Biaggi
Category Authority Map
The sources that decide your whole category on ChatGPT — aggregated across every non-branded buying query, not just your own. Structured by trust layer, with your gaps flagged. Last 90 days.
Highest-leverage gaps
Sources deciding your category that you're absent from.
Sources to get listed on
Pages ChatGPT cited in answers where a competitor showed up and you didn't. Getting onto these is the most direct way to close the gap — the format tells you what to make.
Category authorities (Layer 2)
Editorial & review sites AI cites most in your category — the placements that decide recommendations.
▸Earnedgoodhousekeeping.comgap — target18× · 27.3%
▸Earnedforbes.comgap — target7× · 10.6%
▸Earnedknowledgelib.iogap — target5× · 7.6%
▸Earnedcitystaypilot.comgap — target2× · 3.0%
▸Earnedcntraveler.comgap — target2× · 3.0%
▸Earnedpackhacker.comgap — target2× · 3.0%
▸Earnedshopping.yahoo.comgap — target2× · 3.0%
▸Earnedtravelandleisure.comgap — target2× · 3.0%
▸Earnedtravelvient.comgap — target2× · 3.0%
▸Earnedwisebuyai.comgap — target2× · 3.0%
▸Earnedbagsguides.comgap — target1× · 1.5%
▸Earnedchattersource.comgap — target1× · 1.5%
▸Earnedchron.comgap — target1× · 1.5%
▸Earnedgotripready.comgap — target1× · 1.5%
▸Earnedluggage.companygap — target1× · 1.5%
+11 more authority sources.
Retailers
Marketplaces where the category sells (not earned trust).
▸Retailerhomedepot.com3× · 4.5%
▸Retailerwalmart.com2× · 3.0%
Why this beats a visibility tool: a tool shows the sources cited for your prompts. This shows the sources cited across the category'sprompts — the trust map your competitors are winning and you're not.
Where organic authority won't close the gap, there may be a paid lane. See the organic vs. paid opportunity →