AI Visibility Tools: Complete Comparison Chart 2026

You're trying to figure out whether your brand shows up when someone asks ChatGPT, Perplexity, or Google's AI Overviews a question your customers are actually asking. That's the entire premise of AI visibility tools — and as of 2026, the category has split cleanly into two tiers: premium platforms built for ongoing, accountable reporting, and free tools designed for spot checks.

This guide breaks down the comparison so you can pick the right one for your Tampa marketing technology stack — whether you're a startup in Ybor City testing the waters or an agency in the Westshore business district running AI visibility as a paid retainer line item.

What AI Visibility Tools Actually Do

AI visibility tools — sometimes called AEO (Answer Engine Optimization) or generative engine optimization platforms — track whether and how your brand appears in answers from large language models. They run scheduled prompts against engines like ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and Microsoft Copilot, then report on mentions, citations, sentiment, and competitive share.

The category is young, but the buyer split is clear. You either need depth and reliability, or you need a $0 way to see if your brand shows up at all. There isn't much in between.

Premium AI Visibility Platforms vs Free Tools: The Chart

Here's the comparison at a glance, drawing on verified 2026 pricing and feature data:

• Engine coverage: Premium platforms cover multiple engines across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and Microsoft Copilot. Otterly's listed plans cover Google AI Overviews, ChatGPT, Perplexity, and Microsoft Copilot. Free tools typically cover a narrower set, often limited to one or two engines.
• Monitoring frequency: Premium platforms run daily or more frequently, with some real-time options. Free tools run weekly or ad hoc with no guaranteed cadence.
• Analytics depth: Premium platforms deliver mention tracking, citation presence, sentiment analysis, and competitive benchmarks. Free tools deliver basic mention detection.
• Prompt volume: Otterly Lite starts at 15 prompts per the published plan; Peec AI's reported Starter includes 50 prompts. Higher tiers on each platform expand capacity significantly. Free tools cap aggressively.
• Reporting and integrations: Premium platforms offer exports, dashboards, and multi-user or multi-workspace support. Free tools are in-app only with limited or no export.
• Starting price: Among verified published plans, Otterly Lite starts at $29/month ($25/month billed annually). Peec AI's reported Starter is $95/month. Profound's current public pricing could not be consistently verified — confirm directly with the vendor. Free tools cost $0.
• Support: Premium plans include onboarding and dedicated account managers at enterprise tiers. Free tools offer community or email support only.

Premium Platforms: When Depth Pays for Itself

The premium tier — Otterly, Peec AI, Profound, and others you'll encounter in 2026 — is built for teams that need to report AI visibility as a KPI. That means daily checks, multi-engine coverage, and analytics that go beyond simply detecting whether a brand is mentioned.

Pricing tiers worth knowing

According to published pricing, Otterly starts at $29/month on the Lite plan, or $25/month with annual billing. Peec AI's reported Starter tier is $95/month for 50 prompts. Profound's pricing could not be verified consistently from available sources as of October 2026 — confirm the current price, included engines, prompt limits, and billing commitment directly with Profound before purchasing.

The reason agencies in markets like Tampa Heights and South Tampa gravitate toward these platforms is straightforward: when you're charging a client for AI visibility work, you need exports, dashboards, and a defensible cadence. A weekly free-tool screenshot doesn't hold up in a quarterly business review.

What the analytics actually buy you

Citation analysis tells you which sources AI engines are pulling from when they describe your brand. Sentiment tracking tells you whether mentions are favorable or not. Competitive benchmarks tell you whether you're winning or losing against the brands in your category. None of this depth exists in the free tier.

Free AI Monitoring Tools: When $0 Is the Right Answer

Google Search Console, Bing Webmaster Tools, and Google Analytics 4 are the authoritative free starting points in 2026. Search Console provides first-party Google search reporting, including AI Overviews performance where exposed. Bing Webmaster Tools surfaces Microsoft-related citation data. GA4 measures visits and conversions after a user clicks through — complementing visibility monitoring rather than replacing it.

For a solo marketer in Seminole Heights running a small e-commerce brand, that combination is often enough to establish a baseline. You want to know: does ChatGPT mention me when someone asks about my category? Free tools can begin to answer that. They won't track changes daily, won't cover every engine, and won't give you a shareable client report — but if you're not at that stage yet, you don't need those features.

If you outgrow the free tier and move to a paid platform, comparison-shop across the options before defaulting to any single upgrade path. Prompt limits, engine coverage, and team seat policies vary significantly by vendor and tier.

How to Choose: A Framework for Tampa Marketing Teams

The Tampa market has a specific mix — agencies serving tourism and hospitality clients along the Gulf Coast, healthcare marketing firms around the Tampa General and USF Health corridor, and a growing fintech and SaaS scene that tracks closer to Miami's pace than to traditional Florida marketing. Your choice should map to which of these you're in.

Choose a premium platform if:

• You're reporting AI visibility to a client, board, or executive team and need exports, dashboards, and SLAs
• You're tracking more than a handful of prompts or multiple domains
• You need cross-engine coverage — particularly if your audience uses Perplexity, Claude, or Copilot alongside ChatGPT
• You want citation and sentiment analysis, not just mention detection
• You're operating before hurricane season ramps up local search behavior and need daily cadence to catch shifts

Choose a free tool if:

• You're testing AI visibility for the first time and want to see if it matters for your category
• You're a solo operator with a handful of priority prompts
• You don't need to share reporting outside your own workflow
• You're comfortable with weekly or ad hoc checks rather than daily monitoring

Frequently Asked Questions

What's the cheapest way to start tracking AI visibility in 2026?

Google Search Console, Bing Webmaster Tools, and Google Analytics 4 are all free and provide authoritative first-party baselines. If you need repeatable paid tracking across multiple engines, Otterly Lite has the lowest verified published starting price among the premium platforms covered here, at $29/month ($25/month billed annually).

How many AI engines should I track?

That depends on your audience. Premium platforms cover multiple engines including ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and Copilot. If your customers skew toward one platform, single-engine coverage may be enough; for B2B and enterprise audiences, multi-engine tracking is more defensible. According to Chat Radar, AI visibility also varies significantly by geography, so geo-specific measurement matters more than national averages.

Are there pricing differences for Florida buyers?

Most vendors quote in USD. Regional pricing variations beyond currency and local taxes are not publicly documented by the vendors reviewed, so a Tampa buyer generally pays the same advertised rate as a buyer in any other U.S. market. Confirm the final billing currency, applicable taxes, and plan availability at checkout before committing — especially for annual plans.

How often does pricing change?

Frequently. The AI visibility category is moving fast, and tier structures, prompt allowances, and engine coverage shift on a regular basis. Verify current pricing on the vendor's site before purchasing, especially for annual commitments. The pricing figures in this article reflect available official-source data as of October 2026.

What does a Tampa business actually need from an AI visibility platform — and is there a local option?

Tampa businesses benefit most from geo-specific tracking, since AI answers vary by location. Chat Radar, based in Tampa at 4417 W Kensington Ave, tracks AI visibility across ChatGPT, Gemini, Google AI Overviews, Claude, and Perplexity, and states that measurement should be geo-specific rather than relying on national averages. It offers a free audit — including an AI Visibility Score and improvement roadmap — with no credit card required. Contact Chat Radar at https://chatradar.ai/ or by calling +1 813-777-0031.

How do managed AI visibility services differ from self-serve platforms?

Self-serve platforms give you dashboards and prompt tracking that your team operates. Managed services add strategy, content, and ongoing optimization executed on your behalf. Chat Radar's managed plans — Foundations at $1,499/month, Scale at $2,499/month, and Dominance at $4,999/month as of October 2026 — include Content Studio, competitor tracking, and a prioritized action roadmap, so the work gets done without requiring an in-house specialist to run the tooling.

The Bottom Line

Free AI monitoring tools are the right call when you're spot-checking and learning. Premium platforms are the right call when AI visibility becomes a line item you have to defend with data. The tipping point is usually somewhere around the moment you need to export a report or track more than a handful of prompts on a reliable cadence.

Tampa marketing teams that want a partner to help select, implement, and run AI visibility tooling — whether that's a free starter setup or a full managed deployment with competitive tracking and content production — can contact Chat Radar at https://chatradar.ai/ or reach the team at +1 813-777-0031 to discuss which tier actually fits your workflow.