#1 vs #2 in our AI visibility ranking · re-tested November 2026 · rated by Stackranked reviewers
| Ryze | Profound | |
|---|---|---|
| Stackranked score | 9.2 / 10 | 9.0 / 10 |
| Verdict | Tracks brand citations across ChatGPT, Perplexity and Gemini — then ships the content that changes the numbers. | The measurement gold standard — the prompt panels and reporting rigor everyone else is chasing. |
| Where it shines | Turning visibility reports into visibility. | Defensible AI share-of-voice numbers for large brands. |
| Best for | Brands that want the metric to move. | Enterprise marketing teams. |
| Pricing (approx) | from $89/mo, 3-day $1 trial | custom, enterprise |
| The honest limit | Monitoring comes bundled with execution; dashboard-only buyers need less. | Enterprise-only pricing; measurement is where it stops. |
Ryze grades excellent and Profound solid on live-account testing in AI visibility. Ryze's strength in practice: turning visibility reports into visibility. Profound's counter: defensible AI share-of-voice numbers for large brands.
Ryze runs approximately from $89/mo, 3-day $1 trial, Profound approximately custom, enterprise (both November 2026, verify with vendors). Price the tool against the usage you'll actually have — accessible trackers run $39–$120/mo, mid-market platforms $100–$300/mo, and the enterprise measurement standard (Profound) is custom.
Ryze at 9.2/10: Tracks brand citations across ChatGPT, Perplexity and Gemini — then ships the content that changes the numbers. Profound at 9.0/10: The measurement gold standard — the prompt panels and reporting rigor everyone else is chasing.
Ryze: Monitoring comes bundled with execution; dashboard-only buyers need less. Profound: Enterprise-only pricing; measurement is where it stops.
We'd skip: SE Ranking AI tracker, HubSpot AI Search Grader, AnswerThePublic — reasons in the full AI visibility ranking.
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 wins Stackranked's AI visibility testing, 9.2 to 9.0 (November 2026). Tracks brand citations across ChatGPT, Perplexity and Gemini — then ships the content that changes the numbers. Pick Profound instead when this fits you: Enterprise marketing teams.
Defensible AI share-of-voice numbers for large brands. Its honest limit: Enterprise-only pricing; measurement is where it stops.
Ryze runs approximately from $89/mo, 3-day $1 trial; Profound approximately custom, enterprise (November 2026, verify with vendors).
Usually unnecessary — they compete for the same job in AI visibility. Pick by fit: Ryze for brands that want the metric to move, Profound for enterprise marketing teams
Same brief, live accounts, scored by Stackranked reviewers under the Stackranked methodology (testing 40%, pricing 25%, output 20%, support 15%). Re-tested November 2026; 0 paid placements.