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Ilkim
AI readers modeled on Statistics Korea data

Before you publish,
let AI readers read it first

AI readers with different ages, regions, and occupations review your writing, headline, or product page — then show where they stop and what makes them hesitate.

Two free 5-reader runs · No credit card · About 90 seconds

Example analysisOverall 87/100
  • Jihye Kim · 34Gangnam, Seoul · Marketing Manager

    Great opening, but it loses momentum in the second paragraph

  • Sujin Lee · 41Mapo, Seoul · Café Owner

    More practical than the title led me to expect

Use it when

See the reaction that matters for each content type

Long-form writing, short copy, and product pages should not be judged by the same criteria. Choose the question you need to answer now.

  1. 01

    Articles · blogs · newsletters

    Where do readers stop?

    See whether the opening is weak, which paragraph loses attention, and what readers remember.

    Results · paragraph attention · drop-off points · reader reactions

  2. 02

    Headlines · CTAs · copy variants

    Which option is more compelling?

    Show 2–5 options to the same readers and compare the most selected version and the reasons behind each choice.

    Results · winning option · reasons · reader-group preferences

  3. 03

    Product pages · product copy

    What makes buyers hesitate?

    Find where purchase intent drops, what information is missing, and which questions remain unanswered.

    Results · purchase intent · blockers · missing information

Try it yourself

Paste your content and see reader reactions

Analyze an example or paste your own content to see where AI readers with different backgrounds engage and stop.

Manuscript30-40대 여성 · 수도권 · 워킹맘

워킹맘이 알아야 할 5가지 자기관리법

육아와 일을 병행하는 30대 여성들에게 자기관리는 사치가 아니라 생존의 조건입니다. 완벽이 아닌 지속, 그것이 진짜 자기관리의 시작입니다.

… (rest of the text omitted)

Overall score
Before analysis
Completion rate
Before analysis
AI reader responses4 waiting

4 AI readers with different backgrounds are ready to read.

Press the button to reveal each reader's response and the overall score

How it works

Add your content and get results in about 90 seconds

You do not need data or AI expertise. Choose the readers you want, add your content, and start the analysis.

  1. STEP 01

    Choose your readers

    Select the reader group you want to reach by age, gender, region, and occupation.

    e.g. Women aged 30–49 · Greater Seoul · office workers

  2. STEP 02

    Add the content

    Paste it directly or import a PDF, URL, or image. Choose article, copy comparison, or product-page analysis.

    Up to 10,000 characters · 1–50 AI readers

  3. STEP 03

    Review and improve

    See where readers stopped, what they liked, and what made them hesitate. Revise once more before publishing.

    Paragraph attention · completion · memorable sentences

Compared with real comments

Did real readers get stuck in the same places?

We ran one public article with 176 comments through the AI readers, then compared the points that drew the strongest reactions.

Where readers pushed back most ①
If you earn ₩100M, a ₩1.5B apartment is affordable

34 real comments pushed back on this logic, and the AI readers most often flagged the same gap.

Where readers pushed back most ②
₩1B is cheap

The AI readers raised the same price disconnect behind the real “who calls ₩1B pocket change?” response.

This is one article, and AI reader responses do not guarantee real-world reactions. Use them as an early signal for logic gaps and possible pushback.

Compared with ChatGPT

Can't you just use ChatGPT?

You can. But you have to prompt readers one at a time and organize the answers yourself. Ilkim runs the same content past AI readers with different backgrounds and summarizes how their reactions differ.

Ilkim

Reader mix
Many, modeled on population data
Honesty of response
Records when a reader stops
Ask the same piece again
Reproducible, same criteria
Where readers drop off
Marked paragraph by paragraph
Dozens of readers at once
One click

ChatGPT directly

Reader mix
One reader defined in the prompt
Honesty of response
Praise & edit suggestions
Ask the same piece again
A different answer each time
Where readers drop off
A vague overall take
Dozens of readers at once
One at a time, over and over
Data & trust

How are the AI readers created?

Their backgrounds come from synthetic data modeled on Korea's population. No real personal profiles are used.

Statistics Korea data

Modeled on Korea's population

Age, gender, region, education, occupation, and household structure help create readers with different backgrounds.

  • KOSIS population data from 2020–2026
  • Location data across 252 Korean districts
  • Age, occupation, education, and household context
View Statistics Korea data(opens in a new tab)
NVIDIA · CC BY 4.0

One million synthetic records

NVIDIA's Nemotron-Personas-Korea dataset adds diverse work, interests, and everyday context to the reader backgrounds.

  • 1M records · 26 information fields
  • Work, hobbies, travel, family, and daily context
  • Public license that permits commercial use
View the dataset(opens in a new tab)
Privacy

No real personal profiles

AI reader details are synthetic profiles modeled on population patterns, not copies of real people.

  • No real phone numbers or addresses
  • Your content is not used for AI training
  • Analysis data is separated by account
Pricing

Choose as many AI readers as you need

One AI reader reviewing one piece of content uses one credit. Start with a small group and add more readers when the decision matters.

FREE

Try it before paying

$0/mo
  • 10 credits on sign-up · 30 days
  • Two runs with 5 AI readers
  • No credit card

LITE

Solo writers and bloggers

$9/mo
  • 300 credits/mo · 60 five-reader runs
  • Up to 20 AI readers per run
  • Auto-recharges monthly · cancel anytime
Most popular

PRO

Content teams and marketers

$24/mo
  • 1,200 credits/mo · 60 twenty-reader runs
  • Up to 50 AI readers per run
  • Articles, copy, and product pages in one plan

Every plan · article, copy comparison, and product-page analysis · up to 10,000 characters

1 credit = one AI reader analyzing one piece of content. Billing is in US dollars (USD).

Upgrade whenever you need more monthly usage, or cancel in one click.

For higher volume, internal integrations, or dedicated support, contact sales.

FAQ

Frequently asked questions

No. Your content is used only for analysis and is not used to train AI models. You can also choose whether to delete or keep the original after analysis.

You can. But to hear from several readers, you need to repeat the prompt and organize the answers yourself. Ilkim reviews the same content with AI readers who differ in age, region, occupation, and interests, then shows where they stopped and how their reactions differed.

To hear from 30 readers in ChatGPT, you would repeat the prompt 30 times and compare every answer yourself. Ilkim organizes paragraph-level drop-off, completion rate, and reader-group reactions in one analysis.

We do not claim that AI reader responses match real readers exactly. In our published case study, we compared one article with 176 real comments, and the AI readers identified the same two points that drew the most pushback. Use the result as an early signal for finding weaknesses before publishing, not as a replacement for final judgment.

No. Ilkim helps you screen ideas before a survey or focus group. In about 90 seconds, you can see how reader groups differ and narrow down which questions still need research with real people.

For now it's specialized for Korean content and Korean readers, because the dataset follows the Statistics Korea distribution. Global expansion needs separate data infrastructure — it's on the roadmap, but the Korean market is the priority.

We can discuss an enterprise setup for teams that need to operate in their own environment. Contact us with your security requirements and expected usage.

Yes. All projects and analysis history are preserved. Downgrading is also possible — on downgrade only what exceeds the monthly limit is deactivated, and no data is deleted.

Still have questions? Email us at [email protected].

Find where readers get stuck
before you publish

Sign up and run your content past five AI readers twice for free.

No credit card · First result in about 90 seconds · Cancel anytime