Derived from real answers
Every source in the map was returned by a provider for a tested prompt. Nothing is a pre-written example.
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Enter a market. We run a representative set of buyer questions, collect every cited source, and aggregate them by domain, page and source type.
This tool sends real buyer questions to AI systems. We are verifying it against live providers before opening it, so it never shows a result that was not actually measured. These checks are available now:
What it checks
Every source in the map was returned by a provider for a tested prompt. Nothing is a pre-written example.
Owned, earned authority, community and partnership, so each source maps to a team that can act on it.
For each source, the brands recommended in the answers that cited it.
When to use it
Methodology
Analysis version 1.0.0 · Scoring methodology 2026-10-04.1 · Updated 2026-10-04
If something cannot be tested, the report says “Not tested” or “Unable to verify”. Uncertainty is never turned into a score.
FAQ
The report lists every provider with its status. A provider is tested only when its API is configured and answered. Anything else is labelled “Not tested”, never estimated.
Not necessarily. AI answers vary between runs, users and locations. This is one observed sample, cached for a week so the report stays stable and shareable. Continuous measurement needs repeated runs, which is what Eli does once connected.
AI systems with live search pick sources per answer and often favour pages that compare, review or discuss options. The overlap with classic rankings is partial.
The suite
Run the free check first. If the gaps matter, connect Eli and let it keep working on them.
Connect Eli