HITSENSE · ACCOUNT-LEVEL CONTENT STRATEGY ENGINE FOR SMB MERCHANTS

When generation becomes infinitely cheap,
judgment becomes infinitely valuable.

Short-video customer acquisition shouldn't be guesswork. Paste your shop's profile URL — HitSense analyzes your content style, benchmarks similar merchants, and tells you exactly what to shoot next and how, getting smarter about your business with every post.

01Judge
02Plan
03Create
04Learn
STARTFREE · 30 SECONDS

Paste your profile link, get your next high-converting content idea

Works with TikTok / Instagram / YouTube / Douyin / Xiaohongshu. The model analyzes your account, benchmarks similar merchants, and tells you what to make next.

Demo version · front-end simulation; production runs on a crawling pipeline + the account-level strategy model · your link is never stored
WHOTARGET CUSTOMERS · SMB MERCHANTS

Built for merchants who need to move product

You don't lack generation tools. You lack the answer to "will this one actually work?" HitSense focuses on merchant content where results are objective: clicks, sales, foot traffic.

INDIE E-COMMERCE / DTC

Pain: creative burns fast, most testing budget goes to duds; ROAS swings and you can't tell if it's the creative or the media buy.

Get: pre-flight scoring + batch high-converting scripts — filter before you spend, put budget on the top 20%.

SOCIAL COMMERCE / LIVE SELLERS

Pain: traffic videos are gut-feel; organic won't take off, and sales stop the moment ads stop.

Get: account-level topic strategy — turn traffic videos from a lottery into a repeatable acquisition channel.

LOCAL BUSINESSES

Pain: restaurants, salons, retail — no content team; the owner shoots, nobody watches, nobody knows why.

Get: the model says "shoot this one this week" plus a follow-along script — one person can run the account.

01THE ENGINE

One model, four capabilities

Not another generation tool. The core of HitSense is an account-level content strategy model — your shop and account assets as context, market-wide virality patterns as knowledge, four capabilities on one foundation.

JUDGE

Will this content perform?

Calibrated pre-flight scores with structural diagnosis — which hook, pacing, or CTA is dragging you down.

PLAN

What should you make?

Shop positioning × category patterns × market data → "make this one now; this structure converts best in your category."

CREATE

Scripts you can execute

Structured scripts (hook / shot list / camera / captions / CTA) — shoot it yourself or send it straight to a video-gen pipeline.

LEARN

Gets smarter about your business

Every post's real results flow back as ground truth with account context — all four capabilities sharpen at once.

02PLAN

Stop asking "what to shoot" — let the model tell you

Shop assets (products, brand material, positioning, audience) are your account context; category patterns and platform algorithm trends are global knowledge. Plan fuses both into a weekly content plan — every suggestion with a predicted score and a reason.

This week's plan · Home goods shopPLAN
Loss aversion + before/afterPain-point close-up in first 1.5s · 15s · cart link
87
Price anchor + factory sourcingTalking-head + b-roll · 22s · comment CTA
81
Curiosity gap + fun factExplainer · 30s · follower growth
68
Why: your watch-time drop concentrates in the first 3s · "comparison" structures run +32% median CTR in your category
From script to videoCREATE
Structured script Storyboard Gen / shoot Edit Brand style

The generation layer auto-routes across Kling / Veo / Runway and more (third-party + in-house) — or just shoot the script yourself. Generation is infrastructure; judgment is the soul.

03CREATE

A script isn't a paragraph — it's an executable structure

Create outputs a typed, time-coded shot sequence: hook type, subject, camera moves, SFX cues, captions, CTA timing. Follow it and you'll shoot it right — no prompt translation needed.

04LEARN

Publish = learn: result feedback is the fuel

One-click distribution to TikTok / Reels / Shorts and local platforms. Watch-time, engagement, clicks, and sales flow back automatically as ground truth with account context — data generated organically, no external authorization needed. The more you post, the smarter it gets about your business.

Yesterday · 3 postsINSIGHTS
71%3s hold
4.3%engagement
+412net followers
2.1%cart clicks
Model update"Comparison" structure significantly beats category average on your account → weight increased
LEARNED
05FLYWHEEL

Two flywheels, one axle: the model itself

The data flywheel makes the model sharper; the user flywheel makes the platform bigger — it's both the product experience and the moat.

HitSense Model Judge · Plan · Create · Learn DATA FLYWHEEL publish → results flow back ground truth → sharper model USER FLYWHEEL results → word of mouth new merchants → more posts
WHY GEN-MODEL VENDORS CAN'T

They optimize for "does it look right," not "does it convert." Distribution and conversion data isn't theirs — Learn is impossible.

WHY SCORING TOOLS CAN'T

Standalone scoring has a broken attribution chain — no idea if the content shipped or how it did. Judgment must live inside the full loop.

06TRY JUDGE · FREE

Try Judge right now

Paste your short-video script or product copy. Structural diagnosis in 30 seconds. Free, unlimited.

Demo · heuristic rules; production runs on the account-level strategy model
FAQQUESTIONS

You might be wondering

How does HitSense relate to Kling / Sora / Runway?

Complementary, not competing. They are generation-layer infrastructure; HitSense is the judgment and strategy layer — we route across multiple gen models (third-party + in-house) in production, or you can shoot the script yourself.

What does "account-level" mean?

The model's judgment isn't generic advice — it's conditioned on your shop's positioning, content history, and audience. The same script gets different predicted scores on different accounts. The more you use it, the better it knows your business.

Is my data safe? Will it help my competitors?

Account context only serves your own strategy. Cross-account learning uses de-identified structural patterns only (which hook types work in which categories) — never your assets, products, or identity.

Free vs. paid?

Free: account analysis and script diagnosis. Paid: Plan weekly content plans, Create executable scripts, one-click distribution and Learn feedback — the complete account-level strategy loop.

Which platforms are supported?

TikTok / Instagram Reels / YouTube Shorts at launch; Douyin and local platforms per roadmap.

Your next post,
played by the odds.