Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

PilotCite

Get your brand cited by ChatGPT, Gemini, and more

Details

External ID
48965687
Source
HN
Company
—
Product
PilotCite
Website domain
pilotcite.com
Launched
July 19, 2026
Cohort
—
Upvotes
6
Upvotes percentile
0.2873357228195938
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Enrichment

Theme
AI visibility and marketing tools
Vertical
Marketing
Function
Vertical SaaS
Audience
B2B
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
get your brand cited by llms
Manually corrected
False

Could you build this?

Yes It is a monitoring dashboard that routinely queries commercial LLM and search APIs, parses responses for domain citations, and stores visibility metrics over time.

Discussion

6 comments analyzed.

Competitors mentioned: crawlproof.com with auto log backlink exchange

Concerns raised: how to measure whether a brand is actually being cited across AI models, whether this will be misused to manipulate LLM outputs into bullshit, acronym (LMAO) may not age well

Feature requests: track changes over time in AI citations, provide analytics for visibility across models

Competitors

Other products that read as similar to this one — 78 launches clear the similarity bar, closest 8 shown.

Attention rank: #68 of 79 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 236 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a vertical saas tool for Insurance yet.