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Tools🔬 Research & EducationHacker Search
Hacker Search

Hacker Search

Free

Semantic search + LLM summaries of HN comments.

By Tanmay Verma, Founder · Last verified 03 Jul 2026

0 views
Added 6d ago
69/100Monitor
Visit Website

In short

Hacker Search — Semantic search + LLM summaries of HN comments. Best for Developers researching libraries or frameworks via HN opinions, Founders gauging community sentiment on startups or product ideas, Tech enthusiasts seeking deep discussions on technical topics. Free to use.

Compared withvs Surge Aivs Reach Bestvs Praktika

Is Hacker Search actually worth it?

Live

See what real users actually say. We scan live discussions, reviews and complaints across the web and hand you an honest verdict — in under a minute.

3 free scans · no card needed · downloadable report

Run a free scan

Editorial Verdict

Best for
Developers researching libraries or frameworks via HN opinionsFounders gauging community sentiment on startups or product ideasTech enthusiasts seeking deep discussions on technical topicsWriters or analysts looking for HN's take on current tech trends
Not ideal for
Users needing raw HN data exports or full archive accessThose seeking real-time or very recent comments (3-year window only)Anyone requiring an API for programmatic accessUsers who prefer traditional keyword-only search

If you live on Hacker News and need quick, semantic access to community opinions, Hacker Search is indispensable. It's faster and smarter than HN's own search. Just remember the three-year cap and lack of API access. For deeper archival needs or programmatic access, stick with alternatives like Algolia-powered HN Search or a custom dataset.

Skip Hacker Search if Skip Hacker Search if you need a full HN archive, API access, or real-time comments—its three-year window and beta status limit broader use.

Compare with: Hacker Search vs Paxton AI, Hacker Search vs Anara, Hacker Search vs Marvin User Research

Last verified: July 2026

What independent users actually report about Hacker Search

We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.

16 mentions across 2 sources (Hacker News, Lemmy).

25% positive75% critical
Recurring strengths
  • +Semantic search finds conceptually related content without exact keywords.
  • +LLM summaries of top comments provide quick, digestible insights.
  • +Links to actual comments enable verification of summaries.
  • +Designed specifically for the high-quality Hacker News dataset.
  • +Free to use in beta with no credit card required.
Recurring frustrations
  • −Almost no community feedback available to assess reliability.
  • −Only 3 years of data; older discussions are inaccessible.
  • −Beta status means features may change or disappear.
  • −No mobile or API integration mentioned.
  • −Limited to one platform (Hacker News) — no cross-community search.
Patterns worth knowing
Lack of direct user testimonials — all community posts are off-topic or indirect.
Seen on Hacker News, Lemmy
Tool's focus on HN is unique but also limiting to its user base.
Seen on Hacker News
Learning curve
beginnerProductive in ~5 minutes
Hidden costs people mention
  • • Sign-up may be required for extended access; details are vague.
  • • Future paid tiers could remove free features.

Viability Score

69/100
Monitor

How likely is Hacker Search to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.

momentum
55
funding runway
40
website health
90
wrapper dependency
100

Last calculated: July 2026

How we score →

Key Features

  • Natural language question answering on HN data
  • LLM-generated summaries of relevant comments
  • Semantic search for HN submissions
  • Browse sample questions for inspiration
  • Direct links to original comments in results
  • Covers all HN comments from past 3 years
  • Optional sign-up for extended access
  • Concept-based search (no exact keyword required)
  • Community sentiment analysis on topics

About Hacker Search

FreeIntermediateNo APIWeb

Hacker Search lets you ask natural language questions about any topic and get LLM-generated summaries of what the Hacker News community thinks. It indexes all HN comments from the past three years using semantic embeddings, so you find conceptually relevant discussions even without exact keyword matches. Each answer links back to the original comments for verification. You can also search HN submissions semantically. Currently free and in beta, it's perfect for developers, founders, and tech enthusiasts wanting quick access to HN's collective wisdom without its clunky native search. The three-year window limits older content but excels at surfacing recent, high-signal discussions. No API or export features yet.

Behind the Verdict

Hacker Search solves a real pain: HN's native search is keyword-only and often misses the nuanced discussions buried in comment threads. By using semantic embeddings and LLM summarization, this tool surfaces conceptually relevant answers—like asking 'What do you think about Rust for web development?' and getting a distilled summary of pros and cons from dozens of comments. The UI is minimal and focused: you type a question, it returns a summary with clickable links to source comments. Sample questions help new users get started quickly. Strengths: The semantic search over comments and submissions is genuinely useful for research. The three-year window covers enough recent discussions to stay relevant. It's free and requires no signup for basic use. The summaries save hours of manual scanning. Weaknesses: The three-year cap means you can't access older wisdom. No API limits integration into workflows. Being in beta means occasional inaccuracies or gaps. There's no team or enterprise tier for heavy use. Overall, it's a niche tool that excels at its one job. For anyone who regularly mines HN for opinions—tech researchers, founders evaluating tools, writers tracking sentiment—it's a must-bookmark. Just don't expect a full archive or automation features.

Researching Hacker Search? Get your full AI stack in 60 seconds.

Free, no signup — tell us your goal and get tools matched to your budget & existing stack.

Real-world workflow fit

Concrete scenarios for the personas Hacker Search actually fits — and what changes day-one when you adopt it.

Developer researching a framework

You're evaluating Svelte vs React for a new side project. You type 'What do you think about Svelte vs React for frontend?' and get a summary of HN comments comparing performance, developer experience, and community sentiment.

Outcome: You save hours of manual browsing and make a more informed decision based on aggregated community wisdom.

Founder gauging product sentiment

You just launched a developer tool and want to know how HN reacted. You query 'What do you think of [tool name]?' and see a distilled summary of positive/negative feedback with links to actual comments.

Outcome: You quickly identify common praises and critiques, helping you iterate on your product or messaging.

Tech writer collecting opinions

You're writing an article on the best practices for microservices. You search 'microservices best practices' and get a curated set of HN discussions with key points from experienced engineers.

Outcome: You gather authoritative quotes and diverse perspectives to strengthen your article's credibility.

Use Cases

  • Ask 'What do HN readers think about Rust for web development?' and get a summary of opinions
  • Search for 'React vs Vue' to find nuanced technical comparisons from HN comments
  • Use semantic search to find HN submissions about 'distributed systems design' without exact keywords
  • Evaluate community sentiment on a startup by querying 'What do you think about [startup name]?'
  • Research career advice by asking 'How to negotiate compensation as a technical hire'

Limitations

  • Hacker Search only covers comments from the past 3 years; older data is not available.
  • The tool is in beta, so occasional inaccuracies or incomplete results may occur.
  • The free tier may have usage limits, and an API is not currently offered.
  • No export or bulk search features.

as of 2026-07-03

Where the pricing makes sense

The company stage and team size where Hacker Search's pricing actually pencils out — and where peers do it cheaper.

Hacker Search is free for all users during beta, with no hidden costs. Sign-up is optional and unlocks extended access, but pricing tiers are not yet disclosed. For a free semantic search tool, it's unmatched in value against any paid alternative.

Setup time & first value

How long it actually takes to get something useful out of Hacker Search — broken out by persona, not the marketing-page minute.

Immediate—no sign-up needed. Start typing your question on the homepage and get results in seconds. For extended features, signing up takes less than a minute.

Resources & Guides

  • Resourcehackersearch.net

    Home · Hacker Search

    Helpful link from hackersearch.net

Frequently Asked Questions

Tools that pair well with Hacker Search

Common stack mates teams adopt alongside Hacker Search, with the specific reason each pairing earns its keep.

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AI for scientific research with cited answers from your library and the web.

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Used Hacker Search? Help shape our editorial sentiment research.

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Details

Pricing
Free
Skill Level
Intermediate
Platforms
Web
API Available
No
Content updated
6d ago
Pricing & overview verified
6d ago

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