Devta vs Okara in 2026: solo freelancer outreach vs a full AI marketing agent roster
Devta automates Reddit, LinkedIn, and Upwork outreach for freelancers on pay-as-you-go credits from a $49 top-up. Okara runs 10+ marketing agents, including a GEO agent aimed at ChatGPT and Google AI Overviews, for $66 to $99 a month.
Devta
Okara- Okara runs 10+ marketing agents across Reddit, SEO, GEO, LinkedIn, X, Hacker News, UGC video, and coding. Devta automates only Reddit, LinkedIn, and Upwork lead monitoring.
- Devta can post comments and send DMs on Reddit and LinkedIn automatically once a campaign is configured to run that way. Every one of Okara's agent outputs, including Reddit replies, lands in a review queue for manual posting.
- Okara's GEO Agent targets getting cited in ChatGPT and Google AI Overviews, a capability Devta does not have in any form.
- Devta runs on pay-as-you-go credits with no monthly subscription and a $49 minimum top-up. Okara is a subscription at $66/mo on the annual plan (or $99/mo monthly) with 2,000 credits included.
- Okara connects to Google Search Console and GA4 to ground its agents in real site data. Devta has no such integrations, it targets outreach by keyword and audience profile only.
- Neither tool offers an API. Devta has none on any tier, and Okara does not offer one as of mid-2026 either.
- Okara has a genuine $0/mo free tier with 5 credits, roughly 50 messages. Devta's free tier is limited to manual testing with no ongoing automation.
Devta and Okara both target the same kind of user, a solo operator who cannot hire a team, but they scope the job very differently. Devta does one thing across three platforms: it finds prospects on Reddit and LinkedIn, drafts and sends the comments and DMs itself, and watches Upwork for matching job posts. Okara does ten different things across nearly as many channels, running a Reddit Agent alongside SEO, GEO, LinkedIn, X, Hacker News, UGC video, and coding agents, all behind one chat interface. Devta is narrow and automated; Okara is broad and drafts-only, since every agent output lands in a review queue for you to approve before anything posts. Which one fits depends on whether you need a single outreach channel handled end to end, or a wider marketing surface with a human still doing the final click.
The tools at a glance
Devta
AI networking agent for freelancers: Reddit, LinkedIn, DMs, and Upwork leads in one tool
Devta is a single-purpose networking agent for freelancers and solopreneurs. It scans Reddit and LinkedIn for threads and profiles matching your target audience, drafts and sends comment replies and DMs in your voice, and monitors Upwork for job posts matching your skills, all in one dashboard. An AI proposal generator with shareable public URLs rounds out the pipeline from lead to pitch.
Pricing is pay-as-you-go: no monthly subscription, just credits bought against a $49 minimum top-up that do not expire, which suits the irregular workload of freelance business development better than a flat SaaS fee. A free tier lets you test the core engagement features before spending anything.
What Devta does not attempt is everything outside that outreach loop. There is no SEO, no content drafting beyond proposals, no GEO or AI-visibility feature, and no API. Its own guidance also flags that automated Reddit and LinkedIn engagement carries real ban risk, particularly on Reddit, where bot-like posting patterns get flagged.
| Feature | Free $0 | Pay-as-you-go $49 min top-up |
|---|---|---|
| Reddit and LinkedIn engagement | Limited | Unlimited (credit-based) |
| DM outreach automation | No | Yes |
| Upwork lead monitoring | No | Yes |
| AI proposal generator | Limited | Yes |
| GEO / AI Overviews optimization | No | No |
| API access | No | No |
Okara
AI CMO platform running 10+ marketing agents across Reddit, SEO, GEO, and social
Okara positions itself as an AI Chief Marketing Officer, running more than ten specialized agents around the clock: a Reddit Agent that scans communities and drafts replies, a GEO Agent aimed at ChatGPT and Google AI Overviews citations, an SEO Agent connected to Google Search Console, and separate agents for LinkedIn, X, Hacker News, UGC video, and coding. It is built for founders and small teams who need marketing output across many channels without hiring a specialist for each one.
Every agent pulls from a strategy document generated at onboarding and from connected data, GA4 and Search Console on the paid plan, so outputs are grounded in the actual site rather than generic advice. The trade-off is that every output, Reddit replies included, lands in a review queue. Okara drafts; you approve, edit, and post. That is deliberate, since automated Reddit posting at scale risks account bans, but it means Okara is a co-pilot, not an autopilot, unlike Devta's optional auto-posting mode.
Pricing runs from $0/month on the Free tier, 5 credits, roughly 50 messages, up to $66/month on the annual AI CMO plan (or $99/month billed monthly), which unlocks the full agent roster. There is no API on any tier and no multi-workspace support, so agencies handling several client accounts would need a separate Okara account per client.
| 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 |
| Google Search Console | No | Yes |
| GA4 integration | No | Yes |
| API access | No | No |
Head-to-head feature comparison
| Feature | Devta | Okara |
|---|---|---|
| Primary function | Outreach automation and lead prospecting | AI marketing agent roster (co-pilot, not autopilot) |
| Platforms / channels covered | Reddit, LinkedIn, Upwork | Reddit, SEO, GEO, LinkedIn, X, Hacker News, UGC video, coding |
| Posts or DMs on your behalf | Yes, comments and DMs, auto or reviewed | No, every output is a draft for manual posting |
| Human review required before posting | Optional, recommended specifically for Reddit | Yes, on every agent including Reddit |
| GEO / AI Overviews optimization | No | Yes, GEO Agent targets ChatGPT and Google AI Overviews |
| SEO and blog content drafting | No | Yes, SEO and AI Writer Agents |
| Social post drafting (LinkedIn, X, Hacker News) | No | Yes, LinkedIn, X, and Hacker News agents |
| Upwork lead monitoring | Yes, core feature | No |
| Free tier | Yes, limited manual testing | Yes, $0/mo with 5 credits (~50 messages) |
| Pricing model | Pay-as-you-go credits, $49 minimum top-up | Flat monthly subscription with a credit allotment |
| API access | No | No |
| Platform ban / ToS risk | Higher, automated Reddit and LinkedIn posting flagged as a risk in Devta's own documentation | Low, drafts require manual review before any posting |
| Starting price | $0 free / $49 min top-up | $0/mo free / $66-99/mo paid |
Considering AI Peekaboo alongside Devta and Okara?
Neither tool offers ongoing AI citation tracking. Devta has no AI-answer-engine angle at all, it is scoped entirely to Reddit, LinkedIn, and Upwork outreach. Okara's GEO Agent runs a one-time content optimization pass aimed at ChatGPT and Google AI Overviews citations, but every output still needs manual review and there is no API to move that data anywhere else. AI Peekaboo tracks brand citations across ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode on an ongoing schedule, with a read and write API and white-label delivery on every plan from $50 per month, for teams that need to verify their AI visibility is actually holding up after content goes live.
Read the AI Peekaboo review →Which should you choose?
DevtaOkaraOkaraDevtaOkaraDevtaOkaraThe overlap between these two is smaller than it first looks. Devta and Okara both touch Reddit, but Devta is scoped to outreach for one person chasing client work, while Okara's Reddit Agent is one of ten agents feeding a broader marketing operation that includes SEO and AI search visibility. The real dividing line is automation versus review: Devta can act on your behalf without you in the loop, for better or worse, while Okara is built so a human always makes the final call before anything Reddit-related, or anything else, goes live. A freelancer chasing individual leads wants the former. A founder trying to run marketing across five channels at once wants the latter, and is willing to trade full automation for breadth.
Bottom line
Pick Devta if you are a solo freelancer whose main job is finding and pitching individual clients on Reddit, LinkedIn, and Upwork, and you want that outreach sent, not just drafted. Pick Okara if you are a solo founder or small team that needs marketing output across more channels than Reddit alone, including a first pass at GEO and AI Overviews visibility, and you are fine reviewing and posting drafts yourself. Neither tool offers an API, so if ongoing, exportable AI citation tracking is the actual goal rather than a one-time content pass, a dedicated tool like AI Peekaboo sits above both of these on that specific job.
Frequently asked questions
Does Okara automate Reddit outreach the same way Devta does?
No, Okara's Reddit Agent only drafts reply suggestions that land in a review queue for you to post manually, while Devta can post comments and send DMs automatically once a campaign is configured to run that way.
Is Devta or Okara better for getting cited in ChatGPT and Google AI Overviews?
Okara is the only one of the two with any AI-answer-engine capability, since its GEO Agent analyzes which sources ChatGPT and Google AI Overviews cite in your niche and helps you create or adjust content to improve your odds of being referenced. Devta has no GEO, SEO, or AI-visibility feature of any kind, it is scoped entirely to Reddit, LinkedIn, and Upwork outreach.
Which tool is cheaper for a solo freelancer just starting out in 2026?
Devta is cheaper to start with since its free tier costs nothing and only needs a $49 credit top-up for real outreach volume, while Okara's free tier caps out at 5 credits, about 50 messages, before you need the $66 to $99 per month AI CMO plan for full agent access.
Does either Devta or Okara have an API for pulling data into other tools?
No, neither tool offers API access on any plan as of mid-2026. Devta has never had one, and Okara has not shipped one despite its broad agent roster, so all interaction with both tools happens through their respective web interfaces.
Can an agency use Okara or Devta to manage multiple clients?
Not well with either. Okara ties each account to a single brand and website with no multi-workspace layer, so agencies need a separate account per client, and Devta is built around a single freelancer's own outreach rather than managing campaigns for multiple clients at once.
Is Devta safe to use on Reddit without risking an account ban?
Devta carries real ban risk on Reddit because automated engagement violates Reddit's terms of service to varying degrees, and Reddit is particularly sensitive to detecting bot-like behavior. Okara avoids that risk on Reddit specifically because its Reddit Agent never posts automatically, every reply requires manual approval before it goes live.