Nicheloom

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

PositionBird

See whether ChatGPT recommends your Shopify store

Details

External ID
1242173
Source
PH
Company
—
Product
PositionBird
Website domain
producthunt.com
Launched
Sept. 6, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
E-Commerce
Fetched at
Sept. 6, 2026, 6:35 p.m.
Updated at
Sept. 6, 2026, 6:35 p.m.

Description

PositionBird measures whether ChatGPT, Perplexity, Gemini, Claude and Google AI recommend and cite your brand, benchmarks competitor Share of Voice, and generates the fixes. Shopify app or web signup.

Enrichment

Theme
AI visibility and marketing tools
Vertical
Retail & commerce
Function
Analytics & BI
Audience
B2B
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
check if chatgpt recommends your shopify store
Manually corrected
False

Could you build this?

Partial A web interface and Shopify integration are straightforward, but running continuous headless/API queries across multiple LLMs to calculate statistical brand share of voice requires non-trivial scraping and proxy infrastructure.

What it would actually take: Architecture requires background worker pools that orchestrate automated querying across ChatGPT, Claude, Perplexity, and Gemini using both official APIs and browser automation to bypass bot protection. The core challenge is maintaining consistent benchmarking methodologies and parsing unstructured, highly stochastic LLM responses into reliable analytics metrics.

Competitors

Other products that read as similar to this one — 141 launches clear the similarity bar, closest 8 shown.

Attention rank: #69 of 142 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 288 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.