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.

Sources shaping your category
226
distinct domains ChatGPT cites across category buying queries
Citations you own
0%
the rest is trust you don't control yet

Highest-leverage gaps

Sources deciding your category that you're absent from.

catster.com 99×catsluvus.com 62×alibaba.com 58×cat-on.com 56×adspet.com.au 31×theconsumers.guide 30×cats.com 29×pewos.com 29×meowshelf.com 24×petmd.com 24×

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.

catsluvus.com5 answers missed
reddit.com5 answers missed
walmart.com4 answers missed
thesprucepets.com4 answers missed
catster.com3 answers missed
cats.com3 answers missed
chewy.com2 answers missed
catgear360.com2 answers missed
habitatista.com2 answers missed
bestviewsreviews.com2 answers missed
gaiawaves.com2 answers missed
clawandcraft.com2 answers missed
hilde-phil.com2 answers missed
catsplay.com1 answer missed
meowshelf.com1 answer missed

Entity infrastructure (Layer 1)

Foundational identity AI checks against — Wikipedia, Wikidata.

Earneden.wikipedia.orggap — target
2× · 0.2%

Category authorities (Layer 2)

Editorial & review sites AI cites most in your category — the placements that decide recommendations.

Earnedcatster.comgap — target
99× · 7.8%
Earnedcatsluvus.comgap — target
62× · 4.9%
Earnedalibaba.comgap — target
58× · 4.6%
Earnedcat-on.comgap — target
56× · 4.4%
Earnedadspet.com.augap — target
31× · 2.5%
Earnedtheconsumers.guidegap — target
30× · 2.4%
Earnedcats.comgap — target
29× · 2.3%
Earnedpewos.comgap — target
29× · 2.3%
Earnedmeowshelf.comgap — target
24× · 1.9%
Earnedpetmd.comgap — target
24× · 1.9%
Earnedcatsplay.comgap — target
22× · 1.7%
Earnedhadden.storegap — target
22× · 1.7%
Earnedpetco.comgap — target
21× · 1.7%
Earnedmeowinggoods.comgap — target
19× · 1.5%
Earnedhometosight.comgap — target
16× · 1.3%

+200 more authority sources.

Community

Forums & UGC AI pulls from — Reddit, YouTube.

Retailers

Marketplaces where the category sells (not earned trust).

Retailerchewy.com
50× · 4.0%
Retailerwalmart.com
19× · 1.5%
Retailermacys.com
6× · 0.5%
Retailerhomedepot.com
5× · 0.4%
Retailerwayfair.com
5× · 0.4%
Retailertarget.com
2× · 0.2%
Retailerbestbuy.com
1× · 0.1%
Retailerbusiness.walmart.com
1× · 0.1%
Retailerlowes.com
1× · 0.1%

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 →