The short answer
Choose an AI visibility tracking tool by checking a few concrete things rather than the marketing claims. Confirm which engines it covers (ideally ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews), which metrics it reports (citation rate, share of model, sentiment, and crawler access), and whether it tracks competitors so you can see share of model, not just your own presence. Then check whether it only measures or also helps you fix issues and re-check, how it schedules runs and reports, and whether it has an API.
What to evaluate
Work through a short checklist and score each tool the same way:
- Engine coverage. Does it run your prompts across the major engines, or only one or two.
- Metrics. Does it report citation rate, share of model, and sentiment per engine, plus the input signals like AI-crawler access.
- Competitors. Can it track rivals so your presence is framed as share of model, not an isolated number.
- Act, not just measure. Does it surface fixes and let you re-check, or stop at a dashboard.
- Automation. Scheduled runs, reports, and an API or connector so the data flows into your workflow.
Where AEO Goal fits
AEO Goal is one option in this space. It runs prompts across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews, reports citation rate, share of model, and sentiment per engine, tracks competitors, includes a free scan of AI-crawler access and technical signals, and then ships fixes and re-checks. It also has scheduled reports and an API/MCP connector. Other tools take different approaches, so compare them fairly against the same checklist.
Verify before you commit
Pricing and features shift in this category, so confirm the current details with each vendor directly and trial the tool against your own domain. See the best AI SEO tools comparison for a side by side, and run the free AI visibility scan to test fit on your own site.