Public Signal Labs

Extract available followers from public Instagram profiles. Supports pagination and resumable exports where Instagram allows them. $0.50/1K on Starter. No login or cookies. Export JSON, CSV, or Excel.

Extract users who liked Instagram posts and reels for about $0.50 per 1,000 rows on Starter. Results are subject to availability from Instagram. No login, cookies, browser, or proxy setup.

Extract accounts followed by public Instagram profiles across resumable paid runs for $0.50 per 1,000 rows on Starter, with lower Scale and Business rates. No login, cookies, browser, or proxy setup. Export to JSON, CSV, or Excel.

Extract recent public Instagram hashtag posts and reels for about $0.24 per 1,000 items on Starter. Choose posts, reels, or both. Supports Console, CLI, API, and integrations; no login, cookies, browser, or proxy setup.

Search public Instagram accounts by keyword for $0.40 per 1,000 saved accounts plus $0.002 per successfully fetched page. Optional public profile enrichment. No login, cookies, browser, or proxy setup.

Search public Instagram Reels by keyword for $0.40 per 1,000 saved Reels plus $0.002 per successfully fetched page. One page per query by default. No login, cookies, browser, or proxy setup.

Find public Instagram profiles currently suggested for seed accounts for $0.40 per 1,000 saved results plus $0.003 per successfully searched seed. Optional full profile enrichment. No login, cookies, browser, or proxy setup.

Scrape public Instagram profile data from usernames, profile URLs, or IDs. Extract names, audience and content counts, bios, links, business categories, contact details, verification and privacy status, and profile images. Export results as JSON, CSV, Excel, or through the API.

Scrape public Instagram comments and optional nested replies from posts and Reels. Preserve thread relationships, public author details, timestamps, likes, and source media with bounded pagination. No login or proxy setup.

Scrape public Instagram posts and Reels from profiles by username, URL, or ID. Choose all media, posts, or Reels and extract captions, engagement, owner details, media assets, carousels, tags, locations, sponsorships, and audio across bounded profile feeds.

Scrape public Instagram posts and Reels where known profiles are tagged. Extract normalized media, engagement, owner details, assets, and per-profile rank across bounded Tagged-tab feeds. No login or proxy setup.

Scrape public Instagram post and Reel details from URLs, shortcodes, or media IDs. Extract captions, engagement, owner details, image and video URLs, carousel children, dimensions, locations, tags, sponsorships, and audio in export-ready records.

Explore Instagram Highlights to understand the products, campaigns and themes brands and creators showcase. Export collection details and optionally collect their saved Stories for content research. No Instagram login required.

Explore what people share from selected Instagram locations. Collect Recent and Top posts and Reels with captions, available engagement figures and media links for local trend, venue and content research. No Instagram login required.

Find cafés, restaurants, shops and other places by name or GPS coordinates. Build downloadable place lists for local business research and venue discovery, with Instagram location links where available. No Instagram login required.

Capture currently available Instagram Stories for brand, creator and competitor research. Export media links, posting times and content details from selected profiles or known Stories. No Instagram login required.