How it works

Three steps. No magic.

We're doing what a smart analyst would do manually: reading every post, scoring it against known patterns. In 3 minutes instead of 3 hours.

How it works

Three steps.
No magic.

We're doing what a smart analyst would do manually: reading every post, scoring it against known patterns. In 3 minutes instead of 3 hours.

1
Connect your platform

We pull the last 90 days of your public posts. For private metrics, you authorize read-only access. Takes 90 seconds, nothing stored beyond what the analysis requires.

2
We run the analysis

Hook scoring, hashtag specificity, engagement pattern detection, CTA placement, posting cadence. Finishes in 2–4 minutes. Every post is analyzed, not a sample.

3
You get a ranked fix list

Not a PDF. A short list ordered by expected impact. The item at the top is what to fix first. Re-analyze in two weeks and track whether the score moves.

What the data shows

Patterns from 2,000+ accounts.

Not industry benchmarks or platform documentation. Actual numbers from accounts we've run through the system.

reach lift
5–7 niche hashtags vs. 20+

Accounts using 5–7 tags in the 50K–500K post range consistently outperformed those flooding posts with broad tags. Pattern held in 74% of analyzed accounts.

of reads
decided by the first sentence

If the first line explains context rather than earning attention, most readers are gone before line two. This is measurable from save and share patterns across the full dataset.

posts/week
correlates with fastest account growth

Not 7. Not 1. Consistent 4× posting with strong hooks outperforms daily posting with weak openers. Frequency without quality makes performance worse, not better.

Case study

@cookswithjordan, 6 weeks

Instagram · cooking · numbers verified by the creator

1
Hashtag cut: 22 → 6

Dropped all broad tags. Replaced with 6 niche-specific ones under 500K posts. Reach per post increased within 3 days of the first post with the new set.

2
Caption opener rewrite

Every caption was opening with 'Today I'm making…'. Switched to question-first and specific-detail openers. First test post got 4× the usual saves.

3
Vague CTA → specific ask

'Let me know below!' became 'Save this for your next dinner party' — one change, saves doubled within two weeks.

Engagement rate · 12 weeks
1.2% → 4.8%
Week 1analysis applied ↑Week 12
before
41
growth score
1.2%
eng. rate
18K
followers
22
tags / post
after
79
growth score
4.8%
eng. rate
52K
followers
6
tags / post

6 weeks between first and second analysis