AI Reddit Research Tool & CSV Export | FetchLayer
FetchLayer fetchlayer.dev / chat beta
Live data — no scraping, no setup

Search Reddit with AI. Get answers, not links.

Type a question in plain English — FetchLayer searches Reddit and Hacker News in real time, reads posts and comments, and returns structured insights you can act on. Market research, competitive intel, lead discovery, or sentiment analysis — exported to CSV in seconds.

Start researching → Free · No card required

Used by founders, GTM teams, and developers to find signal in social noise.

FetchLayer Chat
Analyze Reddit API pricing backlash
Searching r/redditdev, r/webdev…
Analyzing 8 posts, 143 comments…
Found 31 high-signal discussions about Reddit API pricing. Key themes: rate limits dropped 10×, no mid-tier pricing, broken third-party OAuth.

Notable sources: r/redditdev, r/webdev, Hacker News — with negative sentiment and alternative-tool intent.
reddit-api-research.csv · 31 rows
Export ↓

Workflow

How to research Reddit with AI

01

Ask

Type your research question in plain English. No query syntax needed.

02

Search & Analyze

AI searches Reddit, reads posts and comments, identifies patterns and insights.

03

Export

Get a structured answer with one-click CSV download. Ready for your spreadsheet, CRM, or pipeline.

AI Reddit research tool

What is FetchLayer Chat?

FetchLayer Chat is an AI Reddit research tool for turning social discussions into structured answers. Instead of opening dozens of Reddit threads, you ask a question in plain English and FetchLayer searches relevant posts, comments, users, and communities in real time. It can summarize market sentiment, compare competitors, surface common pain points, find potential leads, map subreddit activity, and export the underlying research to CSV. The workflow is built for founders, marketers, researchers, and developers who need live social data without writing scrapers, managing proxies, or stitching together spreadsheets by hand.

Why AI research

Why use an AI Reddit research tool instead of manual search?

Manual Reddit search is useful for finding a thread. FetchLayer Chat is built for answering a research question: it searches across sources, reads the discussion context, extracts patterns, and gives you a structured result you can reuse.

Less tab-hopping

Search posts, comments, users, subreddits, and Hacker News from one chat instead of juggling browser tabs and copied links.

Better synthesis

Turn scattered comments into themes, objections, feature requests, sentiment, and competitive signals that are easier to act on.

Reusable data

Export Reddit research to CSV with source URLs and context so your findings can move into spreadsheets, CRM tools, or internal reports.

Export

Export Reddit data to CSV — no scraping required

Every research session produces structured data. Download as CSV or pipe directly into your CRM, spreadsheet, or data workflow.

reddit-api-research.csv
31 rows · 6 columns
usernamesubredditpost_titlescoresentimenturl
throwaway_apiv2r/redditdevReddit API pricing is killing my app2.4knegativereddit.com/r/…
pollapidevr/learnprogrammingAnyone else switching away from Reddit?891negativereddit.com/r/…
redditmobiledevr/redditdevBuilding an alternative — who's in?1.1kopportunityreddit.com/r/…
devrant_posterr/webdev$12k/mo for enterprise? Seriously?654negativereddit.com/r/…
… 27 more rows

Example Reddit research prompts

Use cases

What can you research with AI Reddit search?

Market research from real conversations

Understand what users actually say about categories, tools, pricing changes, trends, and buying criteria across Reddit and Hacker News.

Competitor intelligence and pain points

Find complaints, feature requests, switching intent, and comparison threads for competitors without manually reading every discussion.

Lead discovery and audience building

Surface people and communities showing active intent, then export usernames, links, context, sentiment, and source posts to CSV.

Sentiment analysis for launches and topics

Track how communities react to products, announcements, pricing, API changes, AI tools, and developer platforms over time.

Reddit research capabilities & features

AI Reddit search

Full-text search across every subreddit. Filter by time, sort, and engagement.

Reddit user profiling

Karma, post history, subreddit presence and activity patterns for any username.

Subreddit analysis

Subreddit stats, trending posts, audience overlaps, and engagement benchmarks.

Reddit CSV export

Structured output ready for your CRM, spreadsheet, or data pipeline.

BYOK mode

Bring your own OpenRouter key. Zero AI costs — only pay for data calls.

Multi-turn chat

Context carries across messages. Refine, pivot, go deeper — without starting over.

Questions

Common AI Reddit research questions

Can I export Reddit research to CSV?

Yes. FetchLayer Chat can turn research results into structured rows with usernames, subreddits, post titles, scores, sentiment, source URLs, and context fields that are ready for spreadsheets or CRM import.

Do I need to build a Reddit scraper?

No. You ask in plain English, and FetchLayer handles the search, retrieval, analysis, and formatting. For teams that need raw programmatic access, the Reddit Scraper API is available separately.

Can it analyze Reddit sentiment?

Yes. FetchLayer can summarize whether communities are positive, negative, neutral, or mixed around a topic, product, competitor, launch, pricing change, or developer tool.

What sources can FetchLayer Chat research?

The chat experience focuses on Reddit and Hacker News research today, with workflows for subreddit analysis, user profiling, competitive intelligence, lead discovery, and social listening.

Is FetchLayer Chat a Reddit social listening tool?

It can be used for social listening when you need to understand what Reddit communities are saying about a topic, competitor, product launch, pricing change, or market trend.

Try AI-powered Reddit research — free

30 free credits on sign-up. No credit card required. Search Reddit, analyze sentiment, discover leads, and export to CSV from your first message.