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QueryTrace

QueryTrace is a research AI agent for Tracks the frequency of a company’s mentions in major LLMs to enable competitive comparison and trend analysis. Pricing: 14-day free trial + $9.99/month and up. As of 2026-09-12, KanonAgent records 3 upvotes. First indexed by KanonAgent on 2026-07-18.
A tool that tracks how often a company is mentioned by major large language models like ChatGPT, Claude, and Gemini, with competitive benchmarking.
QueryTrace — official preview image
3 upvotes
Tracked by Kanon since Jul 18, 2026
no signal yet
status
8/100
momentum · conf 0.38
20d
tracked since 2026-08-22
0
evidence records

No signal event on file yet — status is unknown, not "quiet".

📈 Timelinewhat changed, and when
🔎 Known / Unknown 16 of 23 fields unknown
Machine-callable unknown
Open source unknown
Self-hostable unknown
Bring your own key unknown
Autonomy level unknown
Pricing model unknown
Integrations unknown

“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.

🤖 Agent teardown · research
Job to be doneTracks the frequency of a company’s mentions in major LLMs to enable competitive comparison and trend analysis.
Pricing14-day free trial + $9.99/month and up
Why it matters

Captures a new, measurable metric—AI mention frequency—in the age of AI search, offering forward-looking brand intelligence.

Analytics
Signal source: ProductHunt
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FAQ

What is QueryTrace?

A tool that tracks how often a company is mentioned by major large language models like ChatGPT, Claude, and Gemini, with competitive benchmarking.

What does QueryTrace do?

Tracks the frequency of a company’s mentions in major LLMs to enable competitive comparison and trend analysis.

Why does QueryTrace matter?

Captures a new, measurable metric—AI mention frequency—in the age of AI search, offering forward-looking brand intelligence.

How much does QueryTrace cost?

14-day free trial + $9.99/month and up

Is QueryTrace free?

Yes — QueryTrace has a free tier. Pricing as stated on its own page: 14-day free trial + $9.99/month and up

How popular is QueryTrace?

As tracked by KanonAgent: 3 upvotes (first indexed 2026-07-18).

What are the best QueryTrace alternatives?

Similar AI agents tracked by KanonAgent: Winninghunter, Stealth Venture, Hidden Business, ragflow, Dropkiller, DataExpert / TechCreator.

QueryTrace alternatives — similar AI agents

WinninghunterStealth VentureHidden BusinessragflowDropkillerDataExpert / TechCreator

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