What is the Instagram Hashtag Scraper?
The InsightSocial Instagram hashtag scraper is a free Chrome extension that turns any hashtag feed into a spreadsheet — the posts published under it, the creators publishing them, or both — exported to CSV, Excel, or JSON. There is no Instagram Graph API application to submit, no business verification to pass, and no access token to keep alive.
The useful distinction, and the one most hashtag tools miss, is that a hashtag is two datasets wearing one name. Sometimes you want the content: what is being posted under #skincareroutine, how it is captioned, which posts earn engagement. Sometimes you want the people: who these accounts are, how large they are, what sits in their bio link. Those are different exports with different column sets, and forcing them into one file gives you a wide sheet where half the columns are blank on every row.
So the extension asks you to pick one outcome per run. On a hashtag page you get three choices, and you select exactly one:
- Posts + Authors — every post with its caption, media, engagement, and the handle that published it
- Profiles — the distinct creators behind the feed, with bio, bio links, follower counts, and category, resolved without opening a single profile page
- Profiles + Recent Posts — everything in Profiles, plus each creator's last 12 posts and their About-this-account details
That second option is the one worth knowing about. Most tools that offer creator data get it by opening each profile in turn, which is slow and looks like automated browsing. The Profiles run reads the public profile endpoint directly while staying on the feed, so a few hundred creators resolve in the time it takes to scroll.
Who is it for?
- Marketers mapping which creators own a niche hashtag before planning a campaign
- Agencies sourcing micro-influencers by who actually posts under a tag, not who a directory lists
- Brand managers monitoring branded hashtags and user-generated content week over week
- Researchers collecting hashtag datasets for trend, discourse, and sentiment work
- Journalists identifying businesses and creators publicly discussing a topic
- Content strategists studying what earns engagement under a tag before publishing into it
Key Benefits
- Three outcomes from one feed — content, creators, or creators-with-history, chosen per run so no export carries dead columns
- Creator data without profile visits — the Profiles run pulls bio, bio links, followers, category, and external URL straight from the public profile endpoint
- Counts mean unique creators — ask for 100 profiles and the scrape scrolls until it has deduped 100 distinct authors, rather than stopping at the 100th post
- Start from where you scrolled — an optional setting skips the usual page reload, so a feed you have already worked through is preserved
- Both hashtag surfaces work — the
/explore/tags/page and the keyword-search form Instagram now routes many tag taps to - No API key, no app review — nothing to register, no token to refresh, no Graph API permissions to request
How to Use the Instagram Hashtag Scraper
Step 1: Install the Extension
Add InsightSocial from the Chrome Web Store. The icon appears in your browser toolbar. No account is required to run your first scrape.
Step 2: Open a Hashtag Feed
Go to instagram.com/explore/tags/yourtag, or search the tag from Instagram's own search bar. Both surfaces are recognised, including the /explore/search/keyword/ form that tag taps often land on.
Step 3: Open the Sidebar
Click the InsightSocial icon. The sidebar reads the tag out of the URL and shows it back to you, so you can confirm you are pointed at #yourtag before anything runs.
Step 4: Pick One Outcome
Choose Posts + Authors, Profiles, or Profiles + Recent Posts, then set a target count. Posts run in steps of 50, 100, or 250; both profile types offer 50, 100, or 200. The profile counts are targets for distinct creators — the feed keeps scrolling until that many unique accounts have been collected, or until it runs out.
Step 5: Start the Scrape
Click "Start Scraping" and leave the tab in front of you. Posts and light profiles stream in quickly. Profiles + Recent Posts is the slow one — it is the only run that leaves the feed to open each creator in turn, so budget a few minutes and keep the tab open while it works.
Step 6: Export
Click "Export" and choose CSV for spreadsheet work, .xlsx for Excel, or JSON for a script. Every session also syncs to your private InsightSocial portal, where you can re-export it later or run bio-link enrichment across the creators you collected.
Frequently Asked Questions
Can I get the posts and the creator profiles in one run?
Not in a single run, by design. Posts and profiles are different outcomes from the same feed, and mixing them makes the target count ambiguous — 100 of what? Run the tag twice if you need both: once for Posts + Authors, once for Profiles. The two exports share the author username column, so joining them in a spreadsheet is one VLOOKUP.
Why don't hashtag posts include location or tagged users?
Because Instagram's hashtag feed does not carry them. The same post scraped from a creator's own profile grid does include both — the feed payload is simply thinner than the profile payload. Rather than ship empty columns, the hashtag export leaves those two out. Everything else — caption, post type, media URLs, likes, comments, timestamp, author — is present.
How many posts can I pull from one hashtag?
You set the target, and scraping is unlimited on every plan no matter how many rows it returns. Instagram itself is the practical ceiling: a hashtag feed only pages back so far before it stops serving new posts, and that depth varies by how active the tag is.
Do I need the Instagram API?
No. The extension reads the same public responses instagram.com already serves to your own logged-in session. There is no Graph API application, no business verification, no app review, and no token to refresh.
What can I do with the creators once I have them?
The Profiles export carries bio text, bio links, and external URLs, which is usually where a creator's real contact route lives. From the portal you can run bio-link enrichment across those URLs to resolve what the links actually point at — intended for research, sourcing, and due diligence rather than unsolicited outreach. Our guide on extracting emails from Instagram bio links covers that workflow.
Does it work on small or niche hashtags?
Yes. The scraper collects whatever the feed serves, so tag size only affects how many rows you end up with. Niche tags often produce the better creator list, because the accounts posting under them are more consistently on-topic.
How many hashtags can I export?
One hashtag run is one session, and a session collects up to the count you set. Scraping is free — you spend credits only on the rows you export, one each:
- Free plan: 500 export credits per month
- Pro Monthly: 10,000 export credits per month for $9.99/mo
- Pro Yearly: 10,000 export credits per month for $95.88/year ($7.99/mo)
Is scraping Instagram hashtags legal?
Collecting publicly posted content for research, competitive analysis, and brand monitoring is long-established practice. Respect Instagram's Terms of Service and privacy law such as GDPR and CCPA, anonymise handles in anything you publish, and never use the data to target or harass an individual.
Working the same tag from a different angle? The Instagram Profile Scraper goes deep on a single creator you found here, and the Instagram Comments Scraper pulls the discussion under any post the tag surfaced. For the wider method, see how to scrape Instagram hashtags.