Purchase Intent API
Find out if a creator's audience actually wants to buy
Likes don't pay the bills. This API reads the comments on a creator's profile and scores how many people show real buying intent, so you back the creators whose audience converts instead of just scrolls.
74%intent
Ready to buy 74%
Just curious 16%
Not interested 10%
4,820Comments read
1,126Buying signals
Buying-intent score
How much of the audience shows real intent to purchase.
Comment-level sentiment
Every comment tagged positive, neutral, or negative.
Async by design
Submit a job, get notified, then pull the full report.
See the evidence
Stream the exact comments behind every score.
Real intent, not vanity metrics
Tell the difference between a like and a sale.
- ✓Score the share of comments that signal real buying intent.
- ✓Separate excited buyers from people just being polite.
- ✓Engagement relevance score for the profile as a whole.
- ✓Rank creators by who can actually move product.
Comment sentiment
Positive
65%
Neutral
27%
Negative
8%
Engagement relevance0.74
The comments behind the score
Show your team the proof, comment by comment.
- ✓Stream every analysed comment with its sentiment and intent flag.
- ✓Paginate with limit and offset to pull as much as you need.
- ✓Drop the raw evidence straight into your vetting dashboard.
- ✓Audit any score before you commit budget to a partnership.
Analysed comments
ok i NEED this, where do i get it??Intent
just ordered, can't wait 😭Intent
looks good on youNeutral
is there a discount code?Intent
How it works
From key to production in four steps.
01
Submit a job
POST a work platform ID and profile URL to start an analysis.
02
Get the job ID
We return an id and fire a webhook when the job is done.
03
Fetch insights
GET the report with the intent score and sentiment counts.
04
Pull the comments
Stream the analysed comments behind the score, paginated.
The endpoint
One call. Structured data back.
POST
/fairservice/purchase-intentcurl -X POST "https://stg.api.fair-indonesia.com/api/fairservice/purchase-intent" \
-H "Authorization: <your_token>" \
-H "Content-Type: application/json" \
-d '{
"work_platform_id": "fb83e3ca-eae7-4eaa-bf51-601ea4b3daeb",
"profile_url": "https://instagram.com/jennierubyjane"
}'FAQ
Frequently asked questions
We read the comments on a creator's recent posts and judge whether people are showing real interest in buying, not just leaving a heart emoji. You get a profile-level score plus an intent flag on each individual comment.
Build with actually wants to buy today.
Real creator data, at scale, straight from the source.