Instagram Hashtag Research Reports
Pricing
from $1.40 / 1,000 hashtag reports
Instagram Hashtag Research Reports
Turn Instagram hashtags into bounded research reports with available post counts, top and recent sample engagement, co-occurring tags, post examples, and observed time coverage. Batch up to 20 hashtags. No Instagram login required.
Pricing
from $1.40 / 1,000 hashtag reports
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Data Slayer
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5 hours ago
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Turn each Instagram hashtag into one exportable research report with available post counts, bounded top and recent samples, engagement summaries, co-occurring tags, examples, and honest coverage details.
Watch the demo
YouTube video coming soon.
Make hashtag decisions from one report
Add up to 20 hashtags. For each one, the Actor checks the available exact-match count, analyzes the top feed, recent feed, or both, and returns a compact report for spreadsheets, dashboards, automations, or client deliverables.
Each report includes:
- normalized hashtag identity and available exact-match post count;
- requested and returned sample sizes;
- visible like, comment, and play summaries without converting missing values to zero;
- image, video, and carousel mix;
- oldest and newest observed timestamps;
- co-occurring caption hashtags;
- compact normalized post examples;
- pages analyzed, duplicate removals, continuation availability, and partial errors.
Samples are bounded observations, not complete hashtag histories or global activity estimates.
Input
| Key | Required | Default | Allowed values |
|---|---|---|---|
hashtags | Yes | specialtycoffee prefill | 1–20 hashtags; optional leading # |
sampleMode | No | top_and_recent | top_and_recent, top_only, recent_only |
postsPerFeed | No | 25 | 5–50 unique posts per selected feed |
Duplicate hashtags are removed case-insensitively while preserving the first spelling and input order. Invalid values fail before research begins.
Output
The default dataset contains one row per unique normalized hashtag. The OUTPUT key-value-store record contains the customer-safe run summary.
Important fields include status, availablePostCount, topSample, recentSample, uniquePostsAnalyzed, overlappingPosts, cooccurringHashtags, continuationAvailable, coverageNotes, errors, and observedAt.
complete means all selected components were delivered within the configured boundary. partial means at least one useful component was delivered while another was unavailable or incomplete. unavailable means no usable component was delivered and no report or sample event is charged.
Billing
This Actor uses pay-per-event pricing:
- one start event per run;
- one report event per usable persisted hashtag report;
- one top-sample event when a non-empty top sample is incorporated;
- one recent-sample event when a non-empty recent sample is incorporated;
- one additional-page event for each incorporated non-empty continuation page.
Batching hashtags pays the start event once. A selected feed that fails or returns no usable rows does not trigger its sample event. Set a maximum run charge in Apify to enforce your budget.
| Tier | Start | Report | Top sample | Recent sample | Additional page | Default both-feed report, excluding start |
|---|---|---|---|---|---|---|
| Free | $0.0010 | $0.0023 | $0.0070 | $0.0070 | $0.0050 | $0.0163 |
| Bronze | $0.0010 | $0.0020 | $0.0060 | $0.0060 | $0.0045 | $0.0140 |
| Silver | $0.0010 | $0.0017 | $0.0050 | $0.0050 | $0.0040 | $0.0117 |
| Gold | $0.0010 | $0.0014 | $0.0040 | $0.0040 | $0.0035 | $0.0094 |
| Platinum | $0.0010 | $0.0014 | $0.0040 | $0.0040 | $0.0035 | $0.0094 |
| Diamond | $0.0010 | $0.0014 | $0.0040 | $0.0040 | $0.0035 | $0.0094 |
Limitations
- Publicly available Instagram data only; no private-account access.
- Counts and feed contents can change between runs.
- A count is returned only for an exact hashtag match.
- Top and recent samples can vary by time and availability.
- Missing engagement remains missing and is excluded from averages.
- At most two pages are analyzed per selected feed.
- Deleted, restricted, unavailable, or rate-limited content can reduce the sample.
Responsible use
Use the data only for lawful purposes and follow applicable privacy, data-protection, intellectual-property, and platform rules.
FAQ
How much does it cost to run this Actor? Pricing is listed in the Pricing section above, charged per row returned. You only pay for the rows the Actor actually produces, so a small test run costs cents.
Do I need cookies or a login? No. This Actor reads public data only - no cookies, no account, no browser automation.
Can I schedule it? Yes. Run it from the Apify API, on a schedule, or via a webhook, and export results as JSON, CSV or Excel.
What if I need a slightly different output? Open an issue on the Actor's Issues tab describing the shape you need.
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