Alternatives to “just ask ChatGPT”

If your workflow ends at a single chat UI, you optimise whichever model that UI uses today—not the mix of assistants, copilots, and search-integrated answers your customers actually see. Serious programs track GEO, AEO, and an LLM-Score baseline across models—not a single tab.

Demand parallel prompts, mention-level metrics (share of voice, list placement where applicable), competitor co-occurrence, and timestamped reruns. Add at least one Russian-market model if you sell in CIS.

Getllmspy runs scripted packs across your chosen stack, stores completion time with every report, and keeps niche top-10 and full-audit modes in the same product.