Gumshoe vs Knowatoa

Both are aeo platformstools, and both have been checked field by field against their own sites. Below is where they actually differ — and where we couldn't establish a difference.

From
On request
AI engines
Capabilities confirmed
8 of 8 answered
Based in
Seattle, United States
From
$59/mo
AI engines
7
Capabilities confirmed
12 of 20 answered
Based in
Virginia Beach, VA, US (inferred from co-founder Michael Buckbee's stated location in press/podcast coverage — not an address the company itself publishes; see notes)

Where they differ

On the 20capabilities we track, we found no case where one of these does something the other verifiably doesn't. That is a real finding about how close they are — not a gap in the research. Compare them on price, engine coverage and the company instead.

Every capability, side by side

CapabilityGumshoeKnowatoa
Monitors brand mentionsYesYes
Tracks citationsYesYes
Sentiment analysisYesYes
Competitor benchmarkingYesYes
Prompt discoveryYesYes
Share of voiceNot publishedYes
Recommends fixesYesYes
Writes contentYesYes
Publishes contentNot publishedYes
Builds off-site citationsNot publishedNo
Does outreachNot publishedNo
Generates schema / llms.txtNot publishedNo
Technical auditYesYes
AI crawler analyticsNot publishedYes
Traffic attributionNot publishedNo
Revenue attributionNot publishedNo
A/B testingNot publishedNo
Geo segmentationNot publishedYes
AI advertisingNot publishedNo
Product catalogue optimisationNot publishedNo

Not published is not a no.Where a vendor never states whether it does something, we say so rather than printing a verdict we can't source — so an empty-looking row is a gap in their documentation, not a missing feature.

Pricing

Gumshoe

  • Free Audit$0/month
  • Pay-per-Audit$49/month
  • Weekly Monitoring$60/month
  • Daily Monitoring$450/month
  • EnterpriseCustom

Knowatoa

  • Starter$59/mo
  • Growth$199/mo
  • EnterpriseCustom

Full Gumshoe listing →Full Knowatoa listing →