By Shripad Deskhmukh, Founder at LLMClicks.ai
Last tested: January 2026 | 4300 words | 19-minute read
I built LLMClicks.ai because I was frustrated. Our own SaaS product was being mentioned in ChatGPT responses, which should have been great news. Except that AI was giving users completely wrong information about our pricing.
Prospects would show up to demo calls saying, “I saw on ChatGPT that your Pro plan is $79 per month.” Our actual price? $49. When I clarified the correct pricing, prospects questioned our credibility.
This wasn’t a Google ranking problem. We ranked #3 for our main keywords. This was an AI accuracy problem, and I had no way to detect it, let alone fix it.
So I started testing every AI visibility tracking tool I could find. Over four months, I signed up for 10 platforms, ran the same 30 prompts through each one, and documented what actually worked versus what just looked impressive in demo screenshots.
Here’s what I learned: Most AI visibility tracking tools count mentions. Almost none detect when AI is lying about you.
During testing, I found our brand mentioned in 18 different AI responses across ChatGPT and Perplexity. Sounds good, right?
When I manually checked those responses:
Every single AI visibility tracker I tested showed these as “positive mentions” because they only tracked visibility, not accuracy.
For SaaS companies, being visible with wrong information costs more than being invisible. Those hallucinations were literally costing us deals.
After testing 10 AI visibility tracking tools, I’m sharing exactly what I found:
✅ Which tools actually detect hallucinations (spoiler: only one did consistently)
✅ Real pricing for each platform (with transparent, publicly available pricing where possible)
✅ Honest pros and cons based on hands-on testing
✅ Which tools work for different budgets and team sizes
✅ Specific use cases where each tool wins or fails
Full transparency: I run LLMClicks.ai, so I’m obviously biased. But I’ve included honest limitations for our own platform alongside every competitor. My goal is helping you choose the right AI visibility tracking software for your needs, even if that’s not us.
Want to see what AI is actually saying about your brand right now
AI visibility tracking monitors how platforms like ChatGPT, Perplexity, Claude, and Google Gemini describe your brand when users ask questions about your industry.
Traditional SEO tools like Google Search Console or Ahrefs tell you where you rank for keywords. AI visibility tracking tools tell you:
Here’s the critical difference: Google ranks web pages. AI platforms synthesize answers.
When someone searches Google for “best agency management tools,” they see a list of 10 websites and click the ones that look relevant. If you rank #3, you get clicks.
When someone asks ChatGPT, “What’s the best agency management tool for remote teams?” they get one direct answer. ChatGPT might mention 3-5 tools total. If you’re not in that answer, you don’t exist to that buyer.
Worse, if ChatGPT mentions you with outdated information, the buyer makes decisions based on false data before ever visiting your website.
That’s why AI visibility tracking software matters in 2026.
To make this comparison fair, I used identical testing criteria for every platform.
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Including limitations I found in LLMClicks.ai during competitor research.

Out of 10 AI visibility tracking tools tested, only one consistently detected when AI was describing brands incorrectly.
Most tools excel at counting mentions. Very few validate whether those mentions contain accurate information. For SaaS brands where incorrect pricing or feature descriptions directly impact conversions, that’s a critical gap.
| Tool | Accuracy Detection | LLM Coverage | Prompt Discovery | Starting Price | Best For |
|---|---|---|---|---|---|
| LLMClicks.ai Editor's Choice | ✅ Yes (120-pt Audit) | 5+ Platforms | ✅ Automated | $49/mo | SaaS Accuracy |
| Otterly.ai | ❌ No | 3 Platforms | ❌ Manual | $29/mo | Budget Testing |
| Peec AI | ⚠️ Sentiment Only | 5+ Platforms | ⚠️ Partial | €89/mo | Agency Reports |
| GetAiso | ❌ No | Limited | ⚠️ Content-based | Custom | Content Teams |
| Profound | ⚠️ Limited | 8+ Platforms | ✅ Strong | $2,000+/mo | Enterprise |
| Ziptie | ❌ No | AI Overviews Only | ❌ No | Custom | SEO Teams |
| Waikay.io | ❌ No | Multiple | ❌ Manual | Custom | Research |
| Goodie | ❌ No | Limited | ❌ No | Free Tier | Quick Checks |
| Scrunch | ⚠️ Error-level | Multiple | ⚠️ Partial | Custom | Enterprise SEO |
| AI Product Rankings | ❌ No | Limited | N/A | Free | Free Lookups |

Best for: B2B SaaS, agencies, accuracy-critical brands
Core strength: Detects hallucinations and incorrect information
LLM coverage: ChatGPT, Perplexity, Claude, Gemini, Copilot
Pricing: $49-$399/month
Free trial: Yes (50 credits, no credit card required)
After discovering ChatGPT was giving wrong pricing for our product, I searched for tools that could:
None of the existing AI visibility trackers did all three. They counted mentions but didn’t validate accuracy. So I built the tool I needed.
Instead of just counting mentions, LLMClicks analyzes:
LLMClicks flags specific problems:
Rather than generic advice like “improve your content,” LLMClicks tells you:
✅ Only tool in my testing that caught all 4 pricing hallucinations
✅ Fastest time to insights (2-minute audit vs hours of manual checking)
✅ Specific recommendations I can hand directly to our content team
✅ Tracks all major LLM platforms from one dashboard
✅ Agency features make client reporting simple
❌ Steeper learning curve than basic mention trackers
❌ More expensive than simple tools like Otterly ($49 vs $29)
❌ Requires action (not passive monitoring) to see results
❌ Smaller user community than established platforms
❌ Some features still in beta (we’re iterating based on feedback)
Setup time: 5 minutes
Time to actionable insights: 2 minutes
Most valuable feature: Hallucination detection that caught issues costing us actual deals
Start risk-free with a 14-day trial – no credit card or commitment needed.
Best for: Small teams, budget-conscious testing, basic tracking
Core strength: Affordability and simplicity
LLM coverage: ChatGPT, Perplexity, Google Gemini
Pricing: $29-$489/month
Free trial: 14 Days
Otterly.ai is often the first tracking software teams try because it’s affordable and straightforward to set up.
Easy Setup: Creating my account and setting up tracking took 8 minutes. You enter your brand name, select LLMs to monitor, and start getting reports.
Affordable Entry Point: At $29/month, Otterly is one of the cheapest paid options for AI visibility tracking. Good for testing whether AI visibility matters for your business before bigger investment.
Clean Dashboard: The interface is intuitive. You see:
Multi-Platform Coverage: Otterly tracks ChatGPT, Perplexity, and Gemini from one dashboard.
No Accuracy Detection: This is the critical gap. During testing, Otterly showed our brand mentioned in 18 prompts. It marked all 18 as “positive.” When I manually checked, 4 contained wrong information. Otterly caught none of them.
No Hallucination Alerts: If AI invents features or gets your pricing wrong, Otterly won’t tell you. You have to manually review every mention.
Manual Prompt Creation: You create every prompt yourself. No automated discovery of what people are actually asking AI about your category.
Limited Competitive Depth: Otterly shows if competitors are mentioned but not why they’re being recommended over you or what specific advantages AI attributes to them.
✅ Most affordable paid AI visibility tracker ($29/month)
✅ Simple setup under 10 minutes
✅ Good for basic “are we mentioned?” tracking
✅ Clean, beginner-friendly interface
✅ 7-day free trial to test fit
❌ Zero accuracy or hallucination detection
❌ No validation of pricing, features, or positioning
❌ Shallow competitive analysis
❌ Manual prompt creation required
❌ Basic reporting unsuitable for agencies
Not ideal for:
Setup time: 8 minutes
Time to insights: 24 hours (data collection period)
What I liked: Simple mention counts across platforms
What I didn’t: Missed all 4 accuracy issues in our mentions
When it works: You’re in early exploration and just need to know if AI is talking about you at all.
When it doesn’t: You’ve been mentioned with wrong information and need to detect and fix it.
Best for: Agencies, competitive intelligence, established brands
Core strength: Side-by-side competitor visibility comparison
LLM coverage: ChatGPT, Perplexity, Claude, Gemini, Copilot
Pricing: €89-€499/month
Free trial: 14 days (Card Required)
Peec AI focuses heavily on competitive benchmarking, making it popular with agencies managing AI visibility for multiple clients.
Competitive Comparison: Peec’s standout feature. You can track up to 5 competitors simultaneously and see:
Agency-Friendly Reporting: Peec is built for client work:
Prompt-Level Insights: For each tracked prompt, Peec shows which brands were mentioned, their position in responses (1st, 2nd, 3rd), citation status, and basic sentiment.
Multi-Client Management (Pro): The Pro plan includes:
Best for Known Brands: During testing, Peec worked well for tracking established brands AI already knows. For newer SaaS products with limited mentions, insights were limited.
Limited Accuracy Validation: Peec tracks “sentiment” (positive, neutral, negative) but doesn’t validate:
I found mentions Peec marked “positive sentiment” that contained outdated pricing information.
No Hallucination Detection: Like Otterly, Peec doesn’t flag when AI invents details or confuses brands.
Higher Cost: At €89-499/month, Peec costs 2-3x more than basic trackers, though agency features may justify it.
Best competitive benchmarking I tested
Professional client-facing reports and exports
Multi-client dashboard on Pro plan
Coverage across 5+ major LLM platforms
Good prompt-level visibility breakdowns
14-day trial available (Card Required)
Works best for established brands (weak for new SaaS)
No accuracy or hallucination detection
Sentiment tracking misses misinformation
More expensive than comparable tools
Interface complexity for simple needs
Not ideal for:
Setup time: 15 minutes (more complex than Otterly)
Time to insights: 48 hours (competitive data takes longer)
Most valuable: Seeing exactly which prompts competitors dominate
Best for: Content teams focused on optimization
Core strength: Content recommendations for AI visibility
LLM coverage: Limited (optimization-focused)
Pricing: $75-$1250/month
GetAiso takes a different approach than pure tracking tools, focusing on content optimization to improve AI visibility.
✅ Content-driven optimization guidance
✅ Schema and structure recommendations
✅ Good for content-led teams
❌ Limited tracking depth
❌ Requires sales process (no self-serve)
❌ No accuracy validation
❌ Unclear methodology
Best for: Content teams wanting optimization guidance more than ongoing tracking.
Best for: Fortune 500, large enterprises
Core strength: Scale, compliance, multi-brand tracking
LLM coverage: 8+ platforms (most comprehensive)
Pricing: $99-$399/month
Profound is one of the earliest AI visibility platforms, built specifically for large organizations with complex needs.
Comprehensive Platform Coverage: Tracks more LLMs than any competitor – ChatGPT, Claude, Gemini, Perplexity, Copilot, Meta AI, Grok, plus emerging platforms.
Automated Prompt Discovery: Profound automatically finds:
Enterprise Features:
Multi-Brand Support: Built for organizations managing multiple product lines, regions, or business units.
No Self-Serve: Can’t sign up and test yourself. Requires sales calls, custom scoping, contracts, and dedicated onboarding.
Extremely High Cost: Pricing starts around $99/month (limited tracking) & $2000/month for enterprise with annual commitments. Out of reach for startups, small agencies, or individual SaaS brands.
Limited Accuracy Validation: Despite sophistication, Profound tracks mentions and positioning but not accuracy. I didn’t see hallucination detection or pricing validation in demos.
Complex Interface: Overwhelming for teams wanting simple answers.
✅ Most comprehensive LLM coverage (8+)
✅ Automated prompt discovery at scale
✅ Enterprise compliance and security
✅ Multi-brand and multi-team support
✅ Dedicated customer success
❌ Extremely expensive ($2K+/month)
❌ No self-serve access (sales required)
❌ Complex for small teams
❌ No accuracy detection
❌ Annual contracts only
Not for: For the starter pack of $99/month, there are limitations. ChatGPT Tracking Only & 50 prompts tracked.
Need enterprise features at startup pricing?
Best for: Anyone wanting free AI visibility checks
Core strength: Zero cost, no signup required
Coverage: Various AI platforms
Pricing: Free
AI Product Rankings isn’t a traditional tracking tool. It’s a free website where you search for your product and see how it ranks in AI-generated lists.
✅ Completely free forever
✅ No signup or email required
✅ Quick way to check basic visibility
✅ Good starting point before paid tools
❌ No ongoing tracking or monitoring
❌ No historical trends
❌ No alerts when visibility changes
❌ Limited to ranking data
Best for: Anyone wanting to check “does AI mention us at all?” before investing in tracking software.
Based on four months of testing, here’s my framework for choosing the right platform.
Start with:
Based on testing 10 platforms, these factors matter most:
Most important feature. Being mentioned with wrong info hurts more than not being mentioned.
Look for tools that validate:
Tools with this: LLMClicks (comprehensive), Peec (sentiment only)
Tools without: Otterly, Waikay, Goodie, Ziptie
Minimum viable: ChatGPT + Perplexity + one other
Comprehensive: 5+ platforms
Priority order:
Manual (time-intensive): You create every prompt
Tools: Otterly, Waikay
Automated (saves 10+ hours/month): Platform suggests relevant prompts
Tools: LLMClicks, Profound
From my testing:
Red flags:
Green flags:
If I wasn’t building LLMClicks.ai And had to choose a competitor, here’s my honest take:
For most SaaS companies: LLMClicks
(Obviously biased, but accuracy detection + specific recommendations + reasonable pricing is why I built it)
For budget-conscious testing: Otterly
At $29/month, it’s affordable for baseline mention tracking if accuracy isn’t critical yet.
For agencies needing pretty reports: Peec AI
Best competitive benchmarking and client-facing exports I tested.
For Fortune 500: Profound
Scale and compliance justify the cost for large enterprises.
For free checks: AI Product Rankings
Good starting point before investing in paid tools.
After testing 10 platforms, one pattern was clear:
Most AI visibility tracking tools measure popularity. Very few measure accuracy.
Being mentioned frequently doesn’t matter if AI is describing you incorrectly.
During my testing, I found brands with:
The question isn’t “Are we mentioned in AI?”
The question is “What is AI saying about us, and is it true?”
That’s the problem LLMClicks was built to solve, and why accuracy detection became our core differentiator.
Most SaaS teams start with $50-150/month tools.
AI Product Rankings offers completely free lookups with no signup. Goodie has a limited free tier for ongoing monitoring. Both lack accuracy detection and competitive insights available in paid tools.
After testing 10 AI visibility tracking tools, here’s your action plan:
The brands winning in 2026 are those controlling their AI narrative early. Start now.
Ans: An AI visibility tracker monitors how platforms like ChatGPT, Perplexity, Claude, and Google Gemini mention your brand when users ask questions. Unlike SEO tools that track keyword rankings, AI visibility trackers measure presence in AI-generated answers where users don’t see lists of links.
Ans: During my testing, I found being mentioned with wrong information (outdated pricing, incorrect features) causes more damage than not being mentioned. Prospects who research using AI arrive at demos confused or skeptical, reducing conversion rates significantly.
Ans: SEO tracks where your pages rank in search results. AI visibility tracking measures what AI says about your brand in direct answers. Users often never click through from AI responses, making visibility and accuracy equally critical since they may never see your website.
Ans: Based on testing 10 platforms, LLMClicks delivers best ROI for SaaS because it validates accuracy (not just mentions), provides specific fixes, and tracks all major platforms for $49-149/month. For budget-conscious teams, Otterly at $29/month offers basic mention tracking without accuracy detection.
Ans: Google Analytics can track referral traffic from AI platforms, but it cannot measure AI mentions, competitive positioning, or whether AI describes your brand accurately. Dedicated AI visibility tracking tools are required for comprehensive insights.
Ans: Yes. During testing, I found brands ranking #1 on Google that were invisible in ChatGPT, and others with poor Google rankings dominating AI recommendations. AI visibility and SEO are separate channels requiring separate tracking tools.