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Ask HN: What did you read in 2025?

92•kwar13•9h ago•106 comments

Ask HN: What skills do you want to develop or improve in 2026?

203•meridion•1d ago•320 comments

Tell HN: Merry Christmas

1937•basilikum•1d ago•423 comments

Ask HN: Is Dart a particularly optimised language for front-end development?

3•theanonymousone•3h ago•1 comments

Are you verifying that products are readable by AI shopping

2•David_0101•4h ago•0 comments

Ask HN: What are the best engineering blogs with real-world depth?

448•nishilpatel•3d ago•132 comments

Ask HN: Pivot from SWE to What?

46•aupra•1d ago•35 comments

Ask HN: What is the international distribution/statistics of HN visitors?

59•KellyCriterion•1d ago•23 comments

Tell HN: Merry Christmas

90•franze•2d ago•56 comments

Ask HN: How many HN'ers Celebrate Christmas vs. ?

18•gist•1d ago•30 comments

Looking for Decent Conversation?

100•kmstout•2d ago•13 comments

Ask HN: Good uses cases for Fabrice's microquickjs

14•fud101•1d ago•5 comments

Ask HN: Why isn't there competition to LinkedIn yet?

57•antfie•3d ago•57 comments

Ask HN: At 34, can I aspire to being more than a JavaScript widget engineer?

25•yesitcan•1d ago•21 comments

Stronk.app – open-source gym lifts journal

63•apatheticonion•2d ago•29 comments

Google Cloud Run cost me $4,676 in 6 weeks with zero traff

48•creativesage•2d ago•30 comments

Ask HN: Why Do You Blog?

19•onesandofgrain•18h ago•10 comments

Ask HN: What do you consider fun?

22•IndySun•1d ago•13 comments

Are students replacing laptops with iPads in 2026?

3•xthe•22h ago•6 comments

Ask HN: My mother was scammed out of all her savings. What should I do?

132•scapbi•4d ago•66 comments

Ask HN: What's the best lecture or talk you've seen in 2025?

23•hopefully_can•1d ago•2 comments

Ask HN: Oberon et al., vs. Rust

17•mikethe•4d ago•30 comments

Ask HN: What developer tool do you wish existed in 2026?

20•allenleee•5d ago•19 comments

Tell HN: Math academy and iPad and sleep issues solved = me learning math

5•mettamage•1d ago•5 comments

Ask HN: Is ChatGPT getting buggier over time or is it me?

6•softwaredoug•1d ago•3 comments

What are you building in AI?

2•udit_50•1d ago•1 comments

Tell HN: Merry Christmas

19•teruakohatu•2d ago•4 comments

Is Alexa Overloaded

2•dzdt•1d ago•1 comments

As HN: How do I route around Substack's age verification?

7•longitudinal93•1d ago•5 comments

Ask HN: Payload in Amazon "Shipped" Emails

3•krautburglar•1d ago•3 comments
Open in hackernews

Are you verifying that products are readable by AI shopping

2•David_0101•4h ago
With more shoppers starting product discovery in AI assistants (ChatGPT, Copilot, Gemini, Perplexity), I’m curious how teams are handling the pre-visibility problem.

Specifically:

How do you check whether product data is actually interpretable by AI systems (not just indexed)?

Are you relying on schema validation, feed checks, manual prompting, or something else?

Have you seen cases where visibility tracking showed “nothing,” but the root cause was unreadable or ambiguous product data?

Interested in practical approaches, failures, and lessons learned