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How to Choose an AI Search Visibility Company
Key evaluation criteria for selecting an evidence-based AI visibility partner.
By ASTONTO Research Team•2026-08-02•5 min read
How to Choose an AI Search Visibility Company
Selecting a partner to audit and optimize your brand's representation across AI engines requires distinguishing evidence-led evaluation from speculative SEO tactics.
Red Flags to Avoid
- Guaranteed AI Rankings: No company has access to proprietary model weights or internal ranking factors. Any claim of guaranteed placement is unfounded.
- Single-Run Testing: AI outputs vary across repeated runs. Evaluators must test multiple iterations to measure consistency.
- Generic Mention Counts: Simply counting how many times your brand appears ignores recommendation strength and sentiment.