01 · Ecommerce pick
eCommerce Insights
The resolution change: tracks every SKU across ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and Copilot, scores each PDP on citation and agent-readability, and ships fixes as reviewable diffs. Shopify push in Early access. From $99/mo, public. Disclosure: this is our product.
Who it's for: D2C brands and agencies where the question is "which product wins the answer," not "is the brand mentioned."
See the product →
02 · Enterprise swap
Profound
The established enterprise name in AI brand visibility — mentions, citations, share of voice, prompt tracking, with strong product depth and market presence. Customer base skews B2B SaaS and large brands.
Who it's for: Enterprises, especially US-centered, where brand mentions are the metric and budget isn't the constraint.
tryprofound.com →
03 · Budget swap
Otterly
Prompt and AI search visibility monitoring with accessible entry pricing relative to enterprise trackers, per their site as of mid-2026. Self-serve.
Who it's for: Small teams that want lightweight prompt-level monitoring at the low end of the price range.
otterly.ai →
04 · Enterprise brand swap
Brandlight
AI brand visibility tracking, enterprise-flavored — monitors how a brand appears across AI answers, per their site as of mid-2026.
Who it's for: Large brand and comms teams measuring AI presence at corporate level.
brandlight.ai →
05 · Affordable suite
SE Ranking AI Visibility Tracker
AI visibility as a feature inside SE Ranking — accessible pricing and small-business friendly, per their site as of mid-2026. A friendly entry point to the category.
Who it's for: Smaller teams already on SE Ranking, or anyone starting AI tracking on the smallest budget.
seranking.com →
06 · Big-suite consolidation
Semrush AI Visibility Toolkit
AI visibility tracking inside Semrush — wide tool surface, huge marketer familiarity, bundled or added on to an existing subscription, per their site as of mid-2026.
Who it's for: Teams standardized on Semrush that want one fewer vendor and accept brand-level resolution.
semrush.com →