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Reddit lead generationBuying intentReddit monitoringReddit APIB2B leadsSocial listening2026

Reddit Lead Generation in 2026: Find Buying-Intent Threads Through an API

Reddit lead generation that holds up: find the threads where buyers ask for a tool, monitor them through an API, and answer in public. Measured on 2026 data.

Emma·
Reddit lead generation in 2026, finding buying-intent threads through an API, an independent guide from redditapis.com, a third-party API not affiliated with Reddit Inc

Every week, thousands of people on Reddit type out exactly what they want to buy: the budget, the must-have feature, the tool they are leaving. That is what Reddit lead generation is built on. Not cold messages, not link drops, but reading the public questions buyers already ask and showing up with a useful answer.

TL;DR: Reddit reported 130.3 million daily active uniques in Q3 2026, per its Q3 2026 results, and many of them ask for tools in public. We pulled the 105 newest r/smallbusiness posts matching CRM through our API: 56% ask a question in the title, median 10 comments. Reddit lead generation is four reads: search, score, monitor, then answer in public.

TL;DR

Reddit lead generation works when you treat Reddit as a stream of public buying questions, not a list of people to message. Reddit reported 130.3 million daily active uniques in Q3 2026, and a lot of them ask for tools in the open. We pulled the 105 newest r/smallbusiness posts that match CRM through our own API: 56% ask a question in the title and the median one drew 10 comments. In r/SaaS, 40% of the 105 newest posts matching looking for are questions, and all 105 landed in about five days. The method is four reads: search the subreddits where your buyers post, score each thread for intent, set a monitor so new ones arrive on their own, and answer in public with something useful. Reddit's own Rule 2 says to participate authentically and not spam, and that rule is the strategy, not a constraint on it.

This is an independent guide from redditapis.com, a third-party API that is not affiliated with Reddit, Inc. It covers how to find and watch buying-intent threads through an API. If you want a roundup of outreach tools instead, our Reddit outreach tools guide compares them; this post is about the method underneath.

Stat panel of Reddit's Q3 2026 reach: 130.3M daily active uniques up 12%, 515.2M weekly active uniques up 16%, and revenue of $895M up 53%

What is Reddit lead generation?

Reddit lead generation is finding people who are already describing a problem you solve, in a public thread, and earning their attention by answering it well. The lead is the thread, not a username. You read what buyers ask, decide which threads carry real intent, and reply where the asker and every later reader can see it.

It breaks into three jobs:

  • Find the threads where buyers ask for a tool or a fix.
  • Qualify each one by its title, its requirements and its replies.
  • Answer in public, with the requirement first and your name disclosed.

Numbered list of the three jobs in Reddit lead generation: find the threads where buyers ask, qualify each by title, requirements and replies, and answer in public with disclosure

The part that scales is the first one. Finding the right threads by hand means refreshing a dozen subreddits a day. Reading them through an API turns that into a search call and a monitor, which is what the rest of this guide sets up.

Why do buyers ask Reddit before they buy in 2026?

Because Reddit is where peers answer without a sales agenda, and the audience is large and still growing. Reddit reported 130.3 million daily active uniques in Q3 2026, up 12% year over year, and 515.2 million weekly. A buyer asking which CRM to use gets answers from people who run the same kind of business.

The scale, from Reddit's own Q3 2026 results:

How many people Reddit reached in Q3 2026

MetricQ3 2026Q3 2025ChangeSource
Daily active uniques, global130.3M116.0Mup 12%published
Weekly active uniques, global515.2M443.8Mup 16%published
Daily active uniques, US50.7M51.6Mdown 2%published
Logged-in daily active uniques, global53.5M50.2Mup 7%published

as of 2026-11-07

Method: Figures from Reddit's Q3 2026 results release, 29 October 2026, key operating metrics table. Read 7 November 2026.

Bar chart of Reddit daily active uniques in Q3 2026: 130.3M global, 79.6M international and 50.7M in the US

Reddit's audience kept growing in Q3 2026

Reddit reported 130.3 million daily active uniques for the quarter ended 30 September 2026, up 12% year over year, and 515.2 million weekly active uniques, up 16%. Revenue grew 53% to $895 million. The US daily figure dipped 2% to 50.7 million while international grew 24%, so a lead program that only watches US-centric communities is reading a shrinking slice.
Reddit, Inc., 29 October 2026

Three things in those numbers matter for a lead program:

  • The global audience grew 12% while the US figure slipped 2%, so watch international communities too.
  • Logged-in daily users reached 53.5 million, the people who post and comment.
  • A larger audience means more questions per day, which is why reading by hand stops working.

Business buyers are a large part of it. Reddit's own lead generation announcement of 6 October 2026 says more than 20 million business decision-makers come to Reddit and 9 in 10 used it to research business products or services in the past year. Reddit sells lead gen ads against that intent; this guide covers the organic side, which costs reading time instead of ad spend.

AI search made the threads matter more, not less. Brian Dean described how buyers found his SaaS: a video first, then a chatbot, then Reddit threads and reviews before signing up:

Brian Dean

Brian Dean

@BrianEDean

Everyone keeps asking me if AI killed SEO. NOPE! That said, SEO has changed A LOT. Specifically: AI tools are now a huge part of how people search. Here's exactly what changed IMO: People don't just "Google" things anymore. They ask ChatGPT for recommendations. They search… Show more

Embedded post media

Google also marks up forum threads with discussion forum structured data, which is one reason a good answer on a Reddit thread keeps getting read long after the asker has chosen.

What does a buying-intent thread look like?

It names a need and asks for help choosing. The title is usually a question, the body lists requirements such as a budget, a platform or a deadline, and the replies are peers naming tools. A thread that only tells a story or shares an opinion is browsing, not buying, and a pitch there lands badly.

Here is a clean example from r/SaaS, a team that has outgrown recorded videos and live demos and is asking peers which demo software to buy:

r/SaaS·u/VideoPrestigious8141

Interactive demo software for SaaS: what are people actually using?

I’m looking at interactive demo software for a SaaS team because our current process is basically recorded videos plus live demos, and neither really lets prospects explore based on what they care about. I’ve seen…

527
Open on Reddit

The post ends with the buying question in one line:

For anyone who has evaluated interactive demo software, what did you end up choosing and what actually mattered once you started using it?

The five signals to look for:

  • A question in the title that names a category or a job.
  • Requirements in the body, such as price, platform or features.
  • A switch, a tool they tried and dropped.
  • A deadline, something breaking now.
  • Active replies, peers already naming options.

Numbered list of five buying-intent signals: a question in the title, requirements in the body, a switch from another tool, a deadline, and active replies naming options

That thread drew 18 comments in its first days, most of them peers naming what they chose, which is exactly the conversation a vendor wants to be a helpful part of.

How much of Reddit is actually asking?

More than half, in the right communities. We pulled the 105 newest r/smallbusiness posts that match a search for CRM through our own API and counted the titles phrased as a question. A majority were, and the median one carried a 10-comment discussion, so the demand is both frequent and engaged.

56% of the 105 newest r/smallbusiness posts that match a search for CRM ask a question in the title.

Our data · Dataset: reddit-crm-threads-rsmallbusiness · Source: public Reddit posts, pulled through our API · Query: GET /search?sort=new&limit=100&q=CRM&subreddit=smallbusiness · Pulled: 2026-11-07 · n = 105 · Method: share of items whose title matches /?/i; frame: 105 unique items from 3 page(s), duplicates removed

Donut chart showing 56% of the 105 newest r/smallbusiness CRM posts ask a question in the title and 44% are statements or shares

The median post among the 105 newest r/smallbusiness posts that match a search for CRM carried 10 comments.

Our data · Dataset: reddit-crm-threads-rsmallbusiness · Source: public Reddit posts, pulled through our API · Query: GET /search?sort=new&limit=100&q=CRM&subreddit=smallbusiness · Pulled: 2026-11-07 · n = 105 · Method: median of comments; frame: 105 unique items from 3 page(s), duplicates removed

Stat panel of r/smallbusiness CRM demand: 56% of titles are questions, a median of 10 comments per post, and 34 of 105 posts drew 20 or more comments

In the same pull, 34 of the 105 posts drew 20 or more comments, and the window ran from July to early November 2026. That is roughly two buying questions a day in one subreddit for one category word.

Start building with Redditapis

Reads $0.0015, votes $0.005, writes $0.012, DMs $0.025. $0.50 free credits.

Where do the buying-intent threads live?

In the communities where your buyer asks for help, not the ones about your product. Small-business owners ask in r/smallbusiness, founders in r/SaaS and r/Entrepreneur, practitioners in their role subreddits. The search words matter as much as the community: category names, request phrases like looking for, and switch phrases like alternative to.

Founder communities move fast. In r/SaaS, the 105 newest posts matching looking for all landed in about five days, and a large share were direct questions:

40% of the 105 newest r/SaaS posts that match a search for "looking for" ask a question in the title.

Our data · Dataset: reddit-looking-for-threads-rsaas · Source: public Reddit posts, pulled through our API · Query: GET /search?sort=new&limit=100&q=looking+for&subreddit=SaaS · Pulled: 2026-11-07 · n = 105 · Method: share of items whose title matches /?/i; frame: 105 unique items from 3 page(s), duplicates removed

The patterns that surface buying intent, and the call that reads each:

Search patterns that surface buying intent

PatternExample queryWhat it catchesEndpointSource
Category wordCRM in r/smallbusinessOwners choosing a tool/api/reddit/searchderived
Request phraselooking for in r/SaaSFounders asking for help/api/reddit/searchderived
Switch phrasealternative to plus a product nameBuyers leaving a rival/api/reddit/searchderived
Recommendation phraserecommend in r/EntrepreneurPeers asking peers/api/reddit/searchderived

as of 2026-11-07

Method: Query patterns compiled from the r/smallbusiness and r/SaaS pulls of 7 November 2026 and the buyer threads quoted in this post. Endpoint path from the redditapis.com documented routes.

Grid of four search patterns for buying intent: a category word, a request phrase, a switch phrase and a recommendation phrase, each with an example and what it catches

A switch question is the warmest of the four. This founder had already ruled out one provider and was asking r/SaaS for a payment provider directly:

r/SaaS·u/pizzbox

Any recommendations for a global payment provider other than Stripe?

I'm running SaaS business and I'm looking for a reliable payment provider to accept payments from customers worldwide. Stripe isn't an option for us, so I'm exploring alternatives. Main things I'm looking for: •…

633
Open on Reddit

I'd really appreciate hearing from people who actually use them.

Before replying anywhere, read the community's rules. Many subreddits restrict self-promotion or require a flair, and the subreddit rules guide shows how to read them through the API so a reply never breaks one.

How do you find these threads through an API?

With one search call per subreddit and query, read as JSON. You send the query, the subreddit and sort by new, and get back each post's title, author, date, comment count and permalink, up to 100 per call. Then you keep the questions, drop the posts you have already seen, and pass the rest to scoring.

The five steps:

  • Search each subreddit and query, sorted by new.
  • Filter to titles phrased as questions or requests.
  • Dedupe against posts you have already reviewed.
  • Score what is left for buying intent.
  • Queue the top threads for a human reply.

Five step flow to find buying-intent threads through an API: search each subreddit by new, filter to questions, dedupe seen posts, score for intent, queue the best for a human reply

The read behind every lead

One search call per subreddit

Sample

The first call looks like this:

curl -sS "https://api.redditapis.com/api/reddit/search?q=CRM&subreddit=smallbusiness&sort=new&limit=100" \
  -H "Authorization: Bearer $REDDITAPIS_KEY"

The same search works for comments, which catches buyers who ask inside a bigger discussion. The Reddit search API page lists the post and comment search options side by side.

How do you score a thread before you reply?

Give each thread a point for each buying signal: a question in the title, stated requirements, a tool they are leaving, a deadline, and peers already naming options. Three or more points is a buying thread worth a careful reply. One or none is browsing, where the right move is to read and stay quiet.

A buying thread and a browsing thread, side by side:

Score before you reply

A buying thread versus a browsing thread

Buying threadBrowsing thread
TitleA question that names a needA statement or a story
BodyRequirements, a budget, a deadlineOpinions, no constraints
CommentsPeers naming toolsGeneral discussion
Your moveAnswer the requirementsRead, do not pitch
Signals drawn from the r/smallbusiness and r/SaaS threads pulled on 7 November 2026.

Grid scoring a thread for buying intent: title, body, comments and your move, comparing a buying thread with a browsing thread

The scoring rules that hold up:

  • Score the title and body, not the subreddit's size.
  • Weight a named rival or a stated budget highest.
  • Skip threads older than a few days, since the asker has moved on.
  • Keep every score with its permalink so you can review what converted.

Comment count is a useful tiebreaker. A thread with a 10-comment discussion already has peers engaged, so a good answer gets read by more than the asker.

How do you monitor for new leads without polling?

Set a monitor on each subreddit and query pair, and let new matching posts arrive at a webhook, Slack or Discord. Polling search on a timer wastes calls and still misses posts between runs. A monitor pushes each match once, so your lead queue fills on its own and you review it at a set time each day.

The flow:

  • Define the subreddit and the query.
  • Deliver matches to a webhook, Slack or Discord.
  • Score each match as it lands.
  • Review the queue once or twice a day.

Four step flow for monitoring Reddit leads: define the subreddit and query, deliver matches to a webhook, score each match as it lands, and review the queue daily

The monitoring API sets this up in one call. How alerts work, and where keyword alerts miss, is covered in Reddit monitoring explained, and the trade-off between pushing and polling is in webhooks versus polling.

How should you reply so it converts and stays welcome?

Answer the asker's requirements first, say plainly that you built the tool if you mention it, and give a reply that is useful even to someone who never buys. Reddit's Rule 2 asks everyone to participate authentically and not spam, and a vendor reply that follows it is also the one that earns the click.

Reddit Rule 2 is the lead-gen playbook

Reddit's site-wide Rule 2 asks people to participate authentically in communities where they have a personal interest and not to spam. For a vendor, that rules out blasting messages or dropping links, and it leaves the one approach that works anyway: answer the asker's actual question in public, say who you are, and let the thread do the selling.
Reddit Rules, read 7 November 2026

Marketers who do this well say the same thing. Ross Simmonds put Reddit at the center of a 2027 plan, with one condition about how experts show up:

Ross Simmonds

Ross Simmonds

@TheCoolestCool

If I were CMO of a $50M+ SaaS company, I'd rip up my 2027 plan after reading this 🤯 Here's what I'd replace it with: 1. Stop reporting on traffic alone. Track how often you're named when buyers ask ChatGPT, AI Mode and Perplexity about your category. Same prompts, every month.

A useful reply, against a pitch:

The reply decides it

A useful public reply versus a pitch

Useful replyPitch
Opens withThe asker's requirementYour product name
DisclosesThat you built it, up frontNothing, or too late
Helps later readersYes, it stays on the threadNo, it gets downvoted
Fits Reddit Rule 2YesNo, it reads as spam
Rule 2 wording from the Reddit Rules page, read 7 November 2026.

Numbered list of four rules for a Reddit reply that converts: answer the requirement first, disclose that you built it, compare honestly, and leave the link for last or out

The four rules:

  • Answer the requirement first, in the asker's own terms.
  • Disclose that you built the tool, in the first line that mentions it.
  • Compare honestly, including where another option fits better.
  • Put a link last, or leave it out if the community discourages links.

The cheapest Reddit API. Try it free.

Reads from $0.0015 per call. $0.50 free credits. No credit card required.

Should you DM a lead on Reddit?

Only when they ask for it. A public reply helps the asker and every later reader, and it builds the reputation that makes the next reply land. An unsolicited message to someone who posted a question reads as spam, and it skips the part of Reddit that makes it useful for lead generation: the public answer.

When a direct message does make sense:

  • The asker says to message them, or replies asking for details.
  • You are following up on a conversation already started in public.
  • The detail is private, such as an account or a quote.

Numbered list of when a Reddit DM makes sense: the asker invites it, you are following up a public conversation, or the detail is private

When it does, the DM API guide covers sending one through an API, and the channel comparison covers when email or Slack is the better next step.

A worked example: one week of CRM leads

Pick one category and one community, read the newest posts, score them, and answer the best few. For a CRM vendor serving small businesses: search CRM in r/smallbusiness, keep the questions, score each by its requirements, reply to the top three with a requirement-first answer, and set a monitor so next week's questions arrive on their own.

The week, step by step:

  • Monday: search CRM in r/smallbusiness, sorted by new.
  • Monday: keep the questions, 56% of titles in our pull.
  • Tuesday: score each by requirements, switch and replies.
  • Wednesday: reply to the top three, disclosed and specific.
  • Friday: set a monitor and review what earned replies.

Five step flow for one week of CRM leads: search CRM in r/smallbusiness, keep the questions, score by requirements, reply to the top three, and set a monitor for next week

The same scoring works in any category. This founder listed four requirements for an analytics tool, a free tier, behaviour tracking, no cookie consent and accurate conversion data, which scores as a buying thread on every signal:

r/SaaS·u/terme_explorer

What are you guys using to track website visitors and user activity in your SaaS products?

GA4 seems like the obvious choice, especially since it's free. But my main concern is cookie consent. If a significant percentage of visitors reject cookies, you potentially lose a lot of valuable analytics data. I'm…

120
Open on Reddit

Broader threads that only compare stacks are research, not leads. They tell you which objections to answer before the next buyer asks, which is the same read covered in our Reddit market research guide.

What mistakes kill Reddit lead generation?

Pitching in threads that are not asking, hiding that you built the product, pasting the same reply across subreddits, ignoring each community's rules, and messaging people who never invited it. Each one turns a public question into a public warning about your brand, and a thread keeps that warning visible for years.

The five to avoid:

  • Pitching a browsing thread that never asked for a tool.
  • Hiding the affiliation, which readers find out anyway.
  • Copy-pasting replies across communities.
  • Skipping community rules on promotion and links.
  • Unsolicited messages to people who asked in public.

Numbered list of five Reddit lead generation mistakes: pitching browsing threads, hiding affiliation, copy-pasting replies, skipping community rules, and sending unsolicited messages

All five share a root: treating Reddit as a list of people to reach instead of a set of questions to answer. Cold lists show why. One founder in r/Entrepreneur sent a campaign to 496 hand-qualified leads and got a 7.1% reply rate, 7 positive replies and 1 client:

r/Entrepreneur·u/Content_Paths

496 highly targeted leads, 35 replies, 7 positive, 1 client. Am I doing Something wrong?

I Co-run a small agency doing a specialized B2B service (video editing for coaches/founders posting educational content on YouTube. mentioning the niche only for context, not pitching). My last cold email campaign had…

3391
Open on Reddit

A buyer who posts a question has already done the qualifying for you. Answer that question well and most of the list above fixes itself.

How do you measure what Reddit leads are worth?

Track each reply from thread to outcome. Record the permalink, the score you gave it, whether the asker replied, whether anyone clicked through, and whether a signup or a call followed. After a month you know which subreddits, which query patterns and which score bands actually produce customers, and you can drop the rest.

What to log for every reply:

  • The permalink and the intent score.
  • Whether the asker or a peer replied.
  • Clicks through a tagged link, if you used one.
  • Signups or calls within 30 days.

Numbered list of what to log for every Reddit reply: the permalink and intent score, whether anyone responded, clicks through a tagged link, and signups or calls within 30 days

This walkthrough covers the community side of the same method, showing up consistently and answering the questions people already ask:

A setup you can run this week

List the three subreddits where your buyers ask for help, write two or three queries for each using category, request and switch phrases, run one search per pair to see the current volume, set a monitor on the pairs that return real questions, and block an hour a day to reply. That is a working Reddit lead generation system.

The plan:

  • Pick three subreddits where your buyers ask.
  • Write category, request and switch queries for each.
  • Run one search per pair and check the share of questions.
  • Set monitors on the pairs that return real buying threads.
  • Reply daily, and log every outcome.

Five step setup for Reddit lead generation this week: pick three subreddits, write the queries, run one search per pair, set monitors on the best, and reply daily with outcomes logged

When you are ready to run the first search, the quickstart makes the call, signup issues a key, and the API documentation lists every endpoint and field. For teams building this into a product, our social listening page covers the same reads at scale.

Where these numbers come from.

Each row is a figure in this post and the artefact it was read from. Reddit's access rules and the third-party archives around them keep moving, so check the date on a source before you build against it.

Reddit Reports Third Quarter 2026 Results
Reddit, Inc. investor release, 29 October 2026. DAUq 130.3M (up 12%), WAUq 515.2M (up 16%), revenue $895M (up 53%), US DAUq 50.7M, logged-in DAUq 53.5M.
Reddit Rules
Reddit, Inc. Rule 2: participate authentically in communities where you have a personal interest, and do not spam. Read 7 November 2026.
Ross Simmonds on making Reddit a core channel
Post on X, 1 November 2026. Recommends that experts show up openly and helpfully on Reddit and never script customers.
Reddit Launches Enhanced Capabilities for Lead Generation
Reddit, Inc. newsroom, 6 October 2026. More than 20 million business decision-makers come to Reddit, and 9 in 10 used it to research business products or services in the past year.
r/SaaS: Interactive demo software for SaaS: what are people actually using?
Public r/SaaS thread, 4 November 2026, 18 comments. A SaaS team asking peers which demo software they chose and why.
r/SaaS: Any recommendations for a global payment provider other than Stripe?
Public r/SaaS thread, 4 November 2026, 25 comments. A founder asking peers which payment provider they use.
r/SaaS: What are you guys using to track website visitors and user activity?
Public r/SaaS thread, 4 November 2026, 20 comments. A founder listing four requirements for an analytics tool.
r/Entrepreneur: 496 highly targeted leads, 35 replies, 7 positive, 1 client
Public r/Entrepreneur thread, 8 September 2026, 90 comments. A cold email campaign with a 7.1% reply rate and one conversion.
Brian Dean on how buyers found his SaaS
Post on X, 30 July 2026. Customers heard of the product on YouTube, asked ChatGPT, then read Reddit threads and reviews before signing up.

Frequently asked questions.

It is finding people on Reddit who are already describing a problem you solve, usually in a thread that asks for a tool or a recommendation, and earning their attention by answering in public. The lead is the thread, not a username. An API reads those threads as JSON so you can search, score and monitor them. Our monitoring API does the watching part.

Search the subreddits where your buyers post for the words a buyer uses, such as looking for, alternative to, recommend, or the category name, and keep the posts phrased as questions. In our pull, 56% of the 105 newest r/smallbusiness posts matching CRM asked a question in the title. The quickstart runs that first search.

The ones where your buyer asks for help, not the ones about your product category. Small-business owners ask in r/smallbusiness, founders ask in r/SaaS and r/Entrepreneur, and practitioners ask in their role subreddits. Read each community's rules before you reply. Our subreddit rules guide shows how to read them through the API.

Yes. A monitor watches a keyword or a subreddit and pushes each new matching post to a webhook, Slack or Discord, so you review leads as they arrive instead of polling search. How alerts work and where they miss is covered in Reddit monitoring explained, and the endpoint lives on the monitoring API page.

Only when they invite it. A public reply helps the asker and everyone who finds the thread later, while an unsolicited message reads as spam and Reddit Rule 2 says not to spam. If a conversation does move to a message, our DM API guide covers sending one through an API, and the channel comparison covers when email fits better.

The reading side costs a few API calls per subreddit per day: one search call returns up to 100 posts with titles, comment counts and permalinks, and a monitor replaces repeated polling. The real cost is the time to write a useful reply. Current per-call prices are on the pricing page.

No. redditapis.com is an independent, third-party REST API for Reddit posts, comments, search and monitors, not affiliated with Reddit, Inc. It returns public Reddit data as JSON over HTTPS with an API key at signup and no app-review queue. The quickstart runs a first call, and the full API documentation lists every endpoint.

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ApifyReddit Scraper

Apify Reddit Scraper Deprecated: Why Actors Broke in 2026 and How to Migrate

The most used Apify Reddit actor is now marked Deprecated. Why Reddit actors broke in 2026, what changes on November 13, and how to migrate a job.

Emma·
Reddit comment IDs are now 13 characters cover, an independent developer explainer from redditapis.com, a third-party API not affiliated with Reddit Inc
Reddit APIReddit Comment ID

Reddit Comment IDs Are Now 13 Characters and Out of Order: What Breaks in Your Code

Reddit's new comment IDs are 13 characters and no longer increasing. When the change went live, what it breaks in your code, and the fix for each case.

Emma·
Reddit Data API requests close October 31, 2026 cover, an independent explainer from redditapis.com, a third-party API not affiliated with Reddit Inc
Reddit APIReddit Data API

Reddit Closed New Data API Requests on October 31: What to Do If You Never Applied

Reddit stopped accepting new Data API requests on October 31, 2026. What closed, why the request form kept failing, and how a new project reads Reddit now.

Emma·
Reddit data for market research after ChatGPT's citation drop, an independent explainer from redditapis.com, a third-party API not affiliated with Reddit Inc
Reddit dataMarket research

Reddit Data for Market Research After ChatGPT's Citation Drop (2026)

ChatGPT now cites Reddit about 88% less than six months ago. Here is what Reddit data is still worth pulling, and how to mine it through an API.

Emma·
Reddit RSS feeds end November 13, 2026 cover, an independent explainer on what breaks and what replaces a feed, from redditapis.com, a third-party API not affiliated with Reddit Inc
Reddit RSSReddit API

Reddit RSS Feeds End November 13, 2026: What Breaks and What Replaces Them

Reddit stops supporting RSS feeds on November 13, 2026. What breaks, what Reddit offers moderators instead, the 2027 API dates, and how to replace a feed.

Emma·
Cover for a Reddit API cost model in Python, showing per-call pricing from redditapis.com, an independent third-party API not affiliated with Reddit Inc.
Reddit APIAPI Cost

How to Estimate Your Reddit API Bill: a Per-Call Cost Model in Python

A per-call Reddit API cost model in Python: price every read, write and DM, then size the monthly bill for a keyword monitor, a RAG refresh and a reply bot.

Emma·
Reddit API Limitations in 2026 cover, an independent reference to what the Reddit API will not do beyond rate limits, from redditapis.com, a third-party API not affiliated with Reddit Inc
Reddit APIAPI Limitations

Reddit API Limitations in 2026: What the API Will Not Do, Beyond Rate Limits

Every Reddit API ceiling that is not a rate limit: the 1,000-item listing cap we measured, search depth, deleted content, access approval and commercial terms.

Emma·
Subreddit AI-Rule Index 2026 cover, an independent first-party measurement showing 132 of the 250 most popular subreddits prohibit AI-generated posts or comments
Reddit APISubreddit Rules

Subreddit AI-Rule Index 2026: 52.8% of the 250 Most Popular Subreddits Prohibit AI-Generated Posts or Comments

We read the rules of the 250 most popular subreddits. 132, or 52.8%, prohibit AI-generated posts or comments. 27 of the 50 largest do. 9 require disclosure.

Emma·