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Most AI visibility tools stop at a score. DiscoveredBy tells you why, and what to fix.
Tracking where you appear in AI answers is table stakes. The hard part is knowing why you’re framed the way you are, and what to change. That’s the line DiscoveredBy is built on.
| Capability | Score-only trackers | DiscoveredBy |
|---|---|---|
| Visibility score across ChatGPT, Gemini, Perplexity, Claude, and Grok | ||
| Per-prompt and per-engine breakdown of where you show up | Sometimes | |
| Recommendation role: recommended, merely mentioned, or warned against | ||
| The reason behind the framing: pricing, features, integrations, support | ||
| Competitor-preferred detection: when AI recommends a rival over you, and why | ||
| Evidence quote pulled from the AI’s own answer | ||
| Ranked citation-gap fixes, each tied to a real page an engine cites | ||
| Specific on-page edits (sections, tables, FAQs), not “write more” | ||
| Article topics and citation-ready drafts built from what AI cites | ||
| Daily change alerts that separate a you-specific drop from a category-wide shift | Sometimes | |
| Google Search Console reconciliation: where you win in Google but vanish in AI | ||
| GA4 revenue attribution: AI-referred traffic tied to conversions |
“Score-only trackers” describes the common dashboard archetype: tools that report where you appear and leave the next move to you. Capabilities vary by product; the point of difference is turning monitoring into ranked action.
Why it matters
A score tells you something changed. It doesn’t tell you what to do.
Knowing you slipped from #1 to #8 for a prompt is only useful if you also know it was ChatGPT that moved, that a competitor got recommended over you on pricing, and that a comparison table on one page would win the cluster back. DiscoveredBy runs a team of agents that reads every AI answer, names the reason behind the framing, and ranks the single highest-value fix to make next, then tracks whether your visibility actually recovered.
Meet the agentsChoosing a tool
Five questions to ask any AI visibility tool.
- Does it tell you why an AI recommends a competitor over you, or just that your score moved?
- When it flags a drop, does it name the prompts and the engine behind it, or leave you to dig?
- Does it hand you ranked, specific fixes tied to real cited pages, or a dashboard and a shrug?
- Can it separate a problem that’s yours from a swing every brand in your category felt?
- Does it connect AI visibility back to traffic and revenue, or stop at a vanity metric?
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