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ProfileQuery

Public Instagram data API for developers and AI agents

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This is 1 of 73 launches in social engagement and lead automation — see how it stacks up on momentum and crowding →

125 other launches read as similar to this one →

Details

External ID
1271534
Source
PH
Company
—
Product
ProfileQuery
Website domain
producthunt.com
Launched
Oct. 7, 2026
Cohort
—
Upvotes
2
Upvotes percentile
0.7646442052285755
Tags
API, Social Media, Developer Tools
Fetched at
Oct. 8, 2026, 1:01 a.m.
Updated at
Oct. 8, 2026, 1:01 a.m.

Description

ProfileQuery is a REST API for public Instagram data: profiles, posts, reels, stories, highlights, comments, followers, hashtags, locations and search, all as clean JSON. No OAuth, no app review, no scraping infrastructure. You pay per request with prepaid credits, and only for successful lookups. Built-in insights (engagement rate, fake-follower audit, best time to post) and an MCP server let Claude, ChatGPT and other AI agents query Instagram directly. 50 free credits to start.

Enrichment

Niche
social engagement and lead automation
Vertical
Horizontal
Function
Data infrastructure
Audience
Developer
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
instagram data api for developers
Manually corrected
False

Could you build this?

No Bypassing Instagram's rigorous bot detection, residential proxy rotation, account farm management, and reverse-engineering private endpoints at scale requires dedicated scraping operations.

What it would actually take: Building a reliable scraping API for Meta platforms requires an infrastructure of rotating residential and mobile proxies, headless browser clusters with custom fingerprinting evasions, reverse-engineered private mobile API signatures, and automated CAPTCHA solving. It necessitates continuous maintenance by specialized reverse-engineers to survive Instagram's frequent anti-scraping defenses.

Competitors

Other products that read as similar to this one — 125 launches clear the similarity bar, closest 8 shown.

Attention rank: #25 of 126 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 330 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a data infrastructure tool for Media & entertainment yet.