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 5–10+ engines (Profound tracks 10 major answer engines; Otterly covers Google AI Overviews, ChatGPT, Perplexity, and Copilot with Gemini as an add-on). Free tools usually cover 1–3, often limited to AI Overviews or ChatGPT only.
• 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 impression share, citation presence, hallucination scoring, sentiment analysis, and competitive benchmarks. Free tools deliver basic "mentioned vs not" detection.
• Prompt volume: Otterly Lite starts at 15 prompts, Profound Starter at 50 prompts, with enterprise tiers supporting thousands. Free tools cap aggressively — typically a handful of prompts per week.
• Reporting and integrations: Premium platforms offer CSV exports, APIs, BI integrations, multi-workspace support, and Slack/Teams hooks. Free tools are in-app only with limited or no export.
• Starting price: Premium plans run from $25/month (Otterly Lite, billed annually) to $82.50/month (Profound Starter, annual billing) to €89/month (Peec Starter). Free tools cost $0; the paid upgrade path on Hall jumps to $199/month.
• Support: Premium plans include SLAs, onboarding, and dedicated account managers at enterprise tiers, plus Slack support on some Pro plans like Peec Pro. Free tools offer community or email support only.

Premium Platforms: When Depth Pays for Itself

The premium tier — Profound, Otterly, Peec, Scrunch, and Conductor are the names you'll encounter most often 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 "are we mentioned."

Pricing tiers worth knowing

Profound runs Starter at $82.50/month (annual billing), Growth at $332.50/month, an Agency Growth tier at $99/month plus add-ons, and custom Enterprise pricing. Otterly starts at $25/month on the Lite plan with annual billing. Peec's Starter tier is €89/month — note the EUR pricing, which matters if you're budgeting in USD from Tampa.

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

Hallucination scoring tells you when an AI engine is inventing facts about your brand. Citation analysis tells you which sources the engines are pulling from when they describe you. Sentiment and competitive benchmarks tell you whether you're winning or losing against the brands in your category. None of this exists in the free tier.

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

Hall's free plan and LLMclicks' free features are the names that come up most in 2026. These tools let you check whether your brand is mentioned across a limited engine set, usually on a weekly or ad hoc basis, with hard caps on prompt volume and no export capability.

For a solo marketer in Seminole Heights running a small e-commerce brand, that's often enough. You want to know: does ChatGPT mention me when someone asks about my category? A free tool will answer that. It won't tell you why, won't track changes daily, and won't give you a CSV to share with a client — but if you're not at that stage yet, you don't need those features.

The upgrade math is worth flagging. Hall's paid tier starts at $199/month, which is more expensive than entry-tier premium platforms like Otterly Lite ($25/month) or Profound Starter ($82.50/month). So if you outgrow the free tier, comparison-shop before defaulting to the upgrade path.

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 hallucination and citation 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?

Free tiers on Hall and LLMclicks cost $0. If you need slightly more capability, Otterly Lite starts at $25/month with annual billing — currently the lowest entry point among premium platforms covered in verified 2026 pricing data.

How many AI engines should I track?

That depends on your audience. Premium platforms cover 5–10+ 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.

Are there pricing differences for Florida buyers?

Most vendors quote in USD; Peec.ai quotes in EUR, which adds currency conversion to your budgeting. Regional pricing variations beyond currency and local taxes are not publicly documented by the vendors reviewed, so a Tampa buyer pays the same advertised rate as a buyer in any other U.S. market.

How often does pricing change?Frequently. The AI visibility category is moving fast, and tier structures, prompt allowances, and engine coverage shift quarterly. Verify current pricing on the vendor's site before purchasing, especially for annual commitments.

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 15–50 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 premium deployment with hallucination tracking and competitive benchmarks — can reach Askable at https://askable.dev for a conversation about which tier actually fits your workflow.