Buyer guide
Start with the job: measure where your brand appears, check a page, or improve how content gets published. Those call for different capabilities.
These four categories help you compare. Products can span several; test the part you actually need.
Profound, Semrush One, HubSpot AEO, Mangools AI Search Watcher, Peec AI
Best for: Tracking brand mentions, citations, and competitors across selected prompts and engines.
Check before buying: Check prompt coverage and sampling, then decide who acts on the findings.
HubSpot AI Search Grader, Mangools AI Search Grader, Clickx SEO and AEO Grader
Best for: Getting a quick baseline on brand visibility or website health.
Check before buying: Read the rubric. A brand perception score and a technical website check answer different questions.
Deadwater AEO Article Grader, Discovered Labs AEO Content Evaluator
Best for: Checking one article for structure, readability, links, and answer formatting.
Check before buying: A high score cannot establish factual accuracy or predict AI citations.
AirOps, custom Codex workflows, CMS-integrated QA gates, Deadwater Workflow Builds
Best for: Running briefs, drafts, refreshes, and publishing checks as repeatable work.
Check before buying: Someone still needs to own the source material, review rules, and maintenance.
Use a tracker when you need a clearer view of where your brand appears.
Bring us in when the next step is building: choosing pages to refresh, improving drafts, or putting review checks into your publishing process.
Try the free AEO article grader on one draft. Recurring issues can become checks in an AEO content QA workflow.
We build the context, refresh workflows, and QA checks that turn a list of problems into published improvements.