Instagram Influencer Comment & Fake Engagement Auditor
About to pay a creator $5k for a sponsored Reel? Export every comment on their recent posts and check how much of the engagement is real people asking real questions, and how much is pods, bots and “🔥🔥🔥”.
Sponsored Post Comment Audit (Sample)
12 comments from a sample supplement sponsorship. Each comment is checked against 5 low-effort engagement signals.
| User | Comment | T+ | Verdict |
|---|---|---|---|
| @fitwithkara | Does the protein version taste chalky? Thinking of switching from whey | 00:04 | Genuine |
| @growth.pod.882 | 🔥🔥🔥 | 00:01 | Emoji-onlyFirst-minute burst |
| @insta_boost_x | Great post! | 00:01 | Generic praiseDuplicate textFirst-minute burst |
| @marco.lifts | Used code KARA15 last month, delivery took 3 days to Milan 👌 | 00:22 | Genuine |
| @pod_member_19 | Great post! | 00:01 | Generic praiseDuplicate textFirst-minute burst |
| @nina_runs | Is it safe during pregnancy? Asking my doctor too but curious | 00:37 | Genuine |
| @viral.circle.7 | 😍😍 | 00:01 | Emoji-onlyFirst-minute burst |
| @giveaway_hunter22 | @a1 @b2 @c3 @d4 @e5 follow me | 00:02 | Tag spam |
| @sam.cooks | Tried the vanilla in overnight oats, actually really good. Chocolate next | 01:10 | Genuine |
| @engage.squad | Amazing 🙌 | 00:01 | Generic praiseFirst-minute burst |
| @lena.wellness | How does this compare to the plant-based one you posted in March? | 02:15 | Genuine |
| @pod_member_44 | Nice | 00:01 | Generic praiseFirst-minute burst |
Genuine Discussion Ratio
- Emoji-only2
- Generic praise4
- Duplicate text2
- First-minute burst6
- Tag spam1
Score Any Creator in 30 Seconds
Export the post’s comments to Excel, filter for emoji-only and generic one-word comments, then use Remove Duplicates to count copy-paste text. Enter the numbers here.
GDR = (total − low-effort − duplicates) ÷ total. Grade bands are a rule of thumb for comparing creators, not a verdict on any one account.
The Data Behind Every Audit
Analytics Social pulls the complete comment set, including author metadata, like counts, timestamps and reply threads. That’s the raw material for a defensible audit.
The 4-Step Influencer Comment Audit
1. Pick 3–5 recent posts
Choose a mix of sponsored and organic posts so you can compare engagement quality across both.
2. Export every comment
Paste each URL into Analytics Social and download the full thread to Excel or CSV.
3. Flag low-effort signals
Filter emoji-only, generic praise, duplicates, first-minute bursts and tag spam.
4. Score & negotiate
Calculate the GDR, pull the best genuine product questions as quotes, and use the score in rate negotiations.
Agency tip: A creator with 40k followers and a GDR of 75% can drive more sales than one with 400k followers and a GDR of 20%. Report GDR next to follower count in every talent shortlist.
Check the Comments Before You Sign the Contract
Export the complete comment history from any public creator post. No login, the creator isn’t notified, and you get results in seconds.
Everything You Need to Know
Clear answers about using the Instagram Influencer Comment & Fake Engagement Auditor effectively and safely.
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