Okara vs SubredditStats in 2026: a paid AI marketing agent platform vs a free subreddit research tool
Okara runs 10+ paid marketing agents across Reddit, SEO, GEO, and social from $66/month. SubredditStats is a free, no-login analytics site for picking which subreddits to target, with an accuracy caveat its own maintainer states outright.
Okara
SubredditStats- SubredditStats is completely free with no account required. Okara has a limited free tier (5 credits, roughly 50 messages) but its real functionality, including the Reddit Agent and GEO Agent, requires the $66-to-$99-a-month AI CMO plan.
- SubredditStats's own maintainer states directly that "the data collector is not robust" and the numbers should be used as a general guide only. Okara does not carry a comparable accuracy disclaimer, though every agent output still requires manual review before anything is used.
- SubredditStats offers community overlap analysis and keyword frequency tracking, both genuinely useful for deciding which subreddits to target. Okara has no equivalent subreddit-selection research feature; its Reddit Agent is built for finding live threads and drafting replies, not comparing communities.
- Neither tool offers API access or data export beyond what is visible in the interface: SubredditStats has no API or export function at all, and Okara has no API on any tier.
- Okara bundles Reddit engagement with a GEO Agent targeting ChatGPT and Google AI Overviews citations, plus SEO, LinkedIn, X, and Hacker News agents. SubredditStats has no content drafting, monitoring, or GEO features of any kind, it is purely static analytics.
- SubredditStats has no brand mention monitoring or alerting; it is a research snapshot, not an ongoing tracker. Okara's Reddit Agent actively scans for relevant new threads on a recurring basis.
Okara and SubredditStats sit at opposite ends of a Reddit strategy rather than competing head to head. SubredditStats is a free website: no login, no paid tier, just growth graphs, subscriber rankings, community overlap analysis, and keyword frequency tracking to help you figure out which subreddits are worth your time before you spend any. Okara is a paid AI Chief Marketing Officer platform where a Reddit Agent finds threads and drafts replies alongside SEO, GEO, and social agents, starting at $66 a month for the full roster. One tells you where to look; the other, once you already know where to look, drafts what to say and does a handful of other marketing jobs besides. The honest comparison is less "which is better" and more "which stage of the work are you at."
The tools at a glance
Okara
AI CMO platform running 10+ marketing agents across Reddit, SEO, GEO, and social
Okara runs more than ten marketing agents behind one chat interface, aiming to replace the function of several junior marketing hires for founders who cannot afford a full team. The Reddit Agent scans communities for threads relevant to your brand or category and drafts reply suggestions for review; a GEO Agent works on ChatGPT and Google AI Overviews citations; SEO, LinkedIn, X, and Hacker News agents cover the rest.
What Okara does not include is any tool for comparing subreddits against each other before you commit to targeting them. Its Reddit Agent surfaces threads based on your brand and category, but there is no growth-chart or overlap-analysis view to help you decide which communities are worth prioritizing in the first place.
Pricing runs from a free tier (5 credits) up to $66/month on the annual plan or $99/month billed monthly. There is no API on any tier and no multi-workspace support, so an agency running several client accounts needs a separate Okara login for each one.
| Feature | Free $0/mo | AI CMO $66/mo (annual) or $99/mo |
|---|---|---|
| Credits per month | 5 (~50 messages) | 2,000 (~20,000 messages) |
| Reddit Agent | Limited | Full |
| GEO Agent | No | Yes |
| API access | No | No |
SubredditStats
Free subreddit analytics with growth charts, subscriber rankings, and community overlap analysis
SubredditStats is a free website that surfaces statistics about Reddit communities: subscriber counts, growth rates, posts per day, comments per day, and historical activity graphs. Clicking into any subreddit shows how it has trended over months or years, which is a quick way to gauge whether a community is growing, stable, or fading before you invest time engaging in it.
The most useful features are the community overlap analysis, which shows which other subreddits share a significant portion of users with a given community, and keyword frequency tracking, which shows how often a term appears in a subreddit's comments over time. Both are genuinely rare in a free tool and help map adjacent audiences you would not find through direct search alone.
The site is upfront about its limits: the homepage itself states the data collector is not robust and the numbers should be treated as directional. It is a hobby project maintained by one person with no SLA, no API, and no export function, so it is a research aid to consult before committing to a strategy, not a source of precise metrics.
| Feature | Free $0 |
|---|---|
| Subreddit statistics and graphs | ✓ |
| Community overlap analysis | ✓ |
| Keyword frequency tracking | ✓ |
| API access | ✗ |
| Brand mention alerts | ✗ |
Head-to-head feature comparison
| Feature | Okara | SubredditStats |
|---|---|---|
| Primary function | AI marketing agent roster (Reddit engagement, SEO, GEO, social) | Free subreddit analytics and research |
| Cost model | Free tier limited to 5 credits, full roster $66-99/mo | Entirely free, no account or login required |
| Subreddit growth and ranking data | No | Yes, historical growth charts and multiple ranking lists |
| Community overlap analysis | No | Yes, shows subreddits sharing significant user overlap |
| Keyword frequency tracking | No | Yes, tracks term frequency in comments over time |
| Reddit thread discovery and reply drafting | Yes, Reddit Agent finds threads and drafts replies for review | No |
| GEO / AI citation content drafting | Yes, GEO Agent targets ChatGPT and Google AI Overviews | No |
| Brand mention monitoring or alerts | Not described as a dedicated feature | No |
| Data accuracy caveat stated | No, agent outputs are drafts, not raw research data | Yes, maintainer states the collector "is not robust" |
| API access | No | No |
| Starting price | $0/mo ($66/mo for full plan) | $0 |
Considering AI Peekaboo alongside Okara and SubredditStats?
Okara's GEO Agent runs a one-time content-drafting pass aimed at ChatGPT and Google AI Overviews citations, with no ongoing tracking, API, or dashboard behind it. SubredditStats has no AI-citation feature at all, its data is Reddit-only subreddit analytics and carries its own maintainer-stated accuracy caveat besides. Neither tool tells you whether your brand keeps showing up in AI-generated answers after content goes live. AI Peekaboo does exactly that: continuous citation tracking across five AI engines on a recurring schedule, with a read and write API and white-label reporting on every plan from $50/month.
Read the AI Peekaboo review →Which should you choose?
SubredditStatsOkaraSubredditStatsOkaraSubredditStatsOkaraThese two are not really substitutes for each other, but if you can only pick one, the honest answer depends on whether you have already chosen your subreddits. SubredditStats costs nothing and its community overlap and keyword frequency tools are a legitimately useful first pass, but its own maintainer's accuracy warning is not boilerplate, treat every number as directional and verify anything that matters with a second source. Okara costs real money starting at $66/month for the full roster, but it is the only one of the two that actually produces something, drafted Reddit replies, GEO content, SEO posts, that you can use. The practical sequence for most founders is SubredditStats first to find the right communities, then Okara or a similar agent tool once you know where to focus.
Bottom line
Start with SubredditStats, it costs nothing and its overlap and growth data will tell you which subreddits are worth your attention before you commit budget anywhere. Move to Okara once you know your target communities and want Reddit engagement drafts bundled with SEO, GEO, and social content under one $66-a-month subscription. Do not expect SubredditStats to replace ongoing monitoring or content drafting, and do not expect Okara to help you decide which subreddits matter in the first place, they solve different halves of the same problem.
Frequently asked questions
Can SubredditStats replace Okara's Reddit Agent for finding threads to engage with?
No, SubredditStats does not surface individual threads or posts at all, it only shows aggregate statistics like subscriber growth, activity rates, and community overlap for entire subreddits. Okara's Reddit Agent is the tool that actually finds specific threads relevant to your brand and drafts replies; SubredditStats only helps you decide which subreddits to point that kind of tool at.
How accurate is the data on SubredditStats compared to a paid tool like Okara?
SubredditStats's own homepage states the data collector is not robust and the numbers should be used as a general guide rather than precise metrics. Okara does not publish equivalent raw research data to compare against, since its agents produce drafted content rather than analytics, so the accuracy question does not really apply to Okara in the same way.
Is Okara worth $66 a month if I only need subreddit research, not content drafting?
Probably not, Okara's Reddit Agent is built for finding threads and drafting engagement, not for the kind of growth-chart and overlap analysis SubredditStats specializes in, and none of Okara's ten-plus agents replicate that research function. If subreddit selection is your only need right now, SubredditStats covers it for free.
Does either tool have an API for pulling data into another system?
No, neither Okara nor SubredditStats offers API access. SubredditStats has no API or export feature of any kind, and Okara does not offer an API on any tier as of mid-2026, so all interaction with either tool happens through its own web interface.
What is SubredditStats's community overlap analysis actually useful for?
It shows which other subreddits share a significant portion of users with a community you are already interested in, which helps you expand a targeting list efficiently instead of guessing at adjacent audiences. This is a research step that happens before you would use a tool like Okara to actually engage in those subreddits, since SubredditStats has no engagement or drafting function itself.
Can SubredditStats monitor brand mentions the way Okara's Reddit Agent does?
No, SubredditStats is a static analytics and ranking tool with no monitoring, alerting, or brand-mention tracking features. Okara's Reddit Agent actively scans for relevant threads on an ongoing basis as part of the paid AI CMO plan, which is a fundamentally different, live function that SubredditStats does not attempt.