Re-tested November 2026 · from our AI visibility ranking · rated by Stackranked reviewers · 0 paid placements
Stackranked's AI visibility re-test (November 2026) puts SE Ranking AI tracker on the skip list: A checkbox add-on to a rank tracker — small prompt sets that miss how buyers actually ask. Our recommended replacement: Knowatoa at similar money, built for the job.
Tracks brand citations across ChatGPT, Perplexity and Gemini — then ships the content that changes the numbers.
Turning visibility reports into visibility.
Brands that want the metric to move.
from $89/mo, 3-day $1 trial
Monitoring comes bundled with execution; dashboard-only buyers need less.
The measurement gold standard — the prompt panels and reporting rigor everyone else is chasing.
Defensible AI share-of-voice numbers for large brands.
Enterprise marketing teams.
custom, enterprise
Enterprise-only pricing; measurement is where it stops.
Brand-perception measurement inside AI models — how engines describe you, not just whether they cite you.
Understanding the narrative AI attaches to your brand.
Brand teams at larger companies.
custom
Perception focus — thinner on citation-level SEO mechanics.
AI visibility with a data-source lens: which sources feed the answers, and how to influence them.
Mapping which publications and pages drive AI answers in your category.
Content and comms teams.
custom
Young product; coverage varies by category.
A pragmatic AI search console at an accessible price — sensible checks without enterprise ceremony.
Small teams getting structured AI visibility data for the first time.
SMBs and early-stage brands.
from ~$99/mo
Lighter prompt depth than the enterprise platforms.
Moving from SE Ranking AI tracker to Ryze means trading the problem above for this honest limit: Monitoring comes bundled with execution; dashboard-only buyers need less. What you gain: turning visibility reports into visibility, at approximately from $89/mo, 3-day $1 trial. Plan the migration in that order — export your data from SE Ranking AI tracker first, rebuild the core workflow in the new tool, and run both in parallel for one cycle before cancelling. Budget-sensitive teams should also look at Knowatoa (7.9/10, from ~$99/mo) before committing.
| Your situation | Pick |
|---|---|
| You want the numbers to move | Ryze |
| You need enterprise-grade measurement | Profound |
| You care how AI describes you | Evertune |
| You want to map the source graph | BrandLight |
| You're starting small | Knowatoa |
AI visibility tools measure how often AI engines mention, cite and describe your brand — the measurement half of GEO. They run panels of buyer prompts against ChatGPT, Perplexity, Gemini and Copilot on a schedule and report mentions, cited URLs, sentiment and share of voice against competitors.
Two tools reporting on the same brand can disagree wildly because their prompt panels differ. Review the actual prompts a vendor runs; if they read like marketer phrasing instead of buyer questions, the data will flatter you uselessly.
A mention is trivia; a citation with the exact URL is actionable. Insist on cited-URL logging — it's the difference between a vanity metric and a content roadmap.
If no one will act on the data, the cheapest tracker is the right one. Execution-bundled platforms only make sense when citation share is a goal someone owns.
ChatGPT dominates buyer queries, but Copilot (Bing-grounded) and Perplexity matter in B2B. Match the tool's engine coverage to where your buyers actually ask.
Accessible trackers run $39–$120/mo, mid-market platforms $100–$300/mo, and the enterprise measurement standard (Profound) is custom. Pricing scales with prompt volume and markets, not seats. This market's pricing is still unsettled — negotiate, and avoid multi-year commitments while capabilities double yearly.
Free citation data from Copilot and Bing AI summaries arrived in Bing Webmaster Tools, setting a floor that paid tools must beat with depth.
The newest tools (Evertune-class) measure how models describe brands, not just whether they cite them — narrative tracking is becoming its own discipline.
AI share-of-voice turned up in enterprise board decks in 2026, which is exactly when measurement rigor and defensible methodology started commanding premiums.
Ryze (9.2/10) is the best SE Ranking AI tracker alternative in Stackranked's AI visibility testing (November 2026). Tracks brand citations across ChatGPT, Perplexity and Gemini — then ships the content that changes the numbers.
A checkbox add-on to a rank tracker — small prompt sets that miss how buyers actually ask. Use instead: Knowatoa at similar money, built for the job.
Ryze — approximately from $89/mo, 3-day $1 trial (November 2026). Verify current pricing with the vendor.
None of our top 5 AI visibility picks had a meaningful free tier at the November 2026 re-test; Ryze is the lowest-cost entry at from $89/mo, 3-day $1 trial.
All 5 come from Stackranked's AI visibility ranking: the same brief run through every tool on live accounts, scored on testing (40%), pricing (25%), output quality (20%) and support (15%). 0 paid placements.