you’ll want an AI visibility monitoring platform with competitor alerts, not a traditional SEO rank tracker. slatehq.comwww.semrush.comwww.ai-visibility-software.com

My shortlist:

My recommendation by situation:

• Enterprise / global brand: start with Profound or Semrush Enterprise AI visibility. slatehq.comwww.semrush.comwww.ai-visibility-software.com
• B2B marketing team trying to protect category leadership: look at Peec AI, AEOVisor, or DoIShowUp. www.prismnews.comwww.aeovisor.com
• If your main requirement is “alert me when competitor X overtakes us”: prioritize tools that provide:
  • competitor-by-prompt tracking
  • weekly/daily SOV deltas
  • “lost mention” alerts
  • citation/source gap analysis
  • Slack/email/webhook notifications

A good setup is usually:

1. Define 50–200 buyer prompts that matter (“best [category] software,” “alternatives to [competitor],” “how to choose [solution]”).
2. Track your brand + 5–10 competitors.
3. Alert when:
   • your AI SOV drops >5 percentage points,
   • a competitor enters your top prompts,
   • you lose citations from high-value sources.

If you tell me your industry, number of competitors, and whether you care more about ChatGPT vs Google AI Overviews vs all AI engines, I can narrow this to 1–2 tools.

If your goal is specifically “alert me when our AI share of voice falls behind competitors,” I’d shortlist these:

1. Profound — best overall for serious competitive monitoring.

It tracks share of voice, visibility rank, citations, and position against competitors across ChatGPT, Gemini, Perplexity, Google AI Overviews, Copilot, Grok, and others. It runs tracked prompts daily and supports competitor-change monitoring plus Slack-based gap analysis. www.tryprofound.com

2. Peec AI — best if you want a simpler marketing-team workflow.

It explicitly measures your AI share of voice vs. competitors, shows where you're falling behind, and tracks the prompts that matter. peec.aihelp.tryprofound.com

3. Ahrefs Brand Radar — best if you're already an Ahrefs customer.

It adds historical AI visibility, AI Share of Voice, competitive benchmarking, and custom prompt tracking across ChatGPT, Gemini, Perplexity, Copilot, and Google's AI surfaces. ahrefs.com

My pick: Profound if this is going to become a KPI for your marketing/SEO team. Its combination of SOV, competitor ranking, prompt-level analysis, and cross-model monitoring is closest to the “tell me when we're losing ground” use case. www.tryprofound.com

One important distinction: I'd look for trend/threshold alerts, not just a dashboard. AI answers are stochastic, so you want an alert based on a sustained SOV decline rather than a single bad response. Tools that run prompts repeatedly over time are much more useful for that. help.tryprofound.com

If you tell me your company/category and 3–5 competitors, I can also recommend which of these is likely to give you the most useful monitoring setup.

If your goal is specifically “tell me when our AI share of voice falls behind competitors”, I’d shortlist these:

1. Frase — my pick for most teams. It tracks share of voice against chosen competitors across ChatGPT, Perplexity, Claude, Gemini, and Google AI, with daily updates and alerts when visibility moves. www.frase.io
2. Profound — better fit if you’re an enterprise marketing/SEO team and want deeper competitive dashboards and diagnostics. Current comparisons consistently position it as the enterprise option. loudmink.ai
3. Peec AI — a strong mid-market option, particularly if competitor benchmarking and multilingual monitoring matter. loudmink.ai
4. Otterly AI — worth considering if you mainly need inexpensive monitoring rather than a heavyweight analytics platform. loudmink.ai

For your exact use case, I'd start with Frase. The important feature isn't merely tracking whether you're mentioned; it measures your share against named competitors and alerts you when it slips, while letting you inspect the actual AI answers behind the change. www.frase.io

One thing I'd insist on in a trial: configure alerts around relative SOV drops (e.g. “our share falls >10%” or “competitor X overtakes us”), not just raw mention losses. AI answers fluctuate, so a raw-count alert can create a lot of noise.

If you tell me your company/industry and 3–5 competitors, I can recommend the best tool and the exact monitoring setup I'd use.

Yes. For exactly that use case, I’d shortlist these:

1. MeasureLLM — best match for “alert me when we lose ground.”

It supports custom alert thresholds, competitor-surge alerts, and specifically notifies you when a competitor gains share of voice or displaces your brand from prominent AI answers. www.measurellm.com

2. Profound — best for enterprise-grade competitive intelligence.

Its Share of Voice tracks your brand against competitors across AI answers, with day-to-day trends, rankings, platform breakdowns, and prompt-level analysis. help.tryprofound.com

3. OtterlyAI — good simpler/cheaper option.

It lets you track unlimited competitors and see share-of-voice and brand-coverage trends, including prompts where competitors appear but you don't. help.otterly.ai

My pick: If your primary requirement is “tell me immediately when our AI SOV drops relative to competitors,” I'd start with MeasureLLM. If you also need deep reporting, prompt analysis, and enterprise benchmarking, I'd look at Profound.

A good alert to configure would be something like: “Alert me in Slack/email if our 7-day AI Share of Voice falls ≥5% relative to the prior 7 days, or if any named competitor gains ≥10%.” That avoids noisy alerts from tiny day-to-day fluctuations.

If your core requirement is “alert me when our AI share of voice drops relative to named competitors,” I’d start with Peec AI.

Why it fits:

• Direct competitor SOV: tracks your share of voice against named competitors on the same prompts. peec.ai
• Alerts: its competitor-radar workflow can compare recent SOV against the prior period and send a Slack alert when a competitor surges past a threshold. peec.ai
• Prompt-level diagnosis: you can see which prompts competitors are winning, rather than just getting a generic “visibility down” notification. peec.ai
• Multiple AI models: useful if you care about ChatGPT, Perplexity, Gemini/Copilot and other answer engines rather than just one platform. peec.aiotterly.ai

A good alert rule would be:

“Alert Slack if our 7-day AI share of voice falls ≥5 percentage points vs. the previous 7 days, or if any key competitor gains ≥5 points.”

Two alternatives

Profound — better if you're an enterprise team and want much deeper AI-search intelligence. Its platform supports SOV, competitor comparisons, and threshold-triggered alerts. help.tryprofound.com

Otterly AI — worth considering if you want a simpler monitoring product. Its dashboard explicitly shows your brand against top competitors across multiple AI engines. otterly.ai

My pick: Peec for the specific “tell me when we're losing ground to competitors” use case. If you tell me your company size, approximate budget, and which AI engines matter (ChatGPT/Perplexity/Gemini/etc.), I can narrow it down to the best 2–3 options.

Yes. For exactly that use case, I’d shortlist Profound, Peec AI, and Otterly—they’re built around AI-search/answer-engine visibility rather than traditional SEO rank tracking. www.conbersa.ai

My pick: Profound

Best if this is for a serious marketing/GEO program. It tracks your brand against competitors across major AI engines, including ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews, with historical visibility and competitive analysis. www.stork.ai

The workflow you want is:

1. Define your key buyer prompts.
2. Add your 3–10 priority competitors.
3. Have the tool repeatedly query the AI engines.
4. Track share of voice over time.
5. Alert when your SOV falls materially—or a competitor gains share.
6. Drill into the prompts where the competitor overtook you and the sources being cited.

If you don't need enterprise-level depth, Peec AI is probably the better value; it’s particularly geared toward competitor benchmarking. Otterly is the lower-cost option for getting started. www.stork.ai

One important distinction: don't buy a tool that merely tells you “your brand was mentioned 42% of the time.” You want relative SOV, e.g. “You fell from 31% → 24% while Competitor X rose from 19% → 29% on high-intent prompts.” That’s the signal that’s actually useful for competitive monitoring. www.influencers-time.com

If you tell me your company type/B2B vs B2C and approximate budget, I can narrow this to the best 2–3 options and compare alerting, competitor tracking, AI engines, pricing, and Slack/email notifications.

If your main requirement is “tell me when our AI share of voice drops versus named competitors,” I’d recommend Profound.

Why it fits:

• Tracks Share of Voice specifically against competitors, not just your own mentions. www.tryprofound.com
• Monitors AI answer engines including ChatGPT, Claude, and Gemini with recurring prompt runs. help.tryprofound.com
• Lets you compare your visibility with competitors and identify when your relative position is deteriorating. www.tryprofound.com
• It is geared toward ongoing AI visibility monitoring rather than one-off audits.

A good alert setup would be:

Alert me when our 7-day AI Share of Voice falls ≥5% relative to the prior 7 days or when any named competitor overtakes us in Share of Voice for a priority topic.

One caveat: AI answers are inherently variable, so I’d use a multi-day/rolling threshold rather than alerting on a single bad response. Research shows substantial variability between repeated AI queries. arxiv.org

Alternatives: Peec AI is worth considering for dedicated AI visibility/competitive benchmarking, while Semrush makes more sense if you also want conventional SEO in the same platform. gracker.ai

If you tell me your company type, number of competitors, and which AI engines matter most, I can narrow this to the best 2–3 options and compare pricing/features.

If your goal is specifically “tell me when our AI share of voice falls behind key competitors”, I’d shortlist these:

1. Otterly AI — best fit for straightforward monitoring
   • Tracks your brand and competitors across AI search.
   • Shows Share of AI Voice, including your share versus competitors.
   • Provides alerts when brand mentions change.
   • Covers ChatGPT, Perplexity, Google AI Overviews and other AI platforms. otterly.ai
   • Good choice if you want a relatively lightweight marketing tool rather than an enterprise analytics project.

2. Peec AI — best for deeper competitive monitoring
   • Strong competitor benchmarking and prompt-level analysis.
   • Better suited if you want to understand which questions you lost and which competitor took the visibility, rather than just receiving a score. deepsmith.ai

3. Profound — best enterprise option
   • More sophisticated AI-search intelligence and competitive reporting.
   • I'd look here if this needs to become a formal dashboard for a larger SEO/GEO team or executive reporting. gracker.ai

My pick

Start with Otterly if the requirement is essentially:

“Monitor 50–200 important buyer prompts, compare us against 5–10 named competitors, and alert me when our SOV drops materially.”

The important part is not just an overall SOV alert. I'd configure the tool to alert on something like “our SOV falls >10% week-over-week AND a competitor gains >5 points”, then drill into the prompts and citations responsible for the change. AI answers are inherently variable, so small day-to-day movements aren't necessarily meaningful. www.reddit.com

If you tell me your industry + 3–5 competitors + roughly how many prompts you want to monitor, I can recommend the best specific tool/plan and the alert setup I'd use.

If your goal is specifically “alert me when our AI share of voice drops versus named competitors,” I’d shortlist these:

My pick: Peec AI

Peec AI

It’s particularly well aligned with your use case. Peec tracks AI Share of Voice, competitor mentions, position, sentiment, and prompt-level performance across AI search engines. It explicitly lets you add competitors and see where you’re gaining or losing ground. peec.ai

Why I’d choose it: you can build a set of important buyer prompts, track your brand + competitors over time, and identify the prompts where competitors are winning. That makes it much more useful than a simple “brand mentioned/not mentioned” monitor.

Also worth evaluating

• Profound — stronger fit if you're an enterprise team wanting sophisticated competitive intelligence and reporting. It has prompt-level tracking and share-of-voice analysis. www.reddit.com
• Popsight — interesting if you care about statistical confidence rather than treating every AI response as equally meaningful. It tracks competitor recommendations and week-over-week shifts. popsight.ai
• Semrush AI Visibility — worth considering if you're already heavily invested in Semrush and want AI visibility alongside conventional SEO data. www.techradar.com

For your exact requirement, I'd start with Peec AI. The key is to configure alerts around a meaningful decline (e.g. “our SOV falls >20% week-over-week” or “competitor X overtakes us”), rather than alerting on every individual AI response, which can be noisy.

If you tell me your industry + 3–5 competitors, I can also recommend the best tool for your specific situation and compare pricing, alerting, model coverage, and competitor tracking. www.ai-visibility-software.com

If your goal is specifically “tell me when our AI visibility/share of voice drops against named competitors,” I’d start with OtterlyAI.

Why OtterlyAI

• Tracks your brand across ChatGPT, Perplexity, Google AI Overviews and other AI search surfaces.
• Calculates Share of AI Voice relative to competitors, rather than just telling you whether you were mentioned.
• Lets you monitor competitor visibility and changes over time.
• Offers alerts when brand mentions/visibility change, which is the key requirement you described. otterly.ai
• It is relatively inexpensive to start; current third-party comparisons put entry pricing around $29/month. salestrig.com

My setup recommendation: define 20–100 high-value prompts that prospects actually ask, add your 3–5 most important competitors, and alert when your SOV falls by something like 10–15% week-over-week. That is more useful than alerting on every individual mention fluctuation.

If you're a larger enterprise

I'd also demo Profound. It's more enterprise-oriented and offers deeper competitive/AI-search intelligence, but it's likely overkill if you primarily need a “we're losing ground—alert me” monitoring system. www.prismnews.com

Bottom line: OtterlyAI for straightforward monitoring + alerts; Profound if you need enterprise-grade competitive intelligence.

If you tell me roughly how many prompts, competitors, and AI engines you want to track, I can narrow this down to the best 2–3 options and compare pricing/features.

If you mean AI share of voice (SoV) as in “how often our brand appears in ChatGPT/Gemini/Claude/Perplexity answers versus competitors,” I’d look at dedicated AI visibility monitoring tools rather than traditional SEO rank trackers.

My top picks:

My recommendation by scenario:

• You need “alert me when a competitor overtakes us” → Surva.ai is closest to that workflow. www.surva.ai
• You’re an enterprise marketing/brand team → evaluate Profound plus one of the more SoV-focused tools.
• You already run SEO programs → consider adding an AI visibility layer like MeasureLLM rather than replacing your SEO stack. www.measurellm.com
• You want a lightweight dashboard → Prism or BrandVisibility.ai are easier starting points. searchprism.iobrandvisibility.ai

Before choosing, I’d verify that the tool can do these three things:

1. Track a fixed set of buyer-intent prompts (not just brand-name searches).
2. Alert on competitor gains, not only your own drops.
3. Show why you lost share (missing citations, competitor content, changed model behavior, etc.).

A good setup is usually a weekly alert like:

“Your AI SoV for 50 category prompts fell from 32% → 25%; competitor X gained 8 points, primarily from these 6 prompts.”

That is much more actionable than a generic “AI visibility score.”

If your goal is “alert me when our brand’s AI share of voice drops vs. competitors”, I’d look at AI visibility/GEO monitoring platforms rather than traditional SEO rank trackers.

My shortlist:

My pick by use case:

• Marketing/SEO team: BrandVector or BrandVisibility.ai
• Enterprise brand team with reporting needs: MeasureLLM or BrandVisibility.ai
• Smaller team wanting a simple alerting dashboard: Prism or Surva.ai

When evaluating, make sure the tool can:

1. Track a fixed set of buyer prompts (not just your brand name).
2. Compare against a defined competitor set.
3. Alert on share-of-voice change, not only mentions.
4. Show why you lost ground (missing citations, competitor content, source changes, etc.).

One caveat: AI answers fluctuate, so a good system should measure trends over repeated queries rather than reacting to a single response drop. arxiv.org

If you tell me your industry (SaaS, ecommerce, finance, healthcare, etc.) and whether you need Slack/email alerts, dashboards, or executive reporting, I can narrow this to 1–2 best fits.

If your primary requirement is "alert me when our AI share of voice drops versus specific competitors," I'd shortlist these:

If I were choosing today

Enterprise ($$$): Profound

• Tracks AI share of voice across major AI assistants
• Monitors prompt-level performance
• Competitive benchmarking
• Alerts when visibility changes
• Good for large brands with many competitors and executives expecting regular reporting. www.techradar.com

Mid-market ($$): Semrush AI Visibility Toolkit

• Good if you're already paying for Semrush
• AI Share of Voice reporting
• Historical trends
• Competitor comparisons
• Integrates with the rest of your SEO reporting. www.reddit.comwww.cognizo.ai

Purpose-built AI monitoring ($$): Surva.ai
This is one of the few products that explicitly focuses on the workflow you described:

• Daily AI visibility tracking
• Share of Voice calculations
• Competitor monitoring
• Alerts when a competitor starts appearing in prompts where you previously dominated www.surva.ai

Features I'd insist on

Whichever platform you choose, make sure it offers:

• Custom prompt sets (your actual buyer questions)
• AI Share of Voice by competitor
• Trend lines over time
• Slack or email alerts
• Citation/source tracking (why the competitor was recommended)
• Coverage across ChatGPT, Gemini, Perplexity, Claude, and Google AI features—not just one model. www.reddit.comwww.cognizo.ai

One caveat: AI responses vary from run to run, so the strongest platforms repeatedly sample prompts and report trends rather than relying on a single query. Research suggests repeated measurements produce much more reliable share-of-voice metrics. arxiv.org

If you tell me:

• your company size,
• your budget (e.g. <$500/mo, $500–2k/mo, or enterprise),
• and whether you're B2B SaaS, ecommerce, or another industry,

I can narrow this down to the 2–3 tools that best fit your situation.

If your main requirement is getting alerted when your AI share of voice declines relative to competitors, I'd prioritize tools that continuously monitor prompts and notify you when rankings or mentions shift—not just static dashboards.

Here are the strongest options:

1. Profound (my top recommendation for enterprises)

Best if AI visibility is a board-level KPI.

It tracks:

• AI Share of Voice
• competitor mentions
• citations
• prompt-level changes
• visibility trends across ChatGPT, Gemini, Perplexity, Claude, and others

It also surfaces when competitors gain visibility on prompts where you were previously leading, making it useful for proactive monitoring. www.reddit.com

Good for:

• Fortune 1000
• large SaaS
• agencies managing multiple brands

2. Semrush AI Visibility Toolkit

If you're already invested in Semrush, this is probably the easiest addition.

It lets you:

• compare AI Share of Voice
• benchmark against competitors
• monitor changes over time
• receive scheduled reports and alerts

A major benefit is tying AI visibility back to your existing SEO and organic search reporting. www.reddit.com

3. Surva.ai

This one is especially focused on competitive alerts.

Its standout capability is notifying you when:

• a competitor starts appearing in prompts you previously dominated
• your share of voice falls
• another brand gains recommendation share

That matches your use case very closely. www.surva.ai

4. Slate

Good for B2B SaaS companies that want both monitoring and recommended actions.

Besides measuring AI Share of Voice, it helps identify which content or citations could improve your visibility. slatehq.com

5. Brand24 AI Visibility

If you don't need enterprise pricing, Brand24's AI Visibility features include:

• AI brand mentions
• share of voice
• competitor comparisons
• historical trends

It's a more affordable entry point than many dedicated GEO platforms. www.reddit.com

What I'd choose based on company size

• Enterprise: Profound
• Mid-market SaaS: Semrush AI Visibility Toolkit
• Best for competitive alerts: Surva.ai
• Marketing teams wanting recommendations: Slate
• Budget option: Brand24 AI Visibility

One practical note: AI answers are inherently variable, so the best platforms sample prompts repeatedly and alert on sustained changes rather than one-off fluctuations. Research suggests repeated measurements provide a much more reliable signal than single snapshots. arxiv.org

If you're specifically interested in Slack/Teams/email alerts whenever your AI Share of Voice drops more than, say, 5% versus three named competitors, I can narrow the recommendations to the tools that support that workflow out of the box.

If you're specifically trying to monitor AI Share of Voice (AI SOV)—how often your brand is mentioned or recommended by AI assistants like ChatGPT, Gemini, Claude, Perplexity, and others—this is an emerging category. A few tools already provide competitive monitoring and alerting.

Here's how they compare:

If your goal is immediate alerts

I'd prioritize these:

1. Profound
   • Tracks prompts relevant to your industry.
   • Measures your AI share of voice versus competitors.
   • Can notify you when visibility drops after model updates or competitor gains.
   • Strong enterprise reporting.

2. Peec AI
   • Designed around AI search optimization.
   • Tracks rankings across AI assistants.
   • Includes historical trends and competitive comparisons.
   • Good balance of usability and analytics.

3. Goodie AI
   • Focuses on monitoring brand mentions in AI-generated answers.
   • Highlights changes in recommendation frequency and competitor movement.
   • Useful for marketing teams focused on generative search.

If you already use SEO software

The new Semrush AI Toolkit is worth considering. It adds AI visibility tracking alongside traditional SEO metrics, though its alerting and AI-specific monitoring may be less specialized than dedicated AI SOV platforms.

What to look for

Regardless of vendor, I'd look for these capabilities:

• Daily or continuous AI SOV monitoring
• Side-by-side tracking of 5–20 competitors
• Email or Slack alerts for statistically significant drops
• Coverage across multiple AI platforms (ChatGPT, Gemini, Claude, Perplexity, Copilot, etc.)
• Prompt segmentation by topic or customer journey
• Historical trend analysis to distinguish normal fluctuation from meaningful declines

If your primary requirement is "alert me whenever our AI share of voice drops relative to competitors," then Profound and Peec AI are currently among the strongest options because they emphasize ongoing competitive monitoring rather than one-time AI visibility audits.

If your primary requirement is "alert me when our AI share of voice drops versus competitors," I'd focus on tools with automated monitoring and notifications rather than one-off reporting.

Here's how I'd rank them:

My top recommendation: Profound

If budget isn't the main concern, Profound is probably the strongest platform today for AI visibility monitoring. It tracks:

• AI Share of Voice
• competitor mentions
• citation sources
• prompt-level performance
• historical trends
• notifications when visibility changes

It's widely used by larger brands that care about ChatGPT, Gemini, Claude, Perplexity, and Google AI results. www.reddit.com

Best value: Semrush AI Visibility

If you're already paying for Semrush, their AI Visibility toolkit is compelling because it combines:

• traditional SEO
• AI recommendations
• competitor comparisons
• historical Share of Voice
• reporting in one platform

That reduces the need for another standalone vendor. www.techradar.com

If your main concern is "tell me immediately when we lose ground"

I'd look closely at Surva.ai. One of its standout features is alerting you when competitors begin appearing for prompts where your brand previously dominated, making it particularly useful for defending AI visibility. www.surva.ai

For smaller teams

Mentionable AI and LLM Pulse are easier to adopt and provide:

• AI Share of Voice dashboards
• competitor benchmarking
• trend monitoring
• breakdowns by AI model (ChatGPT, Gemini, Claude, Perplexity, etc.) mentionable.ai

If I were choosing today

• Enterprise: Profound
• B2B SaaS (50–500 employees): Mentionable AI
• Already using Semrush: Semrush AI Visibility
• Need proactive competitor alerts: Surva.ai
• Startup with limited budget: LLM Pulse

One question that will narrow the recommendation significantly: are you primarily trying to monitor ChatGPT and other LLMs, or do you also want Google AI Overviews/AI Mode included in the same share-of-voice alerts?

If your primary requirement is an alert when your AI share of voice (SoV) falls relative to specific competitors, I'd focus on tools built for AI visibility rather than traditional SEO suites.

Here's how I'd rank them:

If I were buying today

Enterprise ($20k+/year): Profound

Profound is probably the most mature platform for tracking AI visibility. It continuously measures:

• AI share of voice
• Competitor mentions
• Prompt-level changes
• Citations driving recommendations

You can monitor your top competitors and be notified when they start overtaking you on important prompts. It's widely positioned toward larger marketing organizations. www.ai-visibility-software.com

Best value: Semrush AI Visibility Toolkit

If you're already paying for Semrush, this is likely the easiest addition.

It tracks:

• AI share of voice
• ChatGPT, Google AI, Perplexity, Gemini
• Competitor benchmarking
• Historical trends

You can build dashboards and configure notifications when metrics decline. www.reddit.com

Purpose-built alerts: Surva.ai

One feature I particularly like is that it explicitly alerts you when:

• a competitor begins appearing for prompts you previously dominated
• competitor share of voice increases
• recommendation patterns shift

That's very close to the workflow you described. www.surva.ai

What I'd monitor

Rather than one overall AI SoV number, I'd set alerts on:

• Overall AI share of voice
• Top 20 commercial prompts
• "Best X" recommendation prompts
• Comparison prompts ("Company A vs Company B")
• Competitor citation gains
• Lost citations
• New competitors entering recommendations

Those tend to surface meaningful changes sooner than an aggregate score.

If you tell me:

• your industry (e.g. cybersecurity, developer tools, fintech, healthcare),
• roughly how many competitors you want to track, and
• your budget (under $500/mo, $500–2k/mo, or enterprise),

I can narrow this to the two or three tools that fit best.