Best LLM Visibility Tools in 2026: 9 Tools Compared

Profound fits larger brands that need to track how AI answers describe them across many engines. It monitors prompts, citations, and sentiment, and it surfaces the sources AI answers actually cite. That citation view helps teams see which pages, reviews, and articles shape an answer. The catch is price and scope. Profound does not publish a simple entry price for enterprise plans, and small teams may find cheaper tools cover their core prompts. For a brand where AI answers now drive discovery, though, Profound gives depth that budget tools cannot match. Start with a focused prompt set before you expand coverage.

Peec AI suits mid-size teams that want to compare their brand against rivals in AI answers. It tracks mentions, citations, and share of voice across major engines, and it lets you track different markets. The entry plan starts at $95 per month on recent pricing pages, which makes budgeting easier than custom-priced rivals. The limit is prompt volume. Entry plans cover a modest prompt set, so you need to choose prompts that reflect real buying questions, not every keyword you track in search. If you pick prompts well, Peec AI gives a clear competitive view without enterprise cost. If you need thousands of prompts, price a higher tier first.

Scrunch AI fits teams that want a clear picture of when AI answers recommend their brand and when a rival replaces them. Its reports show presence, citations, and sentiment by prompt, which helps content teams prioritise fixes. A published entry price near $250 per month helps mid-size teams plan. The downside is cost for small firms. Solo founders and tiny teams will find Otterly.AI or Rankscale cheaper for core monitoring. Scrunch AI earns its place for brands that need regular reporting to stakeholders and a structured view of competitor movement, not just a one-off audit.

Otterly.AI suits small teams and solo founders who need basic LLM visibility without enterprise pricing. Its Lite plan starts at $29 per month on recent pages and covers core prompts and workspaces, with Google AI surfaces alongside chat engines. Setup is fast, which helps teams that want a first baseline quickly. The trade-off is depth. Prompt limits are modest, and larger teams will need higher plans for volume, seats, and controls. For a first tool, though, Otterly.AI is our pick for most small teams because it answers the core question: are AI answers mentioning us, and what sources do they cite.

AthenaHQ fits teams that want broad engine coverage and a free starting point. Its Essential plan offers a limited free credit allowance, while Starter starts at $295 per month on recent pages. Dashboards, citation tracking, and analytics help larger teams turn raw answers into work lists. The credit model needs care. Each answer consumes credits, so prompt count, engine count, and check frequency all affect cost. Map your weekly prompt volume before you buy, and use the free plan to test prompt quality. For teams that need many engines, AthenaHQ gives breadth that cheaper tools may not.

Brandlight suits brand and communications teams that care about tone, not just mentions. It tracks how AI answers describe a brand, what sentiment surrounds it, and which narratives recur across engines. That view helps PR teams spot a harmful framing early. The limit is pricing transparency. Entry pricing is not as simple as Otterly.AI or Peec AI, so small teams should request a quote for a defined prompt set. For larger brands where reputation matters, Brandlight adds a narrative layer that pure rank tracking misses. For pure prompt counting, cheaper tools do enough.

Rankscale fits SEO teams moving into AI visibility who want wide engine coverage without paying per seat. It tracks brand mentions across many answer engines, compares competitors, and offers API access for agencies. Some plans allow credits to roll over, which helps uneven workloads. The catch is the credit model. You need to understand how many credits a prompt set uses across engines and days before you judge value. Once you map that, Rankscale can be efficient for agencies that track many brands. For a single-brand team, a simpler prompt-based plan may be easier to budget.

Goodie AI suits small and mid-size businesses that want actions, not just charts. It tracks visibility across models, shows cited sources, and turns gaps into a work list for content and PR. Higher plans add revenue attribution, which helps teams link AI visibility to business results. The limit is entry cost. Goodie AI costs more than Otterly.AI for basic monitoring, so it fits teams that will act on its recommendations. If you only need a monthly mention count, a cheaper tool will do. If you need a prioritised fix list, Goodie AI earns its price by saving analysis time.

Semrush AI Visibility Toolkit fits teams that already use Semrush for search. It adds AI visibility tracking, prompt monitoring, and citation views to a familiar SEO workflow, so teams do not need a separate reporting system. The toolkit starts at $99 per month per domain on recent pages. The downside is total cost. If you do not already pay for Semrush, the combined price may exceed a standalone tool. Prompt limits on the entry tier also need checking for larger brands. For Semrush customers, though, it is a practical choice because AI and search data sit in one place.