/// For restaurant owners / In private testing

What are people saying about your restaurant?

PandaiBesi finds posts about your restaurant on TikTok, Instagram Reels, X and Threads, uses AI sentiment analysis to read their tone, and shows the words behind every label.

Book a free demo

50-second walkthrough. Design mockup with sample data.

The mentions feed

Sample data

PandaiBesi mentions feed for a sample restaurant. Two posts, one marked Positive with Food Positive, one marked Negative with Service, Value and Convenience Negative, each with its view count. — The feed: newest posts first, each with its overall tone and element labels.

Details of one post marked Mixed. Food Positive quotes Nasi bakarnya enak banget, Ambience Negative quotes tempatnya panas, Convenience Negative quotes parkirnya susah. — Details: every element label quotes the post's own words.

Design mockup. Restaurant, accounts and posts are invented.

How it works

01 / Collect

Find the posts.

PandaiBesi searches TikTok, Instagram Reels, X and Threads for posts about one restaurant, within a fixed monthly budget per restaurant.

02 / Judge

AI sentiment analysis.

An AI model reads each caption: is it about the restaurant, and is it positive, negative or mixed? Then it reads the tone for food, service, value, ambience and convenience separately.

03 / Show

Keep the evidence.

Every element label quotes the words it came from, so a person can check it. No label means no opinion was read, never neutral.

What you get

A daily check.

PandaiBesi searches for new posts once a day and tells you when a check is late or incomplete.

A daily email.

After each check you get one email: the posts that need attention, or an all-clear.

Tone per post.

Each post is marked positive, negative or mixed. Filter the feed to see the negative ones first.

Tone per element.

Food, service, value, ambience and convenience are read separately, so you know what people liked and what they did not.

Evidence you can check.

Every label quotes the words it came from, with a link to the original post and the search that found it.

You stay in control.

Mark a post "Not about us" and it leaves your feed. Add your branches so their posts are found too.

Pricing

In private testing

Private test

Free

One restaurant, with its branches
TikTok, Instagram Reels, X and Threads
Daily check and daily email
Tone per post and per element, with evidence

Testing is free. If PandaiBesi becomes a paid service, we will tell you the price first, and nothing is charged unless you agree.

Join the free test

Questions

Do you need my social media logins?

No. PandaiBesi only reads public posts that anyone can find by searching. You give us your restaurant's name, city and branches, nothing else.

Which platforms and languages?

TikTok, Instagram Reels, X and Threads. Captions in Indonesian and English.

How is this different from Google reviews?

Many people never write a review. They post a video or a caption instead. PandaiBesi follows those posts, not review sites.

Can the AI be wrong?

Yes. That is why every label shows the words it was read from, so you can check it in seconds. When no opinion is read, the post gets no label, never a guessed "neutral".

Does it find every post?

No. Platform search can miss posts, and we say so in the app. We keep the cost fixed per restaurant each month, so searches are planned, not unlimited.

Who builds PandaiBesi?

PandaiBesi is built by its founder, Ottmar Daud, with Claude Code. Write to ottmar@pandaibesi.dev.




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pandai besi (Indonesian), n. blacksmithRaw / Shaped / Refined

Book a free demo

Run a restaurant? Email us to book a demo. We show you what people post about your restaurant, and you can join the private test for free.

ottmar@pandaibesi.dev

Ottmar Daud, founder