Cited vs Profound vs Peec: Which Multi-LLM Monitoring Platform Tracks Your Brand Across ChatGPT, Perplexity, and Gemini?

Your Brand Is on Google. It's Invisible in AI Search. These Are Different Problems.

Bottom line: For Indian B2B SaaS companies that need to track their brand across AI platforms, Cited offers the best value with ₹-denominated pricing, perception gap analysis, and diagnostic content briefs starting at ₹7,999/month. Profound ($99-$399/month) is the enterprise choice for up to 10-platform coverage. Peec ($95-$495/month) suits analytics-focused SEO teams that build their own strategy.

Your B2B SaaS company ranks on page one of Google for "best project management tool for remote teams." But when a buyer queries an AI recommendation engine like ChatGPT with the same question, your brand doesn't appear. Three competitors get named — with reasons. You're not even in the conversation.

This isn't an SEO failure. It's an LLM visibility problem. Google search rankings and AI search visibility are measured differently, driven by different signals, and require different tools to track. A brand can dominate Google and still be completely invisible in AI search when buyers ask ChatGPT, Perplexity, or Gemini about their category.

Multi-LLM monitoring — also called GEO visibility tracking — is the discipline of tracking your brand's generative search visibility across AI platforms simultaneously. It's about understanding not just whether you appear, but how you're described, where competitors outrank you, and what content is driving those AI-generated recommendations. This post compares the three leading platforms for generative engine optimization: Cited, Profound, and Peec — with specific attention to per-platform LLM coverage, perception gap analysis, and the India B2B SaaS use case.

Profound just raised $96 million at a $1 billion valuation. Peec closed a $21 million Series A. G2 has an AEO category now. And if you Google "best GEO platform," you'll find dozens of tools claiming to track AI visibility.

The short answer on Cited vs Profound vs Peec: Profound is right for enterprise teams with dedicated GEO analysts. Peec is right for analytics-focused SEO teams. Cited is right for B2B SaaS and D2C brands — particularly in India — that need a diagnostic playbook, not just a dashboard. Here's the honest breakdown.

Twelve months ago, this AEO/GEO platform category barely existed. Now it's crowded, confusing, and — ironically — most of the comparison content is written by the platforms themselves. The same self-promotional listicle problem that plagues AI search results also plagues the GEO tools market.

So here's something different: an honest comparison from someone who built one of these platforms. Here's where each excels and where each falls short — and how to decide based on what your team actually needs.

What Multi-LLM Monitoring Actually Means (And Why Platform Coverage Depth Matters)

Multi-LLM monitoring is the practice of tracking how your brand appears across multiple AI platforms — ChatGPT, Perplexity, Gemini, Claude, Grok, and others — simultaneously, using the same set of prompts. It answers a question traditional SEO tools cannot: when a buyer asks an AI platform about your category, does your brand get mentioned?

Coverage depth matters because different AI platforms serve different stages of the buyer journey. A B2B SaaS buyer might use Perplexity for initial research (high-intent, citation-heavy), ChatGPT for feature comparisons (conversational, recommendation-driven), and Gemini through Google AI Mode for quick validation. A brand invisible on Perplexity but visible on ChatGPT is still losing deals at the research stage.

The critical distinction between monitoring platforms is prompt-level tracking — the ability to see which specific prompts trigger your brand's recommendation versus which trigger a competitor's recommendation. Aggregate brand mention scores are a starting point, but they hide the prompt-by-prompt reality where most of the strategic insight lives. When a buyer asks "which CRM is best for a 50-person sales team in India?" and ChatGPT names three competitors but not you, the insight isn't your overall score — it's understanding why that specific prompt excludes you.

This is where AI narrative intelligence becomes essential: understanding not just whether your brand appears, but how AI describes you relative to competitors.

The AEO/GEO platform market in 2026

Let me set the landscape before comparing individual tools.

Profound is the enterprise leader. $96M Series C led by Lightspeed, with Sequoia, Kleiner Perkins backing it. $155M total funding. 700+ enterprise customers including Target, Walmart, and MongoDB. 10% of the Fortune 500. They've built the most comprehensive monitoring platform in the category.

Peec AI is the analytics-first contender. $21M Series A. Strong reputation for research — their 232,000-citation study on self-promotional listicles is one of the most widely cited datasets in GEO. Clean analytics design. Growing agency adoption.

Cited is the diagnostic + playbook platform. That's us. Earlier stage, smaller team, focused on the India and MENA markets. We built Cited because we saw a gap: platforms that tell you what your AI visibility score is, but not why it's that number or what to do about it.

Dozens of other tools fill various niches — from AI brand monitoring to content optimisation to agent analytics. The market is real. The confusion is also real. For side-by-side breakdowns of each, see our comparison hub.

Platform-by-Platform LLM Coverage: Cited vs Profound vs Peec

This is the question most B2B teams ask first: which AI platforms does each tool actually track?

How to read this table: Profound wins on raw LLM coverage breadth — 10+ platforms is unmatched. Peec offers flexibility by letting you choose which 3 platforms to track. Cited covers the 5 platforms that matter most for the Indian market and adds perception gap analysis and AI narrative intelligence that neither competitor offers at any tier.

For B2B SaaS companies tracking ChatGPT, Perplexity, and Gemini — which covers the core buyer research journey — all three platforms can do this. The differentiation is in what happens after tracking: Profound gives you dashboards, Peec gives you analytics, Cited gives you a diagnostic with content briefs.

Profound — the enterprise tracking powerhouse

What it does well:

Profound has the broadest platform coverage in the category. It tracks brand visibility across 10+ AI platforms — ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode, Copilot, Claude, Grok, Meta AI, and DeepSeek. No other platform covers as many.

Their Agent Analytics feature tracks AI crawler activity on your website — which AI bots are visiting, what pages they're indexing, how often. This is unique and genuinely useful for understanding the supply side of AI visibility.

Workflows allow automated content operations. The MCP integration, WordPress plugin, and Google Analytics connection mean Profound fits into an enterprise MarTech stack without manual workarounds. HIPAA compliance and SOC 2 Type II make it viable for regulated industries. 30+ language support covers global brands.

Citation Attribution Modeling — connecting AI mentions to downstream business outcomes — is their newest strategic feature and a real differentiator for teams that need to justify GEO spend to the C-suite.

Where it falls short:

Profound offers a $99/month Starter plan (self-serve), but it only covers ChatGPT with 50 prompts and 1 seat. To monitor across three AI platforms — which is the minimum for any serious GEO effort — you need the Growth plan at $399/month (ChatGPT, Perplexity, and Google AI Overviews; 100 prompts; 3 seats; 400 agent credits/month; 4 Opportunities/week). Full access to 10+ Answer Engines requires custom Enterprise pricing with SSO and SOC 2 compliance. For an Indian B2B SaaS company spending ₹30,000/month on marketing, even the $99/month entry tier is a commitment for a single-platform view.

Profound is heavy on monitoring, lighter on "what to do next." The Growth plan adds agent credits for content generation and 4 Opportunities per week, but translating dashboard data into specific content actions for your market still requires a skilled GEO analyst on your team. If you don't have one, you're paying for a dashboard you can't fully act on.

No India-specific benchmarks or contextualisation. Profound's customer base is US/global enterprise. Indian brand marketers won't find India-specific category benchmarks, ₹-denominated pricing, or recommendations that account for India's unique AI adoption patterns.

Best for: Enterprise marketing teams with dedicated GEO analysts who need comprehensive monitoring across all AI platforms, integration with existing MarTech, and the ability to justify GEO investment with attribution data. See our detailed Cited vs Profound comparison →

Peec — the analytics-first platform

What it does well:

Peec's analytics are genuinely well-designed. The dashboard is clean, the metrics are thoughtfully chosen, and the data visualisation makes complex AI visibility patterns intuitive. If you're an SEO professional who thinks in terms of dashboards, Peec feels familiar.

Their research output is industry-leading. The 232,000-citation study, their AI search metrics framework, and regular data publications have made Peec a credible voice in the GEO space. This isn't marketing content — it's genuine research that the industry cites.

The Actions feature is worth noting. It analyses your visibility data and clusters recommendations into Owned Media opportunities and Earned Media gaps, each scored with a Relative Opportunity Score. This is Peec's answer to the "what do I do with this data?" question — and it's a meaningful step beyond pure monitoring.

Daily tracking across plans means you see visibility changes quickly — important given how frequently AI models update.

Where it falls short:

Platform coverage is narrower than Profound's. You choose 3 AI models on the Starter, Pro, and Advanced plans from 7 available (ChatGPT, AI Mode, AI Overviews, Copilot, Perplexity, Gemini, Grok). Full platform access requires Enterprise. For brands that need visibility across ChatGPT, Gemini, Perplexity, Claude, and Grok, the fixed 3-model selection means trade-offs.

Pricing starts at $95/month for 50 prompts (Starter), $245/month for 150 prompts (Pro), and $495/month for 350 prompts (Advanced). The Pro plan's 150 prompts and 2 projects can feel limiting for brands tracking multiple product categories.

India-specific context is minimal. Like Profound, Peec's primary market is US/European. The platform doesn't provide India-specific benchmarks or recommendations tailored to Indian brand challenges.

Best for: SEO teams and agencies that want clean analytics, strong data to inform their own strategy, and a platform that thinks carefully about measurement methodology. Teams that prefer to build their own playbooks from data rather than receive prescriptive recommendations. See our detailed Cited vs Peec comparison →

Cited — the diagnostic + playbook approach

What it does well:

Full disclosure — this is our platform, so I'll be specific about what we built and why.

Cited doesn't just tell you your AI visibility score. We diagnose why — which platform cites you, which doesn't, what content is being cited (or ignored), and what specific content gaps are causing invisibility on each platform. The output is a playbook with content briefs, not just a dashboard.

The platform tracks visibility across 5 AI platforms (ChatGPT, Gemini, Perplexity, Claude, and Grok) with weekly data refreshes. Plans start at ₹7,999/month ($79) for 3 platforms and 25 prompts, scaling to ₹29,999/month ($299) for full 5-platform coverage with 75 prompts. Every plan includes unlimited team seats, Narrative Intelligence (how AI describes your brand vs competitors), and prioritised recommendations with content briefs.

For teams not ready for a monthly commitment, the Comprehensive AI Visibility Report covers 200+ prompts across 5 platforms at ₹9,999/$99 as a one-time diagnostic — and the free AI Visibility Report (20 prompts, 3 platforms, 24-hour turnaround) gives brands a baseline before committing to anything.

India and MENA market focus is our differentiator. We've run GEO benchmarks on Indian D2C brands that don't exist anywhere else. Our recommendations account for India-specific factors — ₹-denominated pricing, Indian category dynamics, India's unique platform adoption patterns (India is among ChatGPT's largest user bases globally, Perplexity's #2 traffic source).

The GEO Score scanner provides instant AI-readiness assessment — a quick signal before committing to a full audit. And the Cited Index — a free, public leaderboard ranking 257 Indian brands by AI visibility — demonstrates the depth of data our platform generates.

Where it falls short:

We're earlier stage and smaller than Profound and Peec. Fewer integrations. No WordPress plugin, no Google Analytics connector, no agent analytics (yet). If you need a tool that plugs into an enterprise MarTech stack with SSO and SOC 2 compliance, we're not there yet.

The platform is built for the India/MENA market first. If you're a US enterprise managing global brands across 30 markets, Profound is the more natural fit.

Best for: Indian B2B SaaS brands, D2C companies, and agencies that need to understand why they are (or aren't) visible in AI search and want a specific action plan — not just a dashboard. Teams that want the diagnostic depth of a consulting engagement at a SaaS price point.

How Perception Gap Analysis Works — And Why It's the Feature B2B Teams Actually Need

Most multi-LLM monitoring platforms tell you whether your brand appears in AI answers. Perception gap analysis tells you why a competitor is chosen instead of you — and what to do about it.

Here's how it works in Cited: the platform runs your tracked prompts across ChatGPT, Perplexity, Gemini, Claude, and Grok, then maps exactly where your brand is recommended versus where a competitor is picked instead. But it goes further — it surfaces the narrative each AI platform uses to describe you and your competitors.

A concrete B2B SaaS example: A buyer asks ChatGPT "which project management tool is best for remote engineering teams?" The AI recommends Competitor A as "purpose-built for distributed engineering teams with async collaboration," Competitor B as "the most affordable option for small remote teams," and your brand as... nothing. Or worse — "also an option for smaller teams" when you actually serve 500-person engineering organisations.

Perception gap analysis surfaces this exact narrative mismatch. It shows you:

• Which prompts exclude you entirely — and which prompts mention you but in a weaker position
• How AI frames your competitors — the specific language, attributes, and positioning AI uses for each
• Where the narrative gap lives — the disconnect between your brand positioning and how AI describes you
• Which content would close the gap — via the content brief generator, which produces structured briefs targeting specific perception gaps

This is fundamentally different from aggregate visibility scores. A brand with 60% mention rate might sound healthy — until perception gap analysis reveals that on the 10 highest-intent prompts where buyers make decisions, a competitor is chosen every time.

In the 3-Layer AI Visibility Stack, perception gap analysis lives squarely in Layer 3 (Authority) — the hardest layer to fix, and the one where most B2B SaaS brands lose deals. Monitoring platforms tell you your Layer 2 (Citability) score. Perception gap analysis shows you why your Layer 3 positioning is costing you citations — and what content would close that gap.

For B2B SaaS companies, prompt-level brand tracking with perception gap analysis is the feature that turns monitoring data into competitive intelligence. It's the difference between knowing your score and knowing how to change it.

Cited for Indian B2B SaaS Companies: Pricing, Coverage, and What You Actually Get

If you're a B2B SaaS company based in India evaluating multi-LLM monitoring tools, here's what matters: budget sensitivity is real, USD-denominated pricing adds friction, and you need actionable GEO improvement suggestions — not just dashboards your team doesn't have the bandwidth to interpret.

Entry point — free: The free AI Visibility Report covers 20 prompts across ChatGPT, Perplexity, and Gemini. Delivered within 24 hours. No login, no credit card. This is where most Indian B2B teams start — it validates whether AI invisibility is a real problem for your brand before you commit to anything.

One-time diagnostic — ₹9,999 ($99): The Comprehensive Report runs 200+ prompts across 5 AI platforms (ChatGPT, Perplexity, Gemini, Claude, Grok). Covers competitive landscape, prompt-level intelligence, and 5 prioritised recommendations. Ideal for B2B SaaS teams that want to understand their LLM visibility without committing to monthly spend.

Monthly tracking — ₹7,999/month ($79): The Starter plan tracks your brand across 3 AI platforms with 25 prompts and unlimited seats. Includes a top-line Narrative Summary and Perception Gap score. This is AI brand monitoring at a price point that doesn't require C-suite budget approval.

Full execution — ₹29,999/month ($299): The Pro plan covers 5 platforms, 75 prompts, full AI narrative intelligence, perception gap analysis with root-cause gap cards, and 5 content briefs per week. For B2B SaaS companies serious about closing GEO visibility gaps, this is where the content brief generator turns insights into action.

What the reports actually show: Which AI platforms mention your brand, for which prompts, how you're described relative to competitors, and what content changes would improve your position. The recommendations are specific to each platform — what works for ChatGPT brand tracking is different from what works for Perplexity brand visibility.

For context: Peec's Pro plan is $245/month and Profound's Growth plan is $399/month — both in USD. Cited's ₹-denominated pricing and India-specific benchmarks (257 brands across 8 categories in the Cited Index) make it the most accessible multi-LLM monitoring platform for Indian B2B SaaS teams looking to improve their brand visibility in AI search.

Feature comparison

How to choose — a decision framework

The question isn't which is the best multi-LLM monitoring platform in 2026. It's which fits your team's maturity, budget, and market.

If you're an early-stage B2B SaaS company with limited budget: Start with Cited's free AI Visibility Report or the ₹9,999 Comprehensive Report. Get a baseline across 3-5 platforms before committing to monthly spend. Understand whether AI invisibility is actually costing you deals.

If you need ongoing multi-LLM tracking with actionable content recommendations: Cited's Pro plan (₹29,999/month) covers 5 platforms with perception gap analysis and content briefs — the complete loop from AI search optimization to action. Peec's Pro at $245/month is comparable on tracking but lacks the content brief generator.

If you're an enterprise team needing deep multi-platform coverage: Profound is the natural fit. 10+ LLMs, MarTech integration, SOC 2 compliance, and Citation Attribution Modeling for justifying GEO spend to the C-suite. Budget accordingly — meaningful coverage starts at $399/month.

If you're an India-based team needing local pricing and context: Cited is the only platform with ₹-denominated pricing, Indian brand benchmarks (257 brands across 8 categories), and recommendations tailored to the Indian market. Neither Profound nor Peec offers India-specific data.

If you're just starting with GEO, don't commit to a monthly platform yet. Get a baseline first. Use Cited's free Report or Peec's trial to understand your current AI search visibility. Then decide whether you need continuous monitoring (Profound/Peec) or diagnostic + playbook (Cited).

The honest truth about all three

No AEO/GEO platform is a silver bullet. This category is 18 months old. All three platforms — and the dozens of others — are shipping features fast. What's true today may shift in six months.

What matters more than the tool: actually acting on the insights. The biggest waste in GEO is paying for a dashboard and never changing your content. I've seen brands on Profound's Enterprise plan with better visibility data than anyone in their category — and zero content changes in three months. The data didn't help because nobody acted on it.

The best AI brand monitoring platform is the one your team will actually use to make content decisions. For some teams, that's Profound's comprehensive dashboard. For others, it's Peec's clean analytics and GEO insights. For B2B SaaS and D2C brands — particularly in India — that need someone to say "here's exactly what to fix, on which platform, with a content brief" — that's what we built Cited to do.

Frequently asked questions

What is the best GEO platform in 2026?

There's no single best — it depends on your team size, budget, and market. Profound leads for enterprise teams needing 10+ AI platform coverage and MarTech integration. Peec excels at clean analytics for teams that build their own strategy. Cited is best for B2B SaaS and D2C brands in India that need diagnostic depth and actionable content briefs, not just dashboards.

Can I track my brand across ChatGPT, Perplexity, and Gemini in one platform?

Yes. All three platforms — Cited, Profound, and Peec — can track your brand across ChatGPT, Perplexity, and Gemini. The difference is in depth: Cited provides prompt-level perception gap analysis showing exactly where competitors are picked over you. Profound offers the broadest coverage (10+ LLMs). Peec provides clean analytics dashboards with daily tracking.

How is AI search visibility different from Google search rankings?

Google SEO measures where your pages rank in search results. AI search visibility (LLM visibility) measures whether AI platforms like ChatGPT, Perplexity, and Gemini mention and recommend your brand when buyers ask category-level questions. A brand can rank #1 on Google and still be completely invisible in AI-generated answers — they are separate data layers requiring separate tracking tools. Learn more about GEO →

What does perception gap analysis actually show me?

Perception gap analysis surfaces the specific prompts where a competitor is recommended instead of your brand, then shows how each brand is described and positioned in those AI-generated answers. For example, ChatGPT might call your competitor "enterprise-grade" while describing your brand as "good for smaller teams" — even if you serve enterprises. This AI narrative intelligence informs exactly what content to create to close the gap.

Is there an AI brand monitoring tool with India-friendly pricing?

Cited is purpose-built for the Indian market. The Starter plan is ₹7,999/month ($79) for 3 AI platforms and 25 prompts with unlimited seats. A one-time Comprehensive Report is available at ₹9,999 ($99) for 200+ prompts across 5 platforms. The free AI Visibility Report covers 20 prompts across 3 platforms at no cost. By comparison, Peec starts at $95/month and Profound at $99/month — both in USD only.

How much does Profound cost?

Profound starts at $99/month for ChatGPT-only monitoring with 50 prompts and 1 seat. The Growth plan at $399/month covers 3 AI platforms with 100 prompts. Full 10+ platform coverage requires custom Enterprise pricing.

How does Cited compare to Profound for Indian brands?

Cited is purpose-built for the India and MENA markets — with ₹-denominated pricing (₹7,999/month entry), Indian brand benchmarks across 257+ brands, and recommendations that account for India's unique AI adoption patterns. Profound is US/global enterprise-focused with no India-specific data or pricing. See the full comparison →

How do I improve my brand's visibility in AI-generated answers?

Start by measuring where you stand — run a free AI Visibility Report across ChatGPT, Perplexity, and Gemini. Identify which AI platforms mention you and which don't. Then focus on the content gaps: create content using the language and framing AI associates with your category, earn coverage in third-party sources AI trusts, and use structured content briefs designed for generative engine optimization. Monitor monthly — GEO visibility compounds over time.

Not sure which multi-LLM monitoring approach is right for your B2B team? Start with a free AI Visibility Report — 20 prompts, 3 AI platforms, no commitment. See exactly where your brand stands in AI search before choosing a tool.