| Positioning | Focused AI search visibility monitoring for teams that need shareable evidence. | Public pages position Profound around AI search visibility, Answer Engine Insights, Agent Analytics, and agents. | Match scope to the operating model the team can adopt now. |
|---|
| Primary use case | Create a repeatable Task, run selected channels, and review a report with citations and competitors. | Track AI visibility, analyze answers, uncover citations, and inspect AI crawler or agent analytics where needed. | AEO Table is narrower by design; Profound appears broader from public materials. |
|---|
| Setup path | Start with brand, Questions, competitors, channels, and launch credits for an initial report. | Public pages emphasize demo/get-started motions plus free AEO report entry points. | Use AEO Table when the first milestone is a quick evidence report. |
|---|
| AI visibility monitoring | Confirmed public channels are ChatGPT, Google AI Overview, and Perplexity. | Profound public materials list additional answer channels beyond AEO Table public positioning. | Buyers needing broader channel coverage should validate current Profound coverage directly. |
|---|
| Citation evidence | Reports preserve cited sources and answer context for each Run. | Answer Engine Insights public copy includes uncovering citations and source websites. | Both should be evaluated on source-level evidence quality. |
|---|
| Reporting | A report is the core shareable artifact from each Run. | Profound promotes a free AEO report and broader analytics surfaces. | AEO Table keeps the reporting workflow intentionally direct. |
|---|
| Competitor benchmarking | Competitors are part of the Task scope and report evidence. | Profound public pages discuss outpacing competitors and share-of-voice style workflows. | Compare how each product keeps competitor entities stable over time. |
|---|
| Pricing and free entry | Launch credits can be used to create a first report or sample visibility check; no fixed free Run count is promised. | The reviewed public pricing page did not provide enough visible self-serve plan detail for this page to quote plan prices. | Do not rely on stale third-party pricing claims for either product. |
|---|
| Best-fit team | B2B SaaS, product marketing, and SEO teams that need focused evidence before scaling a program. | Teams evaluating a broader enterprise AEO platform, crawler analytics, and additional AI search surfaces. | The right choice depends on required breadth, budget process, and reporting urgency. |
|---|